Transcript
Page 1: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

Fish and Fisheries 20181ndash15 wileyonlinelibrarycomjournalfafemsp|emsp1

Received29June2017emsp |emsp Accepted18January2018DOI 101111faf12273

O R I G I N A L A R T I C L E

Translating the terrestrial mitigation hierarchy to marine megafauna by- catch

E J Milner-Gulland1 emsp|emspSerge Garcia2emsp|emspWilliam Arlidge1emsp|emspJoseph Bull34emsp|emsp Anthony Charles5emsp|emspLaurent Dagorn6emsp|emspSonya Fordham7emsp|emspJoshua Graff Zivin8emsp|emsp Martin Hall9emsp|emspJeffrey Shrader10emsp|emspNiels Vestergaard11emsp|emspChris Wilcox12emsp|emspDale Squires13

1DepartmentofZoologyUniversityofOxfordOxfordUK2IUCNCommissiononEcosystemManagementFisheriesExpertGroupGlandSwitzerland3DepartmentofFoodandResourceEconomicsCenterforMacroecologyEvolutionandClimateUniversityofCopenhagenCopenhagenDenmark4DurrellInstituteofConservationandEcologyUniversityofKentCanterburyUK5SchoolofEnvironmentandSchoolofBusinessSaintMaryrsquosUniversityHalifaxNSCanada6FrenchNationalResearchInstituteforSustainableDevelopment(IRD)UMRMARBEC(IRDIfremerUnivMontpellierCNRS)SegraveteFrance7SharkAdvocatesInternationalWashingtonDCUSA8SchoolofGlobalPolicyandStrategy UniversityofCaliforniaSanDiegoSanDiegoCAUSA9Inter-AmericanTropicalTunaCommissionSanDiegoCAUSA10SchoolofInternationalandPublicAffairsColumbiaUniversityNewYorkNYUSA11DepartmentofSociologyEnvironmentalandBusinessEconomicsUniversityofSouthernDenmarkEsbjergDenmark12CSIROMarineandAtmosphericResearchHobartTasAustralia13SouthwestFisheriesScienceCentre NationalOceanicandAtmosphericAdministrationSanDiegoCAUSA

CorrespondenceEJMilner-GullandDepartmentofZoologyUniversityofOxfordOxfordUKEmailejmilner-gullandzoooxacuk

Funding informationPewCharitableTrusts

AbstractInterrestrialandcoastalsystemsthemitigationhierarchyiswidelyandincreasinglyusedtoguideactionstoensurethatnonetlossofbiodiversityensuesfromdevelop-mentWedevelopaconceptualmodelwhichappliesthisapproachtothemitigationofmarinemegafaunaby-catchinfisheriesgoingfromdefininganoverarchinggoalwithanassociatedquantitativetargetthroughavoidanceminimizationremediationtooffsettingWedemonstratetheframeworkrsquosutilityasatoolforstructuringthink-ingandexposinguncertaintiesWedrawcomparisonsbetweendebatesongoinginterrestrial situations and in by-catch mitigation to show how insights from eachcould informtheotherthesearethehierarchicalnatureofmitigationout-of-kindoffsetsresearchasanoffsetincentivizingimplementationofmitigationmeasuressocietallimitsanduncertaintyWeexplorehoweconomicincentivescouldbeusedthroughout thehierarchy to improve theachievementofby-catchgoalsWecon-cludebyhighlightingtheimportanceofclearagreedgoalsofthinkingbeyondsinglespeciesand individual jurisdictions toaccount forcomplex interactionsandpolicyleakageoftakinguncertaintyexplicitlyintoaccountandofthinkingcreativelyaboutapproaches toby-catchmitigation inorder to improveoutcomes forconservationandfishersWesuggestthattheframeworksetoutherecouldbehelpfulinsupport-ingeffortsto improveby-catchmitigationeffortsandhighlighttheneedforafullempiricalapplicationtosubstantiatethis

K E Y W O R D S

albatrossesbiodiversityoffsettingeconomicincentivesnonetlosssharksandraysturtles

ThisisanopenaccessarticleunderthetermsoftheCreativeCommonsAttributionLicensewhichpermitsusedistributionandreproductioninanymediumprovidedtheoriginalworkisproperlycitedcopy2018TheAuthorsFish and FisheriesPublishedbyJohnWileyampSonsLtd

2emsp |emsp emspensp MILNER- GULLAND Et AL

1emsp |emspINTRODUC TION

Thegoal of nonet loss (NNL)of biodiversity fromeconomicde-velopment is becomingwidely adopted by national governmentsand international lenders potentially offering a method to limitthe impacts of environmental damage in terrestrial and coastalsystems(BBOP2012IFC2012)Severallargemultinationalcom-panieshavesigneduptoNNLoreventoproducinganetgainofbiodiversity as a result of their activities (BullampBrownlie 2017Raineyetal2015)GenerallyNNLisassuredbytheuseofamit-igation hierarchy often applied as part of an Environmental andSocialImpactAssessment(ESIA)Themitigationhierarchyrequiresthatprojectproponentsfirstavoiddoingharmtobiodiversityforexample by sitting the development away from particularly sen-sitive areas Subsequentlywhile carryingout their developmenttheyshouldminimize theharmdone forexampleby limiting thefootprint of heavymachinery to specific areas and not pollutingwatercoursesTheythenremediatethebiodiversitylosswithinthedevelopment footprint for example by replanting cleared areaspost-developmentThefinalstepistooffsetanyresidualadditionaldamage caused by their development through improvement ofbiodiversityelsewhere(Gardneretal2013)usingarangeofap-proachesforexamplediggingnewpondsorclearinginvasiveveg-etationinanadjacentsite(BullHardyMoilanenampGordon2015)Offsetting isaparticularlycontroversialelementofthehierarchybecauseitrequiresacceptanceofadevelopmentthatharmsbiodi-versity inagivenlocationandassumesthat it ispossibletocom-pensateforthisharmbybiodiversityenhancementelsewhere(egMaron etal 2016)More generally there ismuch debate aboutwhetherNNL isattainableandhow it shouldbe implemented inpractice(mostrecentlyexploredbyBullLloydampStrange2017)

Despiteitsgrowinguseinterrestrialandcoastalenvironmentsthemitigationhierarchyhasnotbeensowidelyapplied innear-shoreandhighseasmarinesettingsandmanyquestionsaboutitsapplicationintheoceanremain(SquiresampGarciainpressUNEP-WCMC2016)Marine experience to date hasmostly concernedcoastaldevelopmentforexamplerelatingtowindfarmsurbande-velopmentaquacultureandportsratherthaninthecapturefish-eriesarena(egKyriaziLejanoMaesampDegraer2015VaissiegravereLevrel Pioch amp Carlier 2014) The four steps of themitigationhierarchyarediscussedinfisherieshoweverandasintheterres-trialliteraturetheoptionofoffsettingisparticularlycontroversial(egthedebatearoundWilcoxampDonlan2007analysisofthepo-tentialforoffsettingseabirdby-catchbyinvasivespecieseradica-tiononnestingislandsFinkelsteinetal2008WilcoxampDonlan2009ŽydelisWallaceGilmanampWerner2009)Theuseofeco-nomicincentivestoreducetheamountorimpactofby-catchhasreceivedattentionbuthasalsonotyetbeenfullyexplored(DuttonampSquires2008GjertsenSquiresDuttonampEguchi2014InnesPascoe Wilcox Jennings amp Paredes 2015) The current FAOInternationalGuidelinesonBycatchManagementandReductionofDiscardsmentioneconomicincentivesonlybriefly(astheonlyeconomic instrument) and refer only to incentives to promote

innovationingeartechnology(FAO2011)Manyquestionsremainas towhether it is possible to apply themitigation hierarchy tomarineby-catchandwhatmeasurescouldbeusedtoincentivizeactionateachstageinthehierarchyInparticularthereisaneedforaconceptualframeworkthatintegratestherangeofby-catchmitigationmeasuresandtheapproachesusedtoincentivizetheminanholisticway

This article explores application of themitigation hierarchy toaddress a specific fishery concern that ofmarinemegafauna by-catchWetakeldquomarinemegafaunardquotoencompasslong-livedspecieswithlowreproductiverateswhicharethereforepotentiallysensitivetoby-catchforexamplemarinemammalsturtlesseabirdsandlargefishwhilewedefineby-catchascatchwhichisnotdirectlytargeted(bearing inmind thecomplexities indefinitionhighlightedbyFAO2011)We limit our discussion tomarinemegafauna by-catch formanageabilityofscopeandbecausethisissueisofparticularcon-cernwithin both the conservation and fisheries realmsHowevermanyofthepointsweraiseareapplicabletoby-catchmorebroadlyIt isalsotheissueforwhichdiscussionoftheapplicabilityofNNLandthemitigationhierarchytomarinesystemshasbeenparticularlyactive(egfollowingthepaperbyWilcoxampDonlan2007)

First we outline a conceptual framework for by-catchmitiga-tionbasedon theapplicationofa sequentialmitigationhierarchytoachieveNNLWethendiscusssomekeyissuesthatariseintheapplicationofamitigationhierarchytomarinemegafaunaby-catchandrelatethemtotheequivalentdebate intheterrestrialsettingWemoveontoconsiderhowincentivestomitigatetheamountorimpact of by-catch can be used to support the application of theframeworkFinallywesumup thepotentialofour framework forimprovingby-catchmitigationoutcomes

2emsp |emspCONCEPTUAL FR AME WORK FOR BY- C ATCH REDUC TION

ToclarifyhowachievingNNLthroughamitigationhierarchywouldwork for marine megafauna by-catch we present a conceptualframeworkrelatingtothetargetlevelofby-catchimpactinafisheryTheapproachcanoperateatarangeoflevelsfromtheglobaltothestock to the individualanimalThemostusual andmost intuitivescaleatwhichNNLcouldapplytoby-catchisatthescaleofafish-erytargetingagivenstockorsetofstockssothisisthescaleweuseinthisexplorationTable1explainsthetermsweusetodescribetheconceptualframework

The approach starts by defining the goal in terms of a desiredchangeinbiodiversitythisiscommonlytakentobeNNLofbiodiver-sitybutthatisnotnecessarilytheonlygoalForexampleintheter-restrialrealmnetgainisawidelyusedgoal(Raineyetal2015)whilein themarine realmby-catchminimization isoften thepolicygoal(exceptfortotallyprotectedspecies)whichmayimplyanetlossorgaininbiodiversitydependingonthecurrentby-catchlevelAnotherpotentialgoalcouldbepopulationrecovery (cf theUSEndangeredSpeciesActWolfHartlCarrollNeelampGreenwald2015)

emspensp emsp | emsp3MILNER- GULLAND Et AL

ThenextstepistodefineaquantitativetargetandassociatedmetricbywhichthegoalwillbemeasuredInthecaseofby-catchofmarinemegafauna one relatively intuitive approach is to de-fine the target as zero net change in population growth rate ofthe focal species caused as a result of by-catch and associatedmitigationmeasures inthecontextofalltheotherfactors influ-encingthatpopulation(aswasdoneeginthestudiesreviewedbyLewisonCrowderReadampFreeman2004)Thedownsideofthis metric is its requirement for monitoring data that can pro-vide trends in population size over time decomposed into vitalrates(survivalfecundity)sothatthecontributionofby-catchandmitigationmeasures tochange inpopulationgrowth ratecanbediscerned Thismay be challenging formanymarinemegafauna(CaswellBraultReadampSmith1998)Othermore readilymon-itored targets couldbebasedonnumbersof animals for exam-plenotexceedingaPotentialBiologicalRemoval(PBR)threshold(RichardampAbraham2013)Thedownsideofnumbers-basedmet-ricsistheirmoreindirectrelationshipwiththeconservationstatusofthespeciesconcerned

Using themetric of net change in population growth rate thebaselinefromwhichgainsandlossesfromdifferentmeasurestakentomitigateby-catchareassessedcouldbeazeropopulationgrowthratesuchthatthepopulationremainsstableatthecurrentlevel(astatic baseline) the projected population growth rate of the spe-ciesintheabsenceofby-catchwhichcouldbepositiveornegativedependingontherelativeimportanceofby-catchinthecontextofotherthreats(adynamicbaseline)oranaspirationalbaselinesuchaspopulationgrowthatXperyeartothepointatwhichitreachessomedesiredsteady-stateabundance(whichwouldneedtobedy-namicgiventhatpopulationshavedensity-dependentgrowth)Suchabaseline is therefore a typeofcounterfactual againstwhichanyimprovement or deterioration in the population of the by-caughtspeciesasaresultoftheimplementationofthemitigationhierarchy

iscompared(iewhatwouldhavehappenedintheabsenceoftheby-catchmitigationmeasures)

Next the different approaches which can be used to attainNNL(orwhatevergoal isset)areassessed intermsoftheireffectonthechosenmetricforexamplethereductioninseabirdmortal-ityfromfittingtorilinesinafisherycanbeassessedintermsofitseffectonthegrowthrateofawanderingalbatross(Diomedea exu-lansDiomedeidae)populationThefourcategoriesoftheterrestrialmitigationhierarchyareavoidanceminimizationremediation(alsoknown as restoration or rebuilding) and offsetting In the case ofmarinemegafaunaby-catchwetakeldquoavoidancerdquotorepresentmea-surestakeninordertoreducetheprobabilityofencounterbetweenpotentially harmful gear and a potentially by-caught individualby separating fishing activity from individuals or stocks of poten-tialmegafaunaby-catch species (seeTable2 for example actions)We take ldquominimizationrdquo asmeasureswhich reduce theprobabilityofcapturebythegeargiventhattheencountercannotberealisti-callyldquoavoidedrdquoThesemeasuresoccuroncethereisspatio-temporaloverlapbetweena fishingvesselandamarinemegafauna individ-ualldquoRemediationrdquoalsooccursatseabutpost-captureandaimstoreduce theprobabilityofmortality givencapture ldquoOffsettingrdquo re-ferstomeasurestocompensateforby-catchmortalitythatoperateseparatelyfromthefocalfishingactivitybutwhichtargetthesamestockoftheby-caughtspecies

Inrealitytherearegreyareasbetweeneachofthesestagesandarangeofwaysinwhichby-catchmitigationmeasurescanbecat-egorizedForexample herewe include restorationand rebuildingactivitiesat thestock level inldquooffsettingrdquobecauseourframeworkis structuredaround individual-levelcaptureprobabilityHoweveranotherapproachmightbetocombineremediationatthe individ-uallevelinacategorywithrestorationrebuildingmeasuresthatim-provepopulationviabilityatthestocklevelsuchasrestockingandhabitatimprovementleavingoffsettingasmeasureswhichbenefit

Term Explanation

Goal Thedesiredchangeinbiodiversityforexamplenonetloss(NNL)ofbiodiversityasaresultofthecombinedeffectofthedamagingaction(egby-catch)andassociatedmitigationmeasures

Target Inourframeworkwedistinguishbetweentheoverallgoalatthepolicylevel(egNNL)andthequantitativetargetwhichoperationalizesthegoalforwhichametriccanbedefined

Metric TheunitsusedtomeasuregainsandlossesinbiodiversityinordertoevaluatewhetherthegoalhasbeenachievedInourcasethisisnetchangeinpopulationgrowthrateofthefocalspeciesasaresultofby-catch+mitigationmeasures

Baseline ThereferencepointagainstwhichNNLisassessedThiscouldbestatic(egcurrentpopulationgrowthrate)dynamic(projectedpopulationgrowthrateintheabsenceofby-catchbutcontinuationofotherprocessesaffectingvitalrates)oraspirational(desiredchangeinpopulationgrowthrate)

Counterfactual Theprojectedchangeinpopulationgrowthrateinthepresenceofby-catchbutabsenceofmitigationmeasuresagainstwhichNNLisassessed(egbusinessasusual)IfthebaselineisdynamicthecounterfactualisthesameasthebaselineotherwisebotharerequiredtofullydefinethescenarioagainstwhichNNLisevaluated

TABLE 1emspExplanationoftermsusedinthemitigationhierarchy

4emsp |emsp emspensp MILNER- GULLAND Et AL

thestockmoreindirectlyoractatthebroaderspecieslevel(suchasrestoration in other locations ormeasures to improve complianceand reduce uncertainty) Howeverwe feel that the clarity of theprobabilisticapproachinourframeworkwhichextendstheclassi-ficationbyHall(1996)isparticularlyhelpful

Ourdivisionofmitigationapproachesintothesecategoriescanberepresentedinthefollowingconceptualmodelrelatingtoapar-ticularby-catchspeciesinwhichtheunitisrateofchangeinpopu-lationsizeasaresultofby-catchanditsmitigation

HereΔλT is the target levelofoverallnetdamage inflictedbyby-catchonthespeciesconcernedmeasuredintermsofchangeinpopulationgrowthratewithrespecttotheagreedbaselineAzeroΔλTimpliesthatthereductioninpopulationgrowthratecausedbyby-catch after avoidance andmitigationmeasures have been im-plementedisbalancedbythegainengenderedbyoffsetmeasuresThereisalsothepossibilityforΔλTtobenegative(thereisstilladdi-tionalpopulationdeclineasaresultofby-catchevenaftermeasurestoreduceit)orpositive(equivalenttonet gainmeaningthatspeciespopulationgrowthishigherthanitwouldotherwisehavebeenasaresultofthecombinationofmeasurestakenunderthemitigationhierarchy)

f(EBtimesBPUE)istheeffectonpopulationgrowthrateoftheby-catch-relevantcomponentoffishingeffortbrokendownintotheby-catch-relevanteffortitselfEBandtheby-catchtakenperunitof that effort BPUEwhere f() is the effect of this effort on theby-caught speciesrsquo population dynamics Thiswould generally becalculatedastheoutputofapopulationmodelAreduction inEB isequivalenttoafisheryavoidingby-catchpartiallyorcompletelyIt could include restricting the fishery to particular areas or sea-sons modification of fishing practices and operations (eg set-tingthegeardeepertoavoiddepthswhereby-caughtspeciesare

prevalent)AreductioninBPUEistheresultoftheat-seameasuresencompassed intheldquominimizerdquoandldquoremediaterdquostepsofthemiti-gationhierarchy

By-catch-relevanteffortEBisasubsetoftheoverallfishingef-fort thatoccurs in thearea inwhichthere is riskofby-catch (E)Given thecomplexitiesof estimatingEB inmanycases itwill benecessarytoapproximateitbyE(egTuckPolacheckampBulman2003) Thismay be problematic for example Baacuteez etal (2007)show that loggerhead turtle (Caretta caretta Cheloniidae) by-catchintheMediterraneanwasnotcorrelatedwithfishingeffort(measuredasnumberofhooks)by-catchwasinsteadstronglyre-lated todistance from thecoastThey suggest that thiswasnotbecauseturtleabundance isa functionofdistance (whichwouldhave impliedagradient inEB) butbecause fisherbehaviourvar-iedalthoughtheyleftinvestigationofthemechanismsforfurtherresearchBPUEisafunctionofcatchabilityoftheby-caughtspe-ciesaswellasEB forexampleWardLawrenceDarbyshireandHindmarsh(2008)carriedoutamultispeciesanalysisoftheeffectsof nylon leaders on catch rates and showed that catch reducedwithnylonforsharksbluemarlin(Makaira nigricansIstiophoridae)and snake mackerel (Gempylus serpens Gempylidae) and in-creased for bigeye tuna (Thunnus obesus Scombridae) and blackmarlin(Istiompax indicaIstiophoridae)TherelationshipsbetweenEEB andBPUEare likely tobe complex and confoundedTherehavebeen limitedexplorationsof these relationships inby-catchdatasetswhich typically suffer from low sample sizes and zero-inflationrequiringspecializedmodellingtechniques (eg thespa-tiallyexplicitBayesianhierarchicalmodelsofSimsCoxampLewison2008)By-catchmitigationmayuseasuiteofinteractingmeasuresfrom several levels of the mitigation hierarchy (Table2) whichchangeovertimeaddingfurthertothecomplexityofseparatingE EBandBPUE(asdiscussedfortargetfisherydatabyBishop2006)Wedonothereattemptfurthertoclarifytheserelationshipsbutakeyresearchneedistodisentanglethesevariablesinanempiricalsetting

(1)ΔλT= f(

EBtimesBPUE)

minusOT

Step of the hierarchy Example measures

Avoidance Excludingfishingfromtheareas(no-fishingzones)seasons(closedseasons)ortimesofdaywherethesespeciesaremostvulnerable

Minimization Usingon-vesseltechnologieswhichaimtoreducethenumberofencounteredindividualsthatarecapturedduringfishingoperationssuchastorilinesforscaringseabirdsawayfromlonglinesorsonicdevicestosignalnetstomarinemammals

Remediation Deviceswhichenableindividualstoreleasethemselvesfromthegear(selectivitygridsturtleexcluderdevices)ortobereleased(egMedinapanelsoperatedintunapurse-seinefisheriestoletdolphinsescapebeforegettingonthedeck)orreleasingthemondeckandprovidingforasafereturntothesea(egalargemeshsoftwebbingcargonetcanbeusedtoldquosieverdquoarayfromthecatchandliftitoverthesideofthevesselFrancis2014)

Offsetting Eradicatinginvasivepredatorsonislandswhereseabirdsnestrestoringhabitatrestockingwithhatchery-raisedindividualsimprovingby-catchperformanceofothergeartypesinthearea

TABLE 2emspExamplesofmeasureswhichcanbetakenundereachstepofthemitigationhierarchy

emspensp emsp | emsp5MILNER- GULLAND Et AL

OT is the net effect on population growth rate of policiesaimingtoimprovetheoverallviabilityoftheby-caughtspeciesrsquopopulation representing ldquooffsettingrdquo of the damage caused Itrepresents the expected effects of measures to improve con-ditions for individuals which would not have been at risk ofby-catch at that particular stage in their lives or location Forexample supplementation in nesting areas (for turtles) resto-rationofnestinghabitat(forseabirds)orimplementationofpro-tectedareasaimedatdemographicgroupsnotdirectlyimpactedby fishing (calving areas for cetaceans juvenile concentrationsforfish)

3emsp |emspOPER ATIONALIZING THE FR AMEWORK

In Table3we illustrate the application of the by-catchmitigationframework using four examples from different fisheries and by-catchtaxaSpecificsolutionstoEquation1couldcomefromtakingintoaccount the regulatory cultural andeconomicconditions inaparticularfisheryForinstanceoncethefocalby-catchpopulationhasbeendefinedthenitispossibletosolvetheequationbyassign-ingfactorsaffectingdecision-makingincludingcostIfaleast-costapproachtoby-catchgoalsisappropriateEBBPUEandOT could be expressedasfunctionsofcosttosolvetheequationforagivenΔλT Another approachwould be tomaximizeΔλT subject to a budgetconstraint

Table3highlightsthatthereisnotalwayspotentialforeffec-tive action at each level of the hierarchy for some species (egoceanicwhitetipslonglines)theremaybelimitedpotentialatalllevelsTheframeworkisawayoforganizingandstructuringthink-ingaboutby-catchmitigationandenablingmitigationeffective-nesstobeassessedagainstaconcretelydefinedandmeasurabletargetItsfunctionisnottoproposenewwaysofdoingby-catchmitigationforcasesliketheseIfonusingtheframeworktoanal-yse the effectiveness of the measures available for a given by-caughtstockitisfoundthatitisnotpossibletoreachthechosentarget(egNNL)thendifficultdecisionsmustbemadeForexam-plethetargetmayneedtochangewhichcouldimplyanaccep-tanceofcontinuingdeclineoftheby-caughtstockOrthefisherymustbe restructured in away that reducesby-catcheffectively(maybeevencloseddown)Orinvestmentmustbemadeintotech-nological innovation todevelopnewways to reduceby-catch Ifitisfoundthatthedataareinadequatefortheanalysisrequiredthenthedecisionmustbemadeeithertoinvestinimprovingtheevidencebaseor to recognize that it is not possible to evaluatewhether by-catch mitigation has been effective in reaching theagreed goal The frameworkrsquosmain utility therefore is tomakethesechoicesexplicit

Equation1couldbeextendedtohandlemultiplespeciesvary-inggeartypesorheterogeneousby-catchreductionmethodsForinstanceBPUEcanbedecomposedintoseveralcomponentsrepre-sentingthedifferentstagesoftheprocessIfBPUErepresentsthesumofindividualsdeadonarrivalindividualscapturedanddyingon

thevessel and individualsdyingafter live releasewecan rewriteBPUEasaseriesoffactors

whereBDOAistheby-catchperuniteffortthatarrivestotheboatdeadBOBistheby-catchperuniteffortthatarrivestothevesselalivePDVistheproportiondyingonthevesselandPDRisthepro-portiondying after release For instance a higherproportionofby-catchofseaturtlesandotherspeciesarrivestotheboatdeadwhenusinglonglinesthataresetdeepsuchasthoseusedforbig-eyetunathatcanbesetmorethan300mdeepwhencomparedto a shallow set longline such as those used inmany nearshoreartisanal fisheries (Andrakaetal2013HallSwimmerampParga2012Swimmeretal2006)ThisdifferencewouldappearintheBDOA termSuchadecomposition illustratestheflexibilityofthisframeworkinhandlingfishery-andspecies-specificfeaturesandalsoservestohighlightareaswheredifferentmitigationmethodswouldhavethegreatestinfluence(egShiodeHuShigaYokotaampTokai2005)Anotherextensiontothebasicframeworkwouldbetoconsiderexplicitlytheuncertaintysurroundingdifferentel-ements of the conceptual model and the impact of this uncer-taintyonwhichelementofby-catchmitigationshouldbeafocus(Table3)

It is important tonote that this equation isnot a truebioeco-nomicequationtobesolvedRatheritisaconceptualframeworkinwhichwemakethecomponentsofthemitigationhierarchyexplicitinordertoguidethinkingtowardsamoreholisticapproachtoad-dressingby-catchItalsodoesnotrepresentahierarchysuchasisrequiredinterrestrialsystemsTomakethisequationintoahierar-chyratherthanamodelforleast-costmitigationofby-catchitcouldbesetupasagoalprogrammingfunctionwithsequentialsolutionstoeachelementsummedtoproducethefinalmitigationoutcomeInoperationaltermsthistranslatesintoapresumptionthatinvestmentandeffortshouldbefocusseddifferentiallyonsequentialelementsofthemodelstartingwithEBthenBPUEthenOTsothatoffsettingrelatesonly to theunavoidable residualharmonceall other stepshavebeentakenThismaybereflected intheemphasisplacedontheincentivesgiventofisherstochangebehaviourpertainingtose-quentialelementsofthehierarchyinthetimingoftheoffsetorinthedispositionofthefundingforresearchandconservationactionallocatedbygovernment

ResearchiscurrentlyongoingtooperationalizeEquation1tore-duceturtleby-catchofasmall-scalegillnetfisheryoperatingoutofSanJoseportPeru(Alfaro-Shiguetoetal2010)Currentlyasmall-scalecertificationschemeisundertrialbytheNGOProDelphinuswhich aims to give premium prices for fish caught by skippersabiding by best-practice by-catch reduction guidelines (J Alfaro-Shigueto and J Mangel personal communication) The researchentailscollectingdetailedeconomicdatafromallgillnetvesselstounderstand the economic costs involved in fishing operations tocalculatethepotentialadditionalcostsofmeasuresateachstagein

(2)BPUE=BDOA+PDVtimesBOB+(

1minusPDV)

timesBOBtimesPDR

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 2: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

2emsp |emsp emspensp MILNER- GULLAND Et AL

1emsp |emspINTRODUC TION

Thegoal of nonet loss (NNL)of biodiversity fromeconomicde-velopment is becomingwidely adopted by national governmentsand international lenders potentially offering a method to limitthe impacts of environmental damage in terrestrial and coastalsystems(BBOP2012IFC2012)Severallargemultinationalcom-panieshavesigneduptoNNLoreventoproducinganetgainofbiodiversity as a result of their activities (BullampBrownlie 2017Raineyetal2015)GenerallyNNLisassuredbytheuseofamit-igation hierarchy often applied as part of an Environmental andSocialImpactAssessment(ESIA)Themitigationhierarchyrequiresthatprojectproponentsfirstavoiddoingharmtobiodiversityforexample by sitting the development away from particularly sen-sitive areas Subsequentlywhile carryingout their developmenttheyshouldminimize theharmdone forexampleby limiting thefootprint of heavymachinery to specific areas and not pollutingwatercoursesTheythenremediatethebiodiversitylosswithinthedevelopment footprint for example by replanting cleared areaspost-developmentThefinalstepistooffsetanyresidualadditionaldamage caused by their development through improvement ofbiodiversityelsewhere(Gardneretal2013)usingarangeofap-proachesforexamplediggingnewpondsorclearinginvasiveveg-etationinanadjacentsite(BullHardyMoilanenampGordon2015)Offsetting isaparticularlycontroversialelementofthehierarchybecauseitrequiresacceptanceofadevelopmentthatharmsbiodi-versity inagivenlocationandassumesthat it ispossibletocom-pensateforthisharmbybiodiversityenhancementelsewhere(egMaron etal 2016)More generally there ismuch debate aboutwhetherNNL isattainableandhow it shouldbe implemented inpractice(mostrecentlyexploredbyBullLloydampStrange2017)

Despiteitsgrowinguseinterrestrialandcoastalenvironmentsthemitigationhierarchyhasnotbeensowidelyapplied innear-shoreandhighseasmarinesettingsandmanyquestionsaboutitsapplicationintheoceanremain(SquiresampGarciainpressUNEP-WCMC2016)Marine experience to date hasmostly concernedcoastaldevelopmentforexamplerelatingtowindfarmsurbande-velopmentaquacultureandportsratherthaninthecapturefish-eriesarena(egKyriaziLejanoMaesampDegraer2015VaissiegravereLevrel Pioch amp Carlier 2014) The four steps of themitigationhierarchyarediscussedinfisherieshoweverandasintheterres-trialliteraturetheoptionofoffsettingisparticularlycontroversial(egthedebatearoundWilcoxampDonlan2007analysisofthepo-tentialforoffsettingseabirdby-catchbyinvasivespecieseradica-tiononnestingislandsFinkelsteinetal2008WilcoxampDonlan2009ŽydelisWallaceGilmanampWerner2009)Theuseofeco-nomicincentivestoreducetheamountorimpactofby-catchhasreceivedattentionbuthasalsonotyetbeenfullyexplored(DuttonampSquires2008GjertsenSquiresDuttonampEguchi2014InnesPascoe Wilcox Jennings amp Paredes 2015) The current FAOInternationalGuidelinesonBycatchManagementandReductionofDiscardsmentioneconomicincentivesonlybriefly(astheonlyeconomic instrument) and refer only to incentives to promote

innovationingeartechnology(FAO2011)Manyquestionsremainas towhether it is possible to apply themitigation hierarchy tomarineby-catchandwhatmeasurescouldbeusedtoincentivizeactionateachstageinthehierarchyInparticularthereisaneedforaconceptualframeworkthatintegratestherangeofby-catchmitigationmeasuresandtheapproachesusedtoincentivizetheminanholisticway

This article explores application of themitigation hierarchy toaddress a specific fishery concern that ofmarinemegafauna by-catchWetakeldquomarinemegafaunardquotoencompasslong-livedspecieswithlowreproductiverateswhicharethereforepotentiallysensitivetoby-catchforexamplemarinemammalsturtlesseabirdsandlargefishwhilewedefineby-catchascatchwhichisnotdirectlytargeted(bearing inmind thecomplexities indefinitionhighlightedbyFAO2011)We limit our discussion tomarinemegafauna by-catch formanageabilityofscopeandbecausethisissueisofparticularcon-cernwithin both the conservation and fisheries realmsHowevermanyofthepointsweraiseareapplicabletoby-catchmorebroadlyIt isalsotheissueforwhichdiscussionoftheapplicabilityofNNLandthemitigationhierarchytomarinesystemshasbeenparticularlyactive(egfollowingthepaperbyWilcoxampDonlan2007)

First we outline a conceptual framework for by-catchmitiga-tionbasedon theapplicationofa sequentialmitigationhierarchytoachieveNNLWethendiscusssomekeyissuesthatariseintheapplicationofamitigationhierarchytomarinemegafaunaby-catchandrelatethemtotheequivalentdebate intheterrestrialsettingWemoveontoconsiderhowincentivestomitigatetheamountorimpact of by-catch can be used to support the application of theframeworkFinallywesumup thepotentialofour framework forimprovingby-catchmitigationoutcomes

2emsp |emspCONCEPTUAL FR AME WORK FOR BY- C ATCH REDUC TION

ToclarifyhowachievingNNLthroughamitigationhierarchywouldwork for marine megafauna by-catch we present a conceptualframeworkrelatingtothetargetlevelofby-catchimpactinafisheryTheapproachcanoperateatarangeoflevelsfromtheglobaltothestock to the individualanimalThemostusual andmost intuitivescaleatwhichNNLcouldapplytoby-catchisatthescaleofafish-erytargetingagivenstockorsetofstockssothisisthescaleweuseinthisexplorationTable1explainsthetermsweusetodescribetheconceptualframework

The approach starts by defining the goal in terms of a desiredchangeinbiodiversitythisiscommonlytakentobeNNLofbiodiver-sitybutthatisnotnecessarilytheonlygoalForexampleintheter-restrialrealmnetgainisawidelyusedgoal(Raineyetal2015)whilein themarine realmby-catchminimization isoften thepolicygoal(exceptfortotallyprotectedspecies)whichmayimplyanetlossorgaininbiodiversitydependingonthecurrentby-catchlevelAnotherpotentialgoalcouldbepopulationrecovery (cf theUSEndangeredSpeciesActWolfHartlCarrollNeelampGreenwald2015)

emspensp emsp | emsp3MILNER- GULLAND Et AL

ThenextstepistodefineaquantitativetargetandassociatedmetricbywhichthegoalwillbemeasuredInthecaseofby-catchofmarinemegafauna one relatively intuitive approach is to de-fine the target as zero net change in population growth rate ofthe focal species caused as a result of by-catch and associatedmitigationmeasures inthecontextofalltheotherfactors influ-encingthatpopulation(aswasdoneeginthestudiesreviewedbyLewisonCrowderReadampFreeman2004)Thedownsideofthis metric is its requirement for monitoring data that can pro-vide trends in population size over time decomposed into vitalrates(survivalfecundity)sothatthecontributionofby-catchandmitigationmeasures tochange inpopulationgrowth ratecanbediscerned Thismay be challenging formanymarinemegafauna(CaswellBraultReadampSmith1998)Othermore readilymon-itored targets couldbebasedonnumbersof animals for exam-plenotexceedingaPotentialBiologicalRemoval(PBR)threshold(RichardampAbraham2013)Thedownsideofnumbers-basedmet-ricsistheirmoreindirectrelationshipwiththeconservationstatusofthespeciesconcerned

Using themetric of net change in population growth rate thebaselinefromwhichgainsandlossesfromdifferentmeasurestakentomitigateby-catchareassessedcouldbeazeropopulationgrowthratesuchthatthepopulationremainsstableatthecurrentlevel(astatic baseline) the projected population growth rate of the spe-ciesintheabsenceofby-catchwhichcouldbepositiveornegativedependingontherelativeimportanceofby-catchinthecontextofotherthreats(adynamicbaseline)oranaspirationalbaselinesuchaspopulationgrowthatXperyeartothepointatwhichitreachessomedesiredsteady-stateabundance(whichwouldneedtobedy-namicgiventhatpopulationshavedensity-dependentgrowth)Suchabaseline is therefore a typeofcounterfactual againstwhichanyimprovement or deterioration in the population of the by-caughtspeciesasaresultoftheimplementationofthemitigationhierarchy

iscompared(iewhatwouldhavehappenedintheabsenceoftheby-catchmitigationmeasures)

Next the different approaches which can be used to attainNNL(orwhatevergoal isset)areassessed intermsoftheireffectonthechosenmetricforexamplethereductioninseabirdmortal-ityfromfittingtorilinesinafisherycanbeassessedintermsofitseffectonthegrowthrateofawanderingalbatross(Diomedea exu-lansDiomedeidae)populationThefourcategoriesoftheterrestrialmitigationhierarchyareavoidanceminimizationremediation(alsoknown as restoration or rebuilding) and offsetting In the case ofmarinemegafaunaby-catchwetakeldquoavoidancerdquotorepresentmea-surestakeninordertoreducetheprobabilityofencounterbetweenpotentially harmful gear and a potentially by-caught individualby separating fishing activity from individuals or stocks of poten-tialmegafaunaby-catch species (seeTable2 for example actions)We take ldquominimizationrdquo asmeasureswhich reduce theprobabilityofcapturebythegeargiventhattheencountercannotberealisti-callyldquoavoidedrdquoThesemeasuresoccuroncethereisspatio-temporaloverlapbetweena fishingvesselandamarinemegafauna individ-ualldquoRemediationrdquoalsooccursatseabutpost-captureandaimstoreduce theprobabilityofmortality givencapture ldquoOffsettingrdquo re-ferstomeasurestocompensateforby-catchmortalitythatoperateseparatelyfromthefocalfishingactivitybutwhichtargetthesamestockoftheby-caughtspecies

Inrealitytherearegreyareasbetweeneachofthesestagesandarangeofwaysinwhichby-catchmitigationmeasurescanbecat-egorizedForexample herewe include restorationand rebuildingactivitiesat thestock level inldquooffsettingrdquobecauseourframeworkis structuredaround individual-levelcaptureprobabilityHoweveranotherapproachmightbetocombineremediationatthe individ-uallevelinacategorywithrestorationrebuildingmeasuresthatim-provepopulationviabilityatthestocklevelsuchasrestockingandhabitatimprovementleavingoffsettingasmeasureswhichbenefit

Term Explanation

Goal Thedesiredchangeinbiodiversityforexamplenonetloss(NNL)ofbiodiversityasaresultofthecombinedeffectofthedamagingaction(egby-catch)andassociatedmitigationmeasures

Target Inourframeworkwedistinguishbetweentheoverallgoalatthepolicylevel(egNNL)andthequantitativetargetwhichoperationalizesthegoalforwhichametriccanbedefined

Metric TheunitsusedtomeasuregainsandlossesinbiodiversityinordertoevaluatewhetherthegoalhasbeenachievedInourcasethisisnetchangeinpopulationgrowthrateofthefocalspeciesasaresultofby-catch+mitigationmeasures

Baseline ThereferencepointagainstwhichNNLisassessedThiscouldbestatic(egcurrentpopulationgrowthrate)dynamic(projectedpopulationgrowthrateintheabsenceofby-catchbutcontinuationofotherprocessesaffectingvitalrates)oraspirational(desiredchangeinpopulationgrowthrate)

Counterfactual Theprojectedchangeinpopulationgrowthrateinthepresenceofby-catchbutabsenceofmitigationmeasuresagainstwhichNNLisassessed(egbusinessasusual)IfthebaselineisdynamicthecounterfactualisthesameasthebaselineotherwisebotharerequiredtofullydefinethescenarioagainstwhichNNLisevaluated

TABLE 1emspExplanationoftermsusedinthemitigationhierarchy

4emsp |emsp emspensp MILNER- GULLAND Et AL

thestockmoreindirectlyoractatthebroaderspecieslevel(suchasrestoration in other locations ormeasures to improve complianceand reduce uncertainty) Howeverwe feel that the clarity of theprobabilisticapproachinourframeworkwhichextendstheclassi-ficationbyHall(1996)isparticularlyhelpful

Ourdivisionofmitigationapproachesintothesecategoriescanberepresentedinthefollowingconceptualmodelrelatingtoapar-ticularby-catchspeciesinwhichtheunitisrateofchangeinpopu-lationsizeasaresultofby-catchanditsmitigation

HereΔλT is the target levelofoverallnetdamage inflictedbyby-catchonthespeciesconcernedmeasuredintermsofchangeinpopulationgrowthratewithrespecttotheagreedbaselineAzeroΔλTimpliesthatthereductioninpopulationgrowthratecausedbyby-catch after avoidance andmitigationmeasures have been im-plementedisbalancedbythegainengenderedbyoffsetmeasuresThereisalsothepossibilityforΔλTtobenegative(thereisstilladdi-tionalpopulationdeclineasaresultofby-catchevenaftermeasurestoreduceit)orpositive(equivalenttonet gainmeaningthatspeciespopulationgrowthishigherthanitwouldotherwisehavebeenasaresultofthecombinationofmeasurestakenunderthemitigationhierarchy)

f(EBtimesBPUE)istheeffectonpopulationgrowthrateoftheby-catch-relevantcomponentoffishingeffortbrokendownintotheby-catch-relevanteffortitselfEBandtheby-catchtakenperunitof that effort BPUEwhere f() is the effect of this effort on theby-caught speciesrsquo population dynamics Thiswould generally becalculatedastheoutputofapopulationmodelAreduction inEB isequivalenttoafisheryavoidingby-catchpartiallyorcompletelyIt could include restricting the fishery to particular areas or sea-sons modification of fishing practices and operations (eg set-tingthegeardeepertoavoiddepthswhereby-caughtspeciesare

prevalent)AreductioninBPUEistheresultoftheat-seameasuresencompassed intheldquominimizerdquoandldquoremediaterdquostepsofthemiti-gationhierarchy

By-catch-relevanteffortEBisasubsetoftheoverallfishingef-fort thatoccurs in thearea inwhichthere is riskofby-catch (E)Given thecomplexitiesof estimatingEB inmanycases itwill benecessarytoapproximateitbyE(egTuckPolacheckampBulman2003) Thismay be problematic for example Baacuteez etal (2007)show that loggerhead turtle (Caretta caretta Cheloniidae) by-catchintheMediterraneanwasnotcorrelatedwithfishingeffort(measuredasnumberofhooks)by-catchwasinsteadstronglyre-lated todistance from thecoastThey suggest that thiswasnotbecauseturtleabundance isa functionofdistance (whichwouldhave impliedagradient inEB) butbecause fisherbehaviourvar-iedalthoughtheyleftinvestigationofthemechanismsforfurtherresearchBPUEisafunctionofcatchabilityoftheby-caughtspe-ciesaswellasEB forexampleWardLawrenceDarbyshireandHindmarsh(2008)carriedoutamultispeciesanalysisoftheeffectsof nylon leaders on catch rates and showed that catch reducedwithnylonforsharksbluemarlin(Makaira nigricansIstiophoridae)and snake mackerel (Gempylus serpens Gempylidae) and in-creased for bigeye tuna (Thunnus obesus Scombridae) and blackmarlin(Istiompax indicaIstiophoridae)TherelationshipsbetweenEEB andBPUEare likely tobe complex and confoundedTherehavebeen limitedexplorationsof these relationships inby-catchdatasetswhich typically suffer from low sample sizes and zero-inflationrequiringspecializedmodellingtechniques (eg thespa-tiallyexplicitBayesianhierarchicalmodelsofSimsCoxampLewison2008)By-catchmitigationmayuseasuiteofinteractingmeasuresfrom several levels of the mitigation hierarchy (Table2) whichchangeovertimeaddingfurthertothecomplexityofseparatingE EBandBPUE(asdiscussedfortargetfisherydatabyBishop2006)Wedonothereattemptfurthertoclarifytheserelationshipsbutakeyresearchneedistodisentanglethesevariablesinanempiricalsetting

(1)ΔλT= f(

EBtimesBPUE)

minusOT

Step of the hierarchy Example measures

Avoidance Excludingfishingfromtheareas(no-fishingzones)seasons(closedseasons)ortimesofdaywherethesespeciesaremostvulnerable

Minimization Usingon-vesseltechnologieswhichaimtoreducethenumberofencounteredindividualsthatarecapturedduringfishingoperationssuchastorilinesforscaringseabirdsawayfromlonglinesorsonicdevicestosignalnetstomarinemammals

Remediation Deviceswhichenableindividualstoreleasethemselvesfromthegear(selectivitygridsturtleexcluderdevices)ortobereleased(egMedinapanelsoperatedintunapurse-seinefisheriestoletdolphinsescapebeforegettingonthedeck)orreleasingthemondeckandprovidingforasafereturntothesea(egalargemeshsoftwebbingcargonetcanbeusedtoldquosieverdquoarayfromthecatchandliftitoverthesideofthevesselFrancis2014)

Offsetting Eradicatinginvasivepredatorsonislandswhereseabirdsnestrestoringhabitatrestockingwithhatchery-raisedindividualsimprovingby-catchperformanceofothergeartypesinthearea

TABLE 2emspExamplesofmeasureswhichcanbetakenundereachstepofthemitigationhierarchy

emspensp emsp | emsp5MILNER- GULLAND Et AL

OT is the net effect on population growth rate of policiesaimingtoimprovetheoverallviabilityoftheby-caughtspeciesrsquopopulation representing ldquooffsettingrdquo of the damage caused Itrepresents the expected effects of measures to improve con-ditions for individuals which would not have been at risk ofby-catch at that particular stage in their lives or location Forexample supplementation in nesting areas (for turtles) resto-rationofnestinghabitat(forseabirds)orimplementationofpro-tectedareasaimedatdemographicgroupsnotdirectlyimpactedby fishing (calving areas for cetaceans juvenile concentrationsforfish)

3emsp |emspOPER ATIONALIZING THE FR AMEWORK

In Table3we illustrate the application of the by-catchmitigationframework using four examples from different fisheries and by-catchtaxaSpecificsolutionstoEquation1couldcomefromtakingintoaccount the regulatory cultural andeconomicconditions inaparticularfisheryForinstanceoncethefocalby-catchpopulationhasbeendefinedthenitispossibletosolvetheequationbyassign-ingfactorsaffectingdecision-makingincludingcostIfaleast-costapproachtoby-catchgoalsisappropriateEBBPUEandOT could be expressedasfunctionsofcosttosolvetheequationforagivenΔλT Another approachwould be tomaximizeΔλT subject to a budgetconstraint

Table3highlightsthatthereisnotalwayspotentialforeffec-tive action at each level of the hierarchy for some species (egoceanicwhitetipslonglines)theremaybelimitedpotentialatalllevelsTheframeworkisawayoforganizingandstructuringthink-ingaboutby-catchmitigationandenablingmitigationeffective-nesstobeassessedagainstaconcretelydefinedandmeasurabletargetItsfunctionisnottoproposenewwaysofdoingby-catchmitigationforcasesliketheseIfonusingtheframeworktoanal-yse the effectiveness of the measures available for a given by-caughtstockitisfoundthatitisnotpossibletoreachthechosentarget(egNNL)thendifficultdecisionsmustbemadeForexam-plethetargetmayneedtochangewhichcouldimplyanaccep-tanceofcontinuingdeclineoftheby-caughtstockOrthefisherymustbe restructured in away that reducesby-catcheffectively(maybeevencloseddown)Orinvestmentmustbemadeintotech-nological innovation todevelopnewways to reduceby-catch Ifitisfoundthatthedataareinadequatefortheanalysisrequiredthenthedecisionmustbemadeeithertoinvestinimprovingtheevidencebaseor to recognize that it is not possible to evaluatewhether by-catch mitigation has been effective in reaching theagreed goal The frameworkrsquosmain utility therefore is tomakethesechoicesexplicit

Equation1couldbeextendedtohandlemultiplespeciesvary-inggeartypesorheterogeneousby-catchreductionmethodsForinstanceBPUEcanbedecomposedintoseveralcomponentsrepre-sentingthedifferentstagesoftheprocessIfBPUErepresentsthesumofindividualsdeadonarrivalindividualscapturedanddyingon

thevessel and individualsdyingafter live releasewecan rewriteBPUEasaseriesoffactors

whereBDOAistheby-catchperuniteffortthatarrivestotheboatdeadBOBistheby-catchperuniteffortthatarrivestothevesselalivePDVistheproportiondyingonthevesselandPDRisthepro-portiondying after release For instance a higherproportionofby-catchofseaturtlesandotherspeciesarrivestotheboatdeadwhenusinglonglinesthataresetdeepsuchasthoseusedforbig-eyetunathatcanbesetmorethan300mdeepwhencomparedto a shallow set longline such as those used inmany nearshoreartisanal fisheries (Andrakaetal2013HallSwimmerampParga2012Swimmeretal2006)ThisdifferencewouldappearintheBDOA termSuchadecomposition illustratestheflexibilityofthisframeworkinhandlingfishery-andspecies-specificfeaturesandalsoservestohighlightareaswheredifferentmitigationmethodswouldhavethegreatestinfluence(egShiodeHuShigaYokotaampTokai2005)Anotherextensiontothebasicframeworkwouldbetoconsiderexplicitlytheuncertaintysurroundingdifferentel-ements of the conceptual model and the impact of this uncer-taintyonwhichelementofby-catchmitigationshouldbeafocus(Table3)

It is important tonote that this equation isnot a truebioeco-nomicequationtobesolvedRatheritisaconceptualframeworkinwhichwemakethecomponentsofthemitigationhierarchyexplicitinordertoguidethinkingtowardsamoreholisticapproachtoad-dressingby-catchItalsodoesnotrepresentahierarchysuchasisrequiredinterrestrialsystemsTomakethisequationintoahierar-chyratherthanamodelforleast-costmitigationofby-catchitcouldbesetupasagoalprogrammingfunctionwithsequentialsolutionstoeachelementsummedtoproducethefinalmitigationoutcomeInoperationaltermsthistranslatesintoapresumptionthatinvestmentandeffortshouldbefocusseddifferentiallyonsequentialelementsofthemodelstartingwithEBthenBPUEthenOTsothatoffsettingrelatesonly to theunavoidable residualharmonceall other stepshavebeentakenThismaybereflected intheemphasisplacedontheincentivesgiventofisherstochangebehaviourpertainingtose-quentialelementsofthehierarchyinthetimingoftheoffsetorinthedispositionofthefundingforresearchandconservationactionallocatedbygovernment

ResearchiscurrentlyongoingtooperationalizeEquation1tore-duceturtleby-catchofasmall-scalegillnetfisheryoperatingoutofSanJoseportPeru(Alfaro-Shiguetoetal2010)Currentlyasmall-scalecertificationschemeisundertrialbytheNGOProDelphinuswhich aims to give premium prices for fish caught by skippersabiding by best-practice by-catch reduction guidelines (J Alfaro-Shigueto and J Mangel personal communication) The researchentailscollectingdetailedeconomicdatafromallgillnetvesselstounderstand the economic costs involved in fishing operations tocalculatethepotentialadditionalcostsofmeasuresateachstagein

(2)BPUE=BDOA+PDVtimesBOB+(

1minusPDV)

timesBOBtimesPDR

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 3: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp3MILNER- GULLAND Et AL

ThenextstepistodefineaquantitativetargetandassociatedmetricbywhichthegoalwillbemeasuredInthecaseofby-catchofmarinemegafauna one relatively intuitive approach is to de-fine the target as zero net change in population growth rate ofthe focal species caused as a result of by-catch and associatedmitigationmeasures inthecontextofalltheotherfactors influ-encingthatpopulation(aswasdoneeginthestudiesreviewedbyLewisonCrowderReadampFreeman2004)Thedownsideofthis metric is its requirement for monitoring data that can pro-vide trends in population size over time decomposed into vitalrates(survivalfecundity)sothatthecontributionofby-catchandmitigationmeasures tochange inpopulationgrowth ratecanbediscerned Thismay be challenging formanymarinemegafauna(CaswellBraultReadampSmith1998)Othermore readilymon-itored targets couldbebasedonnumbersof animals for exam-plenotexceedingaPotentialBiologicalRemoval(PBR)threshold(RichardampAbraham2013)Thedownsideofnumbers-basedmet-ricsistheirmoreindirectrelationshipwiththeconservationstatusofthespeciesconcerned

Using themetric of net change in population growth rate thebaselinefromwhichgainsandlossesfromdifferentmeasurestakentomitigateby-catchareassessedcouldbeazeropopulationgrowthratesuchthatthepopulationremainsstableatthecurrentlevel(astatic baseline) the projected population growth rate of the spe-ciesintheabsenceofby-catchwhichcouldbepositiveornegativedependingontherelativeimportanceofby-catchinthecontextofotherthreats(adynamicbaseline)oranaspirationalbaselinesuchaspopulationgrowthatXperyeartothepointatwhichitreachessomedesiredsteady-stateabundance(whichwouldneedtobedy-namicgiventhatpopulationshavedensity-dependentgrowth)Suchabaseline is therefore a typeofcounterfactual againstwhichanyimprovement or deterioration in the population of the by-caughtspeciesasaresultoftheimplementationofthemitigationhierarchy

iscompared(iewhatwouldhavehappenedintheabsenceoftheby-catchmitigationmeasures)

Next the different approaches which can be used to attainNNL(orwhatevergoal isset)areassessed intermsoftheireffectonthechosenmetricforexamplethereductioninseabirdmortal-ityfromfittingtorilinesinafisherycanbeassessedintermsofitseffectonthegrowthrateofawanderingalbatross(Diomedea exu-lansDiomedeidae)populationThefourcategoriesoftheterrestrialmitigationhierarchyareavoidanceminimizationremediation(alsoknown as restoration or rebuilding) and offsetting In the case ofmarinemegafaunaby-catchwetakeldquoavoidancerdquotorepresentmea-surestakeninordertoreducetheprobabilityofencounterbetweenpotentially harmful gear and a potentially by-caught individualby separating fishing activity from individuals or stocks of poten-tialmegafaunaby-catch species (seeTable2 for example actions)We take ldquominimizationrdquo asmeasureswhich reduce theprobabilityofcapturebythegeargiventhattheencountercannotberealisti-callyldquoavoidedrdquoThesemeasuresoccuroncethereisspatio-temporaloverlapbetweena fishingvesselandamarinemegafauna individ-ualldquoRemediationrdquoalsooccursatseabutpost-captureandaimstoreduce theprobabilityofmortality givencapture ldquoOffsettingrdquo re-ferstomeasurestocompensateforby-catchmortalitythatoperateseparatelyfromthefocalfishingactivitybutwhichtargetthesamestockoftheby-caughtspecies

Inrealitytherearegreyareasbetweeneachofthesestagesandarangeofwaysinwhichby-catchmitigationmeasurescanbecat-egorizedForexample herewe include restorationand rebuildingactivitiesat thestock level inldquooffsettingrdquobecauseourframeworkis structuredaround individual-levelcaptureprobabilityHoweveranotherapproachmightbetocombineremediationatthe individ-uallevelinacategorywithrestorationrebuildingmeasuresthatim-provepopulationviabilityatthestocklevelsuchasrestockingandhabitatimprovementleavingoffsettingasmeasureswhichbenefit

Term Explanation

Goal Thedesiredchangeinbiodiversityforexamplenonetloss(NNL)ofbiodiversityasaresultofthecombinedeffectofthedamagingaction(egby-catch)andassociatedmitigationmeasures

Target Inourframeworkwedistinguishbetweentheoverallgoalatthepolicylevel(egNNL)andthequantitativetargetwhichoperationalizesthegoalforwhichametriccanbedefined

Metric TheunitsusedtomeasuregainsandlossesinbiodiversityinordertoevaluatewhetherthegoalhasbeenachievedInourcasethisisnetchangeinpopulationgrowthrateofthefocalspeciesasaresultofby-catch+mitigationmeasures

Baseline ThereferencepointagainstwhichNNLisassessedThiscouldbestatic(egcurrentpopulationgrowthrate)dynamic(projectedpopulationgrowthrateintheabsenceofby-catchbutcontinuationofotherprocessesaffectingvitalrates)oraspirational(desiredchangeinpopulationgrowthrate)

Counterfactual Theprojectedchangeinpopulationgrowthrateinthepresenceofby-catchbutabsenceofmitigationmeasuresagainstwhichNNLisassessed(egbusinessasusual)IfthebaselineisdynamicthecounterfactualisthesameasthebaselineotherwisebotharerequiredtofullydefinethescenarioagainstwhichNNLisevaluated

TABLE 1emspExplanationoftermsusedinthemitigationhierarchy

4emsp |emsp emspensp MILNER- GULLAND Et AL

thestockmoreindirectlyoractatthebroaderspecieslevel(suchasrestoration in other locations ormeasures to improve complianceand reduce uncertainty) Howeverwe feel that the clarity of theprobabilisticapproachinourframeworkwhichextendstheclassi-ficationbyHall(1996)isparticularlyhelpful

Ourdivisionofmitigationapproachesintothesecategoriescanberepresentedinthefollowingconceptualmodelrelatingtoapar-ticularby-catchspeciesinwhichtheunitisrateofchangeinpopu-lationsizeasaresultofby-catchanditsmitigation

HereΔλT is the target levelofoverallnetdamage inflictedbyby-catchonthespeciesconcernedmeasuredintermsofchangeinpopulationgrowthratewithrespecttotheagreedbaselineAzeroΔλTimpliesthatthereductioninpopulationgrowthratecausedbyby-catch after avoidance andmitigationmeasures have been im-plementedisbalancedbythegainengenderedbyoffsetmeasuresThereisalsothepossibilityforΔλTtobenegative(thereisstilladdi-tionalpopulationdeclineasaresultofby-catchevenaftermeasurestoreduceit)orpositive(equivalenttonet gainmeaningthatspeciespopulationgrowthishigherthanitwouldotherwisehavebeenasaresultofthecombinationofmeasurestakenunderthemitigationhierarchy)

f(EBtimesBPUE)istheeffectonpopulationgrowthrateoftheby-catch-relevantcomponentoffishingeffortbrokendownintotheby-catch-relevanteffortitselfEBandtheby-catchtakenperunitof that effort BPUEwhere f() is the effect of this effort on theby-caught speciesrsquo population dynamics Thiswould generally becalculatedastheoutputofapopulationmodelAreduction inEB isequivalenttoafisheryavoidingby-catchpartiallyorcompletelyIt could include restricting the fishery to particular areas or sea-sons modification of fishing practices and operations (eg set-tingthegeardeepertoavoiddepthswhereby-caughtspeciesare

prevalent)AreductioninBPUEistheresultoftheat-seameasuresencompassed intheldquominimizerdquoandldquoremediaterdquostepsofthemiti-gationhierarchy

By-catch-relevanteffortEBisasubsetoftheoverallfishingef-fort thatoccurs in thearea inwhichthere is riskofby-catch (E)Given thecomplexitiesof estimatingEB inmanycases itwill benecessarytoapproximateitbyE(egTuckPolacheckampBulman2003) Thismay be problematic for example Baacuteez etal (2007)show that loggerhead turtle (Caretta caretta Cheloniidae) by-catchintheMediterraneanwasnotcorrelatedwithfishingeffort(measuredasnumberofhooks)by-catchwasinsteadstronglyre-lated todistance from thecoastThey suggest that thiswasnotbecauseturtleabundance isa functionofdistance (whichwouldhave impliedagradient inEB) butbecause fisherbehaviourvar-iedalthoughtheyleftinvestigationofthemechanismsforfurtherresearchBPUEisafunctionofcatchabilityoftheby-caughtspe-ciesaswellasEB forexampleWardLawrenceDarbyshireandHindmarsh(2008)carriedoutamultispeciesanalysisoftheeffectsof nylon leaders on catch rates and showed that catch reducedwithnylonforsharksbluemarlin(Makaira nigricansIstiophoridae)and snake mackerel (Gempylus serpens Gempylidae) and in-creased for bigeye tuna (Thunnus obesus Scombridae) and blackmarlin(Istiompax indicaIstiophoridae)TherelationshipsbetweenEEB andBPUEare likely tobe complex and confoundedTherehavebeen limitedexplorationsof these relationships inby-catchdatasetswhich typically suffer from low sample sizes and zero-inflationrequiringspecializedmodellingtechniques (eg thespa-tiallyexplicitBayesianhierarchicalmodelsofSimsCoxampLewison2008)By-catchmitigationmayuseasuiteofinteractingmeasuresfrom several levels of the mitigation hierarchy (Table2) whichchangeovertimeaddingfurthertothecomplexityofseparatingE EBandBPUE(asdiscussedfortargetfisherydatabyBishop2006)Wedonothereattemptfurthertoclarifytheserelationshipsbutakeyresearchneedistodisentanglethesevariablesinanempiricalsetting

(1)ΔλT= f(

EBtimesBPUE)

minusOT

Step of the hierarchy Example measures

Avoidance Excludingfishingfromtheareas(no-fishingzones)seasons(closedseasons)ortimesofdaywherethesespeciesaremostvulnerable

Minimization Usingon-vesseltechnologieswhichaimtoreducethenumberofencounteredindividualsthatarecapturedduringfishingoperationssuchastorilinesforscaringseabirdsawayfromlonglinesorsonicdevicestosignalnetstomarinemammals

Remediation Deviceswhichenableindividualstoreleasethemselvesfromthegear(selectivitygridsturtleexcluderdevices)ortobereleased(egMedinapanelsoperatedintunapurse-seinefisheriestoletdolphinsescapebeforegettingonthedeck)orreleasingthemondeckandprovidingforasafereturntothesea(egalargemeshsoftwebbingcargonetcanbeusedtoldquosieverdquoarayfromthecatchandliftitoverthesideofthevesselFrancis2014)

Offsetting Eradicatinginvasivepredatorsonislandswhereseabirdsnestrestoringhabitatrestockingwithhatchery-raisedindividualsimprovingby-catchperformanceofothergeartypesinthearea

TABLE 2emspExamplesofmeasureswhichcanbetakenundereachstepofthemitigationhierarchy

emspensp emsp | emsp5MILNER- GULLAND Et AL

OT is the net effect on population growth rate of policiesaimingtoimprovetheoverallviabilityoftheby-caughtspeciesrsquopopulation representing ldquooffsettingrdquo of the damage caused Itrepresents the expected effects of measures to improve con-ditions for individuals which would not have been at risk ofby-catch at that particular stage in their lives or location Forexample supplementation in nesting areas (for turtles) resto-rationofnestinghabitat(forseabirds)orimplementationofpro-tectedareasaimedatdemographicgroupsnotdirectlyimpactedby fishing (calving areas for cetaceans juvenile concentrationsforfish)

3emsp |emspOPER ATIONALIZING THE FR AMEWORK

In Table3we illustrate the application of the by-catchmitigationframework using four examples from different fisheries and by-catchtaxaSpecificsolutionstoEquation1couldcomefromtakingintoaccount the regulatory cultural andeconomicconditions inaparticularfisheryForinstanceoncethefocalby-catchpopulationhasbeendefinedthenitispossibletosolvetheequationbyassign-ingfactorsaffectingdecision-makingincludingcostIfaleast-costapproachtoby-catchgoalsisappropriateEBBPUEandOT could be expressedasfunctionsofcosttosolvetheequationforagivenΔλT Another approachwould be tomaximizeΔλT subject to a budgetconstraint

Table3highlightsthatthereisnotalwayspotentialforeffec-tive action at each level of the hierarchy for some species (egoceanicwhitetipslonglines)theremaybelimitedpotentialatalllevelsTheframeworkisawayoforganizingandstructuringthink-ingaboutby-catchmitigationandenablingmitigationeffective-nesstobeassessedagainstaconcretelydefinedandmeasurabletargetItsfunctionisnottoproposenewwaysofdoingby-catchmitigationforcasesliketheseIfonusingtheframeworktoanal-yse the effectiveness of the measures available for a given by-caughtstockitisfoundthatitisnotpossibletoreachthechosentarget(egNNL)thendifficultdecisionsmustbemadeForexam-plethetargetmayneedtochangewhichcouldimplyanaccep-tanceofcontinuingdeclineoftheby-caughtstockOrthefisherymustbe restructured in away that reducesby-catcheffectively(maybeevencloseddown)Orinvestmentmustbemadeintotech-nological innovation todevelopnewways to reduceby-catch Ifitisfoundthatthedataareinadequatefortheanalysisrequiredthenthedecisionmustbemadeeithertoinvestinimprovingtheevidencebaseor to recognize that it is not possible to evaluatewhether by-catch mitigation has been effective in reaching theagreed goal The frameworkrsquosmain utility therefore is tomakethesechoicesexplicit

Equation1couldbeextendedtohandlemultiplespeciesvary-inggeartypesorheterogeneousby-catchreductionmethodsForinstanceBPUEcanbedecomposedintoseveralcomponentsrepre-sentingthedifferentstagesoftheprocessIfBPUErepresentsthesumofindividualsdeadonarrivalindividualscapturedanddyingon

thevessel and individualsdyingafter live releasewecan rewriteBPUEasaseriesoffactors

whereBDOAistheby-catchperuniteffortthatarrivestotheboatdeadBOBistheby-catchperuniteffortthatarrivestothevesselalivePDVistheproportiondyingonthevesselandPDRisthepro-portiondying after release For instance a higherproportionofby-catchofseaturtlesandotherspeciesarrivestotheboatdeadwhenusinglonglinesthataresetdeepsuchasthoseusedforbig-eyetunathatcanbesetmorethan300mdeepwhencomparedto a shallow set longline such as those used inmany nearshoreartisanal fisheries (Andrakaetal2013HallSwimmerampParga2012Swimmeretal2006)ThisdifferencewouldappearintheBDOA termSuchadecomposition illustratestheflexibilityofthisframeworkinhandlingfishery-andspecies-specificfeaturesandalsoservestohighlightareaswheredifferentmitigationmethodswouldhavethegreatestinfluence(egShiodeHuShigaYokotaampTokai2005)Anotherextensiontothebasicframeworkwouldbetoconsiderexplicitlytheuncertaintysurroundingdifferentel-ements of the conceptual model and the impact of this uncer-taintyonwhichelementofby-catchmitigationshouldbeafocus(Table3)

It is important tonote that this equation isnot a truebioeco-nomicequationtobesolvedRatheritisaconceptualframeworkinwhichwemakethecomponentsofthemitigationhierarchyexplicitinordertoguidethinkingtowardsamoreholisticapproachtoad-dressingby-catchItalsodoesnotrepresentahierarchysuchasisrequiredinterrestrialsystemsTomakethisequationintoahierar-chyratherthanamodelforleast-costmitigationofby-catchitcouldbesetupasagoalprogrammingfunctionwithsequentialsolutionstoeachelementsummedtoproducethefinalmitigationoutcomeInoperationaltermsthistranslatesintoapresumptionthatinvestmentandeffortshouldbefocusseddifferentiallyonsequentialelementsofthemodelstartingwithEBthenBPUEthenOTsothatoffsettingrelatesonly to theunavoidable residualharmonceall other stepshavebeentakenThismaybereflected intheemphasisplacedontheincentivesgiventofisherstochangebehaviourpertainingtose-quentialelementsofthehierarchyinthetimingoftheoffsetorinthedispositionofthefundingforresearchandconservationactionallocatedbygovernment

ResearchiscurrentlyongoingtooperationalizeEquation1tore-duceturtleby-catchofasmall-scalegillnetfisheryoperatingoutofSanJoseportPeru(Alfaro-Shiguetoetal2010)Currentlyasmall-scalecertificationschemeisundertrialbytheNGOProDelphinuswhich aims to give premium prices for fish caught by skippersabiding by best-practice by-catch reduction guidelines (J Alfaro-Shigueto and J Mangel personal communication) The researchentailscollectingdetailedeconomicdatafromallgillnetvesselstounderstand the economic costs involved in fishing operations tocalculatethepotentialadditionalcostsofmeasuresateachstagein

(2)BPUE=BDOA+PDVtimesBOB+(

1minusPDV)

timesBOBtimesPDR

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

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Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

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BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

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Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 4: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

4emsp |emsp emspensp MILNER- GULLAND Et AL

thestockmoreindirectlyoractatthebroaderspecieslevel(suchasrestoration in other locations ormeasures to improve complianceand reduce uncertainty) Howeverwe feel that the clarity of theprobabilisticapproachinourframeworkwhichextendstheclassi-ficationbyHall(1996)isparticularlyhelpful

Ourdivisionofmitigationapproachesintothesecategoriescanberepresentedinthefollowingconceptualmodelrelatingtoapar-ticularby-catchspeciesinwhichtheunitisrateofchangeinpopu-lationsizeasaresultofby-catchanditsmitigation

HereΔλT is the target levelofoverallnetdamage inflictedbyby-catchonthespeciesconcernedmeasuredintermsofchangeinpopulationgrowthratewithrespecttotheagreedbaselineAzeroΔλTimpliesthatthereductioninpopulationgrowthratecausedbyby-catch after avoidance andmitigationmeasures have been im-plementedisbalancedbythegainengenderedbyoffsetmeasuresThereisalsothepossibilityforΔλTtobenegative(thereisstilladdi-tionalpopulationdeclineasaresultofby-catchevenaftermeasurestoreduceit)orpositive(equivalenttonet gainmeaningthatspeciespopulationgrowthishigherthanitwouldotherwisehavebeenasaresultofthecombinationofmeasurestakenunderthemitigationhierarchy)

f(EBtimesBPUE)istheeffectonpopulationgrowthrateoftheby-catch-relevantcomponentoffishingeffortbrokendownintotheby-catch-relevanteffortitselfEBandtheby-catchtakenperunitof that effort BPUEwhere f() is the effect of this effort on theby-caught speciesrsquo population dynamics Thiswould generally becalculatedastheoutputofapopulationmodelAreduction inEB isequivalenttoafisheryavoidingby-catchpartiallyorcompletelyIt could include restricting the fishery to particular areas or sea-sons modification of fishing practices and operations (eg set-tingthegeardeepertoavoiddepthswhereby-caughtspeciesare

prevalent)AreductioninBPUEistheresultoftheat-seameasuresencompassed intheldquominimizerdquoandldquoremediaterdquostepsofthemiti-gationhierarchy

By-catch-relevanteffortEBisasubsetoftheoverallfishingef-fort thatoccurs in thearea inwhichthere is riskofby-catch (E)Given thecomplexitiesof estimatingEB inmanycases itwill benecessarytoapproximateitbyE(egTuckPolacheckampBulman2003) Thismay be problematic for example Baacuteez etal (2007)show that loggerhead turtle (Caretta caretta Cheloniidae) by-catchintheMediterraneanwasnotcorrelatedwithfishingeffort(measuredasnumberofhooks)by-catchwasinsteadstronglyre-lated todistance from thecoastThey suggest that thiswasnotbecauseturtleabundance isa functionofdistance (whichwouldhave impliedagradient inEB) butbecause fisherbehaviourvar-iedalthoughtheyleftinvestigationofthemechanismsforfurtherresearchBPUEisafunctionofcatchabilityoftheby-caughtspe-ciesaswellasEB forexampleWardLawrenceDarbyshireandHindmarsh(2008)carriedoutamultispeciesanalysisoftheeffectsof nylon leaders on catch rates and showed that catch reducedwithnylonforsharksbluemarlin(Makaira nigricansIstiophoridae)and snake mackerel (Gempylus serpens Gempylidae) and in-creased for bigeye tuna (Thunnus obesus Scombridae) and blackmarlin(Istiompax indicaIstiophoridae)TherelationshipsbetweenEEB andBPUEare likely tobe complex and confoundedTherehavebeen limitedexplorationsof these relationships inby-catchdatasetswhich typically suffer from low sample sizes and zero-inflationrequiringspecializedmodellingtechniques (eg thespa-tiallyexplicitBayesianhierarchicalmodelsofSimsCoxampLewison2008)By-catchmitigationmayuseasuiteofinteractingmeasuresfrom several levels of the mitigation hierarchy (Table2) whichchangeovertimeaddingfurthertothecomplexityofseparatingE EBandBPUE(asdiscussedfortargetfisherydatabyBishop2006)Wedonothereattemptfurthertoclarifytheserelationshipsbutakeyresearchneedistodisentanglethesevariablesinanempiricalsetting

(1)ΔλT= f(

EBtimesBPUE)

minusOT

Step of the hierarchy Example measures

Avoidance Excludingfishingfromtheareas(no-fishingzones)seasons(closedseasons)ortimesofdaywherethesespeciesaremostvulnerable

Minimization Usingon-vesseltechnologieswhichaimtoreducethenumberofencounteredindividualsthatarecapturedduringfishingoperationssuchastorilinesforscaringseabirdsawayfromlonglinesorsonicdevicestosignalnetstomarinemammals

Remediation Deviceswhichenableindividualstoreleasethemselvesfromthegear(selectivitygridsturtleexcluderdevices)ortobereleased(egMedinapanelsoperatedintunapurse-seinefisheriestoletdolphinsescapebeforegettingonthedeck)orreleasingthemondeckandprovidingforasafereturntothesea(egalargemeshsoftwebbingcargonetcanbeusedtoldquosieverdquoarayfromthecatchandliftitoverthesideofthevesselFrancis2014)

Offsetting Eradicatinginvasivepredatorsonislandswhereseabirdsnestrestoringhabitatrestockingwithhatchery-raisedindividualsimprovingby-catchperformanceofothergeartypesinthearea

TABLE 2emspExamplesofmeasureswhichcanbetakenundereachstepofthemitigationhierarchy

emspensp emsp | emsp5MILNER- GULLAND Et AL

OT is the net effect on population growth rate of policiesaimingtoimprovetheoverallviabilityoftheby-caughtspeciesrsquopopulation representing ldquooffsettingrdquo of the damage caused Itrepresents the expected effects of measures to improve con-ditions for individuals which would not have been at risk ofby-catch at that particular stage in their lives or location Forexample supplementation in nesting areas (for turtles) resto-rationofnestinghabitat(forseabirds)orimplementationofpro-tectedareasaimedatdemographicgroupsnotdirectlyimpactedby fishing (calving areas for cetaceans juvenile concentrationsforfish)

3emsp |emspOPER ATIONALIZING THE FR AMEWORK

In Table3we illustrate the application of the by-catchmitigationframework using four examples from different fisheries and by-catchtaxaSpecificsolutionstoEquation1couldcomefromtakingintoaccount the regulatory cultural andeconomicconditions inaparticularfisheryForinstanceoncethefocalby-catchpopulationhasbeendefinedthenitispossibletosolvetheequationbyassign-ingfactorsaffectingdecision-makingincludingcostIfaleast-costapproachtoby-catchgoalsisappropriateEBBPUEandOT could be expressedasfunctionsofcosttosolvetheequationforagivenΔλT Another approachwould be tomaximizeΔλT subject to a budgetconstraint

Table3highlightsthatthereisnotalwayspotentialforeffec-tive action at each level of the hierarchy for some species (egoceanicwhitetipslonglines)theremaybelimitedpotentialatalllevelsTheframeworkisawayoforganizingandstructuringthink-ingaboutby-catchmitigationandenablingmitigationeffective-nesstobeassessedagainstaconcretelydefinedandmeasurabletargetItsfunctionisnottoproposenewwaysofdoingby-catchmitigationforcasesliketheseIfonusingtheframeworktoanal-yse the effectiveness of the measures available for a given by-caughtstockitisfoundthatitisnotpossibletoreachthechosentarget(egNNL)thendifficultdecisionsmustbemadeForexam-plethetargetmayneedtochangewhichcouldimplyanaccep-tanceofcontinuingdeclineoftheby-caughtstockOrthefisherymustbe restructured in away that reducesby-catcheffectively(maybeevencloseddown)Orinvestmentmustbemadeintotech-nological innovation todevelopnewways to reduceby-catch Ifitisfoundthatthedataareinadequatefortheanalysisrequiredthenthedecisionmustbemadeeithertoinvestinimprovingtheevidencebaseor to recognize that it is not possible to evaluatewhether by-catch mitigation has been effective in reaching theagreed goal The frameworkrsquosmain utility therefore is tomakethesechoicesexplicit

Equation1couldbeextendedtohandlemultiplespeciesvary-inggeartypesorheterogeneousby-catchreductionmethodsForinstanceBPUEcanbedecomposedintoseveralcomponentsrepre-sentingthedifferentstagesoftheprocessIfBPUErepresentsthesumofindividualsdeadonarrivalindividualscapturedanddyingon

thevessel and individualsdyingafter live releasewecan rewriteBPUEasaseriesoffactors

whereBDOAistheby-catchperuniteffortthatarrivestotheboatdeadBOBistheby-catchperuniteffortthatarrivestothevesselalivePDVistheproportiondyingonthevesselandPDRisthepro-portiondying after release For instance a higherproportionofby-catchofseaturtlesandotherspeciesarrivestotheboatdeadwhenusinglonglinesthataresetdeepsuchasthoseusedforbig-eyetunathatcanbesetmorethan300mdeepwhencomparedto a shallow set longline such as those used inmany nearshoreartisanal fisheries (Andrakaetal2013HallSwimmerampParga2012Swimmeretal2006)ThisdifferencewouldappearintheBDOA termSuchadecomposition illustratestheflexibilityofthisframeworkinhandlingfishery-andspecies-specificfeaturesandalsoservestohighlightareaswheredifferentmitigationmethodswouldhavethegreatestinfluence(egShiodeHuShigaYokotaampTokai2005)Anotherextensiontothebasicframeworkwouldbetoconsiderexplicitlytheuncertaintysurroundingdifferentel-ements of the conceptual model and the impact of this uncer-taintyonwhichelementofby-catchmitigationshouldbeafocus(Table3)

It is important tonote that this equation isnot a truebioeco-nomicequationtobesolvedRatheritisaconceptualframeworkinwhichwemakethecomponentsofthemitigationhierarchyexplicitinordertoguidethinkingtowardsamoreholisticapproachtoad-dressingby-catchItalsodoesnotrepresentahierarchysuchasisrequiredinterrestrialsystemsTomakethisequationintoahierar-chyratherthanamodelforleast-costmitigationofby-catchitcouldbesetupasagoalprogrammingfunctionwithsequentialsolutionstoeachelementsummedtoproducethefinalmitigationoutcomeInoperationaltermsthistranslatesintoapresumptionthatinvestmentandeffortshouldbefocusseddifferentiallyonsequentialelementsofthemodelstartingwithEBthenBPUEthenOTsothatoffsettingrelatesonly to theunavoidable residualharmonceall other stepshavebeentakenThismaybereflected intheemphasisplacedontheincentivesgiventofisherstochangebehaviourpertainingtose-quentialelementsofthehierarchyinthetimingoftheoffsetorinthedispositionofthefundingforresearchandconservationactionallocatedbygovernment

ResearchiscurrentlyongoingtooperationalizeEquation1tore-duceturtleby-catchofasmall-scalegillnetfisheryoperatingoutofSanJoseportPeru(Alfaro-Shiguetoetal2010)Currentlyasmall-scalecertificationschemeisundertrialbytheNGOProDelphinuswhich aims to give premium prices for fish caught by skippersabiding by best-practice by-catch reduction guidelines (J Alfaro-Shigueto and J Mangel personal communication) The researchentailscollectingdetailedeconomicdatafromallgillnetvesselstounderstand the economic costs involved in fishing operations tocalculatethepotentialadditionalcostsofmeasuresateachstagein

(2)BPUE=BDOA+PDVtimesBOB+(

1minusPDV)

timesBOBtimesPDR

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

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Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 5: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp5MILNER- GULLAND Et AL

OT is the net effect on population growth rate of policiesaimingtoimprovetheoverallviabilityoftheby-caughtspeciesrsquopopulation representing ldquooffsettingrdquo of the damage caused Itrepresents the expected effects of measures to improve con-ditions for individuals which would not have been at risk ofby-catch at that particular stage in their lives or location Forexample supplementation in nesting areas (for turtles) resto-rationofnestinghabitat(forseabirds)orimplementationofpro-tectedareasaimedatdemographicgroupsnotdirectlyimpactedby fishing (calving areas for cetaceans juvenile concentrationsforfish)

3emsp |emspOPER ATIONALIZING THE FR AMEWORK

In Table3we illustrate the application of the by-catchmitigationframework using four examples from different fisheries and by-catchtaxaSpecificsolutionstoEquation1couldcomefromtakingintoaccount the regulatory cultural andeconomicconditions inaparticularfisheryForinstanceoncethefocalby-catchpopulationhasbeendefinedthenitispossibletosolvetheequationbyassign-ingfactorsaffectingdecision-makingincludingcostIfaleast-costapproachtoby-catchgoalsisappropriateEBBPUEandOT could be expressedasfunctionsofcosttosolvetheequationforagivenΔλT Another approachwould be tomaximizeΔλT subject to a budgetconstraint

Table3highlightsthatthereisnotalwayspotentialforeffec-tive action at each level of the hierarchy for some species (egoceanicwhitetipslonglines)theremaybelimitedpotentialatalllevelsTheframeworkisawayoforganizingandstructuringthink-ingaboutby-catchmitigationandenablingmitigationeffective-nesstobeassessedagainstaconcretelydefinedandmeasurabletargetItsfunctionisnottoproposenewwaysofdoingby-catchmitigationforcasesliketheseIfonusingtheframeworktoanal-yse the effectiveness of the measures available for a given by-caughtstockitisfoundthatitisnotpossibletoreachthechosentarget(egNNL)thendifficultdecisionsmustbemadeForexam-plethetargetmayneedtochangewhichcouldimplyanaccep-tanceofcontinuingdeclineoftheby-caughtstockOrthefisherymustbe restructured in away that reducesby-catcheffectively(maybeevencloseddown)Orinvestmentmustbemadeintotech-nological innovation todevelopnewways to reduceby-catch Ifitisfoundthatthedataareinadequatefortheanalysisrequiredthenthedecisionmustbemadeeithertoinvestinimprovingtheevidencebaseor to recognize that it is not possible to evaluatewhether by-catch mitigation has been effective in reaching theagreed goal The frameworkrsquosmain utility therefore is tomakethesechoicesexplicit

Equation1couldbeextendedtohandlemultiplespeciesvary-inggeartypesorheterogeneousby-catchreductionmethodsForinstanceBPUEcanbedecomposedintoseveralcomponentsrepre-sentingthedifferentstagesoftheprocessIfBPUErepresentsthesumofindividualsdeadonarrivalindividualscapturedanddyingon

thevessel and individualsdyingafter live releasewecan rewriteBPUEasaseriesoffactors

whereBDOAistheby-catchperuniteffortthatarrivestotheboatdeadBOBistheby-catchperuniteffortthatarrivestothevesselalivePDVistheproportiondyingonthevesselandPDRisthepro-portiondying after release For instance a higherproportionofby-catchofseaturtlesandotherspeciesarrivestotheboatdeadwhenusinglonglinesthataresetdeepsuchasthoseusedforbig-eyetunathatcanbesetmorethan300mdeepwhencomparedto a shallow set longline such as those used inmany nearshoreartisanal fisheries (Andrakaetal2013HallSwimmerampParga2012Swimmeretal2006)ThisdifferencewouldappearintheBDOA termSuchadecomposition illustratestheflexibilityofthisframeworkinhandlingfishery-andspecies-specificfeaturesandalsoservestohighlightareaswheredifferentmitigationmethodswouldhavethegreatestinfluence(egShiodeHuShigaYokotaampTokai2005)Anotherextensiontothebasicframeworkwouldbetoconsiderexplicitlytheuncertaintysurroundingdifferentel-ements of the conceptual model and the impact of this uncer-taintyonwhichelementofby-catchmitigationshouldbeafocus(Table3)

It is important tonote that this equation isnot a truebioeco-nomicequationtobesolvedRatheritisaconceptualframeworkinwhichwemakethecomponentsofthemitigationhierarchyexplicitinordertoguidethinkingtowardsamoreholisticapproachtoad-dressingby-catchItalsodoesnotrepresentahierarchysuchasisrequiredinterrestrialsystemsTomakethisequationintoahierar-chyratherthanamodelforleast-costmitigationofby-catchitcouldbesetupasagoalprogrammingfunctionwithsequentialsolutionstoeachelementsummedtoproducethefinalmitigationoutcomeInoperationaltermsthistranslatesintoapresumptionthatinvestmentandeffortshouldbefocusseddifferentiallyonsequentialelementsofthemodelstartingwithEBthenBPUEthenOTsothatoffsettingrelatesonly to theunavoidable residualharmonceall other stepshavebeentakenThismaybereflected intheemphasisplacedontheincentivesgiventofisherstochangebehaviourpertainingtose-quentialelementsofthehierarchyinthetimingoftheoffsetorinthedispositionofthefundingforresearchandconservationactionallocatedbygovernment

ResearchiscurrentlyongoingtooperationalizeEquation1tore-duceturtleby-catchofasmall-scalegillnetfisheryoperatingoutofSanJoseportPeru(Alfaro-Shiguetoetal2010)Currentlyasmall-scalecertificationschemeisundertrialbytheNGOProDelphinuswhich aims to give premium prices for fish caught by skippersabiding by best-practice by-catch reduction guidelines (J Alfaro-Shigueto and J Mangel personal communication) The researchentailscollectingdetailedeconomicdatafromallgillnetvesselstounderstand the economic costs involved in fishing operations tocalculatethepotentialadditionalcostsofmeasuresateachstagein

(2)BPUE=BDOA+PDVtimesBOB+(

1minusPDV)

timesBOBtimesPDR

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 6: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

6emsp |emsp emspensp MILNER- GULLAND Et AL

TABLE 3emspSummaryofoptionsforby-catchmitigationstructuredaccordingtothemitigationhierarchyforfourcase-studies

Fram

ewor

k st

ep

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Definingtheproblem

Fisheryandspatial

extent

Braziliandomesticindustrialcoastallongline

fleet

EasternPacific(coastalandpelagic)

small-scalecommerciallonglinefishery

Tunapurse-seinefisheryof

theeasternPacific

AsianandEUlonglinetunafisheriesinthe

Indi

an o

cean

Targetspecies

Variousspeciesofsharkandswordfish

Mahi-mahi(

Cory

phae

na h

ippu

rus

Coryphaenidaeseasonal)tunasharks

(mostlysilkyC

arch

arhi

nus f

alci

form

is

Carcharinidae)billfish

Variousspeciesoftuna

Variousspeciesoftuna

By-catchspeciesof

conc

ern

Albatrossamppetrelspeciesparticularconcern

forcriticallyendangeredTristanalbatross

(Dio

med

ea d

aben

nenaDiomedeidae)

Oliveridley(L

epid

oche

lys o

livac

ea

Cheloniidae)greenblack(C

helo

nia

myd

asCheloniidae)hawksbill

(Ere

tmoc

hely

s im

bric

ataCheloniidae)

loggerhead(PeruandMexico)and

leatherback(D

erm

oche

lys c

oria

cea

Cheloniidae)

Sevenmobulidspecies

includingCITES-listedM

anta

bi

rost

ris(Mobulidae)and

M a

lfred

i(Mobulidae)

caughtmostlyalivein

dolphin-associatedor

free-schoolsets

OceanicwhitetipsharkVulnerableonIUCN

redlistretentionbannedbytunaRFMOs

listedonCITESAppendixII

By-catchtarget

(Δλ T)

BraziliangovernmentMinimizeby-catch

Rulesfocusontargetsforuseofminimizing

measuresratherthanonby-catchnumbers

NotwelldefinedRFMOssuggest

minimizingby-catchCouldconsiderPBR

foroliveridleyszerocatchforleather-

backs(reflectingtheirrespective

populationstatus)

IATTC(2015)zeroretention

storingorsellingandlive

releaseofby-caughtrays

whenpossibleImplies

by-catchminimization

Targetby-catchlevelnotdefineddueto

uncertaintyRFMOsbanretentionlanding

andtrans-shipment

Mitigationhierarchyelement

Avoid

[timeareaclosuresnight-timesetting]

[timeareaclosuresdeeperlines]

[timeareaclosures]

[deepsetting]

Minimize

[torilineslineweights]

[monofilamentlinecirclehooks(not

leatherbacks)]

ndash [hardtoavoidcatching]

[monofilamentlinecirclehooksbanon

steelleaders]

Remediate

ndash [hardtoreleasealive]

[improvedhandling]

[improvedhandling]

[shortsets]

Offset

[invasiveeradication]

[beachprotection]

[illegaltrade]

[informationgatheringillegaltrade]

Factorsaffectingoperationalization

Scopefor

incentives

Participatoryresearchonbarrierstouptakeof

minimizationmeasuresPositiveincentives

forthoseusingnewmeasurespaidforby

forexamplefisheries-widelevy

Certificationsustainabilitystandardsin

exportmarkets

Transitionalpaymentsto

promotebetterhandlingon

deckhenceimproving

survival

Ifinformationgatheringseenasavalidoffset

duetohighuncertaintyfundingatagging

schemecouldincentivizefisherstocollect

dataonsharkcatchratesurvivalof

releasedsharksby-catchhotspotsto

supportimprovementsacrossthewhole

mitigationframework

(Continues)

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 7: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp7MILNER- GULLAND Et AL

themitigationhierarchy In theabsenceofhighqualitypopulationdatawithwhichtoparameterizeamodelaPBR-basedapproachisbeingusedtosetatargetby-catchlevel intermsofnumberof in-dividualsofeachoftheturtlespeciescaughtinthefisheryExpertopinionfromfishersandProdelphinusstaffsupplementedbydatafromalong-runningby-catchobserverprogrammeoperatingoutoftheport(Alfaro-Shiguetoetal2011)givesthepotentialreductioninturtleby-catchnumbersasaresultofagivenmitigationapproachInterviews and focus groups with fishers provide understandingof their preferences for different by-catchmitigation approachesbarriers and constraints to implementation and potential partici-pationindifferentincentiveschemesthiscanbesupplementedbyDiscreteChoiceExperimentsprovidingempiricalestimatesforpref-erencesforcombinationsofby-catchreductionmeasures(cfRogers2013)Thisfieldresearchproducesashort-listoffeasiblemitigationmeasuresateachstageinthemitigationhierarchyforcostingandtesting(egspecificareasortimesforfisheryclosureunderavoid-ancecombinationsofhooktypesandnetmodificationundermini-mizationtraininginturtlehandlingandreleaseforremediationandimprovingby-catchperformanceofothergeartypesintheareaforoffsetting)Thisenablestheanalysisoftheeffectivenessandcostof various combinations of by-catch reduction strategies framedwithinthefourstepsofthemitigationhierarchy(avoidminimizere-mediateoffset)withacleartargetby-catchreductiongoalinmind

4emsp |emspCOMPARING KE Y DEBATES BET WEEN TERRESTRIAL NNL AND BY- C ATCH MITIGATION

41emsp|emspThe hierarchical nature of mitigation

Terrestrial situationsareusuallyviewedas requiringastricthierar-chywithavoidanceminimizationandremediationtakingprecedenceoveroffsetsPartofthereasonforthishierarchymaybesocietalval-uesandexpectationsbut also it is a reflectionof reversibility anduncertaintyTheterrestrialmitigationhierarchywassetuptoaddresshabitatdestructioncausedbydevelopmentwhich iseffectively ir-reversiblehenceavoidanceisstrictlypreferredfromaconservationperspective Inpractice avoidancehasbeenaneglected step andmuchofthedisquietaboutbiodiversityoffsettinghasbeenbecauseofthetendencytopaylipservicetoavoidanceandfocusinsteadonoffsetswhich thenmay be implemented on paper only (HoughampRobertson2009Phalanetal2017)EvenwithperfectenforcementandcompliancewithmeasuresfurtherdownthemitigationhierarchythestrictavoidanceofhabitatlossismorecertaintolimitimpactthanreducinglossesinthecourseofapotentiallydamagingactionwhichismorecertainthanrestoringdamageafterthefactorcompensatingforitwithactionselsewhereOfteninterrestrialsystemsmultipliersareusedattheoffsetstagetoreflectthisuncertaintyrequiringthatanadditionalamountofequivalentlandisprotectedinanoffsetoverandabovetheamountthatislostduringthedevelopment(withtheratiooflandoffsettolanddestroyedinthe10sto100sdependingonthecircumstancesMoilanenVanTeeffelenBen-HaimampFerrierFr

amew

ork

step

Cas

e- st

udy

Alb

atro

sses

lon

glin

esTu

rtle

slo

nglin

esRa

ysp

urse

sei

nes

Oce

anic

whi

tetip

slo

nglin

es

Major

uncertainties

Lackofspecies-levelidentificationof

by-catchlackofunderstandingof

compliance

Lackofecologicalknowledgeofturtle

populationtrendsampdistribution

Potentialforsignificantadditional

by-catchfromcoastalgillnetfishery

Impactofcatchonmobulid

survivalPredictorsof

mobuliddistributions

Lackofobserversorreportingsoverylimited

understandingofby-catchlevelsspatio-

temporalencounterhotspotspost-release

survivalcompliance

Keyobstacle

Compliancewithexistingrulesmustbe

improved

Fundingforalternativestofishingata

largeenoughscaleLongtimelagand

uncertaintyinoffseteffectiveness

Limitedknowledgeofmobulid

distributionsmakes

avoidancedifficult

Lackofmonitoringlimitsoptions

Overallassessment

Existingmeasuresforimprovingimplementa-

tionofminimizationstepalreadyexistbut

needincentivizingoffsettingcouldprovide

short-termgainstocomplementthese

Targetedfundingcouldfacilitateimprove-

mentsthroughoutthehierarchyBest

approachmaydifferbyspecies(particu-

larlyleatherbacksvsothers)

Focusonremediationstepis

currentlythemainoption

avai

labl

e

Somepotentialforminimizationthrough

deepsettingbutchallengingtochange

behaviourinthisfisheryelectronic

monitoringsystemswouldhelp

Keyreferences

BugoniManciniMonteiroNascimentoamp

Neves(2008)Wanlessetal(2009)

Alfaro-ShiguetoDuttonampMangel(2007)

Halletal(2012)Andrakaetal(2013)

JonesampFrancis(2012)Hallamp

Roman(2013)Crolletal

(2016)Fowler(2016)

Tolottietal(2015)

Ticksindicatethepotentialforactionatdifferentstepsofthehierarchybasedonfeasibilitycurrentknowledgeandimpactonmortality(

=highpotential

=somepotential

=limitedpotential

ndash=nopotential)TextinbracketsgivessuggestedmeasuresateachlevelofthehierarchytheseareillustrativeratherthandefinitiveTheinformationforthecase-studiesisbasedontheexpertknowledge

oftheauthorsthroughtheirinvolvementinmanagementoftheby-catchissueinthesefisheriesRFMOregionalfisheriesmanagementorganizationPBRpotentialbiologicalremoval

TABLE 3emsp(Continued)

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

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Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

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BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 8: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

8emsp |emsp emspensp MILNER- GULLAND Et AL

2009)Bycontrastinfisheriessettingstherehavebeensuggestionsthatdependingonthelegalenvironmentitmaybemoreappropriateforoffsetstobeusedaspartofaleast-costconservationapproachalongsidemoretraditionalmitigationmethodsratherthanasthelaststep inamitigationhierarchy (DuttonJosephSquiresampWilliams2011DuttonampSquires2008WilcoxampDonlan2007)

42emsp|emspOut- of- kind offsets

Out-of-kind offsets are those which do not act to increase theimpact-affectedbiodiversityIntermsofourconceptualframeworktheyareoffsetswhichdonotacttoincreasethepopulationgrowthrateoftheby-catch-affectedfocalpopulation(Equation1)Forex-ampleonesuggestedbenefitof raising funds foroffsetting fromaby-catchtaxonfishersisthattheproceedsfromsuchataxcanfinanceoffsetselsewherewithintherangeoftheby-catch-affectedpopulation (Dutton amp Squires 2008) Although not a true offsetunderamitigationhierarchyfundsfromtheCaliforniadriftgillnetindustry in 2002 financed sea turtle nesting site conservation inBajaCaliforniaforcompensatorymitigationofseaturtleby-catch(Jannise Squires Seminoff amp Dutton 2010) In terrestrial (andmarine)systems itcanbemorechallengingtodefinethe impact-affected biodiversity because impact is rarely as clearly linkedtoagivenspeciesandstockas it is forby-catchBecauseofthisthelocationandbiodiversitytargetofconservationactionsfallingundertheldquooffsetrdquoheadinghassometimesbeenlooselyrelatedtotheactual impactBest-practicestandardsstatethatoffsetsmustbeimplementedasclosetothedamagingactivitiesaspossibleandfocusonbiodiversityassimilaraspossibletothatwhichhasbeenimpacted (BBOP 2012) However there have also been calls forldquoout-of-kindrdquooffsetsthatgivemoreconservationbang-for-buckbyfocussingonthreatenedspeciesorrarehabitatsorareasinneedofconservation rather than the impactedareasor specieswhichmay be considered less ldquovaluablerdquo for conservation (Bull Hardyetal2015)Thishasledtosubstantialdebateastotheappropri-atelimitsonthegeographicscaleandbiodiversityfocusforoffset-ting(egApostolopoulouampAdams2017)Italsodrawsattentiontothesubjectiveanduser-definednatureof theword ldquobiodiversityrdquo(Morar ToadvineampBohannan 2015) As it is impossible fully tooperationalizetheconceptimplementersofthemitigationhierar-chyhavelatitudetointerpretbiodiversityaccordingtoforexampleeaseofmeasurement perceived societal valueormitigation cost(Maron etal 2016) In our casewe take a narrow focus on theby-caughtspecies itself this is in linewithmuchof the literatureon by-catch but notwith the broader discourses on ecosystem-basedapproachestomarinemanagementandecosystemservices(RosenbergampMcLeod2005)Thesediscoursessuggest theneedforamorefunctionalecosystem-basedapproachtononetlossofbiodiversitythishasyettotranspireeitherinthemarineorintheterrestrialliteraturepossiblybecausesubstantialchallengesinde-finingimpact-affectedbiodiversitytheninevitablyensue

Asmarinemegafauna stocks are often transboundary andmi-gratorydefiningtheappropriatespatialunit foroffsettingmaybe

achallengebecause themosteffective location foranoffsetmayormaynotbewithintheareaofinfluenceofagivenfisheryClearlyandpreciselydefining the spatial unitwithinwhich themitigationhierarchywill be implemented during theprocess of defining theoverallgoal(suchasNNL)isvitalThisunitshouldreflectthescaleoverwhichanactionwillaffectλToffsetswhicharewithinthedis-tributionofthefocalstockoftheby-caughtspecies(asdefinedforEquation1)arenotout-of-kindHoweverchallengesemergewhenthe appropriate spatial unit for offsetting activities is different totheappropriatespatialunitforotherelementsofthemitigationhi-erarchywhicharelikelytobedefinedinsteadbyjurisdictionalareaor target fish stock distribution Inmany fisheries the species af-fectedbyby-catchmaynotbewellenoughknownandoffsetsmayaccordinglyneedtobebroadlytargetedtobenefitanypotentiallyaffectedspeciesTrueout-of-kindoffsetswouldincludefundingtheconservationofunaffectedspeciesorstocksofhabitatsnotusedbythefocalstockorcontributionstoaconservationfundwithoutaclearcommitmentthatthefundsaretobespentonincreasingλT for thefocalby-caughtstockTheseareunlikelytoformpartofbest-practiceguidanceforby-catchoffsets

43emsp|emspResearch as an offset

Arelatedareaofactivecontroversyformarineby-catchiswhetherresearchor informationgatheringshouldbeseenasavalidoffsetmechanism The rationale is that this research could be used toreduceuncertaintypromote innovationand thereby improveout-comes for by-caught species albeit indirectly An offset could beusedto incentivizebetterdatacollectionfor instanceusingaby-catchlevytopayfortaggingortoputby-catchobserversorelec-tronicmonitoringsystemsonboatsThismightbeapreludetolatermitigation or avoidance activities once more is known about thebiological settingWhether research activities could appropriatelybeconsideredaspartofanldquooffsetrdquoiscontroversialmdashinsomecasesan indirectbenefit to theby-caught stockmightbe clearly appar-ent(egtheoceanicwhitetip(Carcharinus longimanusCarcharinidae)case-studyinTable3)whileinothercasesusinginvestmentinre-searchasanoffsetcouldbeseenasacaseofmoralhazardpoten-tially compromising scientistsrsquo independence and having at best ahighlyindirectrelationshiptoNNLoftheby-caughtspeciesAnotherviewisthatreducinguncertaintyisacoreresponsibilityofoperatingafisherywhichthereforeshouldbebornebythemanagementau-thorityorfishingbusinessesInterrestrialsystemsthesedilemmasalsoexistbutthesentimentismuchmoreclearlyexpressedthatre-searchactivitiesarenotappropriateoffsets(BullGordonWatsonampMaron2016)

44emsp|emspIncentivizing implementation of mitigation measures

Thefactorsthatdrivedecision-makingaboutmegafaunaby-catchreduction (by skippers companies fishery managers policymak-ers and other stakeholders) include legal obligations tominimize

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

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Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

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BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

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Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 9: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp9MILNER- GULLAND Et AL

by-catch at the national or international levels (eg FAO 2011Rice 2014) the availability and quality of technical fixes associ-atedcosts tofishers limitsonaccesstoseafoodmarketsaswellassocietalpressuresHowevermuchresearchonby-catchreduc-tion focuses on identifying and implementing technicalmeasuresto reduceBPUE rather thanon the social andeconomicbarriersto implementation (Campbell amp Cornwell 2008) Technologicalinnovation to improve BPUE needs to be appropriately incentiv-izedwitheffortsmadetoensurethatsuchmeasuresareascost-effective as possible for fishers (Gjertsen Hall amp Squires 2010Lent amp Squires 2017) However it often happens that even ap-parently suitable by-catchmeasures are notwidely implemented(eg Damalas amp Vassilopoulou 2013 Orphanides amp Palka 2013RadzioSmolinskyampRoosenburg2013)Inthesecasesthedegreeofnon-implementationandthereasonsbehinditneedstobeun-derstoodsoitcanbeaddressed(Coxetal2007)Thesetypesofconsiderationarealsonotwellresearchedintheterrestrialoffset-tingliteraturebecausecomplianceispoorlymonitored(BullSuttleGordonSinghampMilner-Gulland2013)andthereislittlesupportfor researchon thebarriers to implementationofamitigationhi-erarchyandhowtosupportdeveloperstoaddressthesebarriers(BullBryantBakerampMilner-Gulland2015)Thesocialimpactsofimplementingabiodiversitymitigationhierarchyonresourceusersarementioned inguidance (egBBOP2012)buthowtomeasureandaccountforthemisverypoorlyunderstoodThefewstudiesin-vestigatingdeliveryofpromisedoffsetmeasuresinterrestrialsys-temssuggestaverypoorrecord(QueacutetierRegneryampLevrel2014)Therefore the social side of implementing the mitigation hierar-chyand incentivizingcompliance isanarea thatneedsmore andmoreactiveresearchwithinboththeterrestrialandmarinerealms(FultonSmithSmithampvanPutten2011)Thisisparticularlytruewhentheburdenof implementingmitigationapproaches isbornebyrelativelysmall-scaleproducersratherthangovernmentsormul-tinationals(egthepelagiclonglinefisheriesinTable3)

45emsp|emspSocietal limits

Foraspeciesathighriskofextinctioncompleteavoidanceofby-catchmightbethemostdesirablepolicyfrombothamanagementagency and societal perspective In addition with emblematic orhighlythreatenedmarinemegafaunaitmaybeviewedbymembersof the public asmorallywrong to kill any individuals even ifmiti-gationisinplace(egMauirsquosdolphinHamneretal2014) leadingtopressureongovernmentstoreflectthisethicalconcerninregu-lationsThesedilemmasecho the issueof thresholds in terrestrialoffsetswhichrecognizesthattherearesomecriticalareasinwhichdevelopmentisnotsocietallyappropriateregardlessofthepoten-tialformitigationandotherareasinwhichthemitigationhierarchycan be appropriately applied (Bull etal 2013) Examples of loca-tionswhereathresholdapproach isseenasappropriate interres-trial systems include the habitat of highly endangered species orecosystemswhich are limited in extent and irreplaceable (such asoldgrowthforest) In terrestrialsystems therefore themitigation

hierarchyisseenasmostappropriateforapplicationinmorecom-monanddegradedhabitatssuchasfarmlandSimilarlyinfisheriestheremaybesomesituationsinwhichthestockssubjecttoby-catchare so precious or threatened that no level of threat from fishingcanbecontemplatedandotherswherefishingsubjecttoNNLandthemitigationhierarchyisasociallyacceptableapproachInsitua-tions inwhich trade-offs between conservation and developmentareseenasnecessaryoracceptablebywidersocietyasociallicencetooperatemaybegainedthroughadoptingoffsetsintheabsenceofregulationForexampleinsub-SaharanAfricaseverallargedevel-opmentprojectsareattemptingtooffsettheirimpactsongreatapesandtheirhabitats(Kormosetal2014)Aby-catchequivalentmightbe fishing companies voluntarily donating funds for turtle nestingbeachrestorationintheirareaofoperationinadditiontocomply-ingwithregulatoryby-catchmitigationmeasuresThesemeasuresmayimprovetheimageofthecompanywiththegeneralpublicbuttoavoidaccusationsofldquogreenwashingrdquotheireffectivenessneedstobeproperlyscrutinized(Bulletal2016)Transparentlyembeddingthesetypesofactionswithinamitigationhierarchysuchasweareproposing and critically evaluating their contribution to increasingthepopulationgrowthrate(asperEquation1)wouldbeonewaytopromptsuchscrutiny

46emsp|emspUncertainty

The nature of the uncertainties surrounding biology and enforce-ment in themarine setting raisesquestions about theorderingofsteps in themitigationhierarchy inaway that isdissimilar to ter-restrialsystemswherethehierarchyofuncertaintiesmaybecleareranduncertaintyisgenerallylowerForexampleitmaybethattheimpactonoverallpopulationgrowthrateofanoffsetmeasurelikeeradicating invasivespecies fromaseabirdnestinghabitat isbothless uncertain and more cost-effective than avoidance measuressuchasclosingareaswhichmayormaynotbefrequentedbyadultseabirds in a given time-periodGenerally though itmightbe as-sumedthatmeasureswhichtargetlifestagessubjecttohighlevelsofnaturalmortalityorwithinwhichindividualcontributiontoover-allpopulationgrowthrateislow(egheadstartingjuvenileturtles)maybelesseffectiveinachievingNNLthanmeasureswhichtargetreproductivelymatureadultfemales(suchaslivereleasesHeppellCrowderampCrouse1996)Howeverbeforeimplementinganoffsetthataimstoimprovethesurvivalofonelifestageinordertocom-pensatefortheby-catchmortalityofanotherarobustassessmentoftheconsequences(withassociateduncertainties)shouldbecar-ried out through detailed population modelling based on strongempiricalstudies(cfWallaceHeppellLewisonKelezampCrowder2008)Interrestrialsystemstherequirementsequentiallytoapplythemitigationhierarchyisbroadlyunchallengedbutactuallysimilararguments apply For example habitat restoration sits above off-settinginthehierarchyandyetitisalong-termuncertainprocesswhichmayinsomecircumstancesbemuchlesspreferabletoanoff-setusingawell-establishedapproachwhichishighlylikelytoleadtoconservationgains

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

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Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

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BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

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BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

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BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

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Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 10: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

10emsp |emsp emspensp MILNER- GULLAND Et AL

47emsp|emspTemporal considerations

Thetimingofoffsetsinrelationtootherelementsofthemitigationhierarchyhasbeenthesubjectofdebatewithintheterrestriallitera-tureThemainsuggestionforaddressingthetemporarylossofbio-diversitywhileoffsetscometofruitionhasbeenadoptingmitigationbankingwherebyoffsetsareimplementedinadvanceofpotentiallydamagingactivitiesprovidingbiodiversitycreditswhichcanbeusedtocompensateforlaterlossesThisbothremovesanelementofun-certaintyfromtheoffsetimplementationandreducesthetimelagbetweenlossandgain(Mann2015)Withrespecttomarinemega-faunaby-catchflexibilityintimingprovidesadditionalscopeforcostreduction and benefit enhancementwhichmay not be present intraditionalhabitat-basedterrestrialoffsetsForexampletemporarymeasuressuchasashort-termby-catchtaxtofundanoffsetmaybeusedifmitigationoravoidancemethodstaketimetocomeonlineorifatemporarynudgeisenoughtocausebehaviouralchangeThismightbethecaseifapolicywasneededtoinducefisherstotakeupnewgeartoavoidthecostofanoffsetorifconcernsaboutsafetyoryieldreductionsduringthetransitiontonewgearcouldbeallayedbyatemporarysubsidyforearlyadoptersorapaidparticipatorymoni-toringprogrammeto informwider implementation(egthemobu-lidandsharkcase-studiesinTable3)Justasforhabitatrestoration(ZedlerampCallaway 1999) by-catchoffset strategieswhich targetjuvenilestagesof long-livedspecies (eg turtleheadstartingor in-vasive removal fromseabirdnesting islands)may takemanyyearsfor their effects to become apparent in an increase in populationgrowthratesAdditionaluncertaintyisintroducedbythedifficultyinmonitoringpopulationsofmanyby-catch species (eg seabirdsHatch2003)leadingtouncertainestimatesoftheimpactofoffsetactivitiesonpopulationgrowth(seecase-studiesinTable3)Theseproblemsarenot insuperablehoweverpositivetrendshavebeenreportedinturtlepopulationsoverdecadesasaresultofnestpro-tection(egDuttonDuttonChaloupkaampBoulon2005)

5emsp |emspUSING INCENTIVES TO REDUCE BY- C ATCH

Manyoftheexamplesandprinciplesdiscussedaboveeitherimplic-itlyorexplicitlyrelatetotheeconomicsocialinstitutionalormoralincentivesoperatingondifferentactorsinsideandoutsidethefish-erywhichcanbepositiveornegativeWenowturntoadiscussionofhowincentivescanbeusedtoreduceby-catchwithinourframe-workIncentivescanbeputinplacetochangefisherbehaviourwithrespecttoanyoftheelementsoftheframework (avoidminimizeremediateandoffsetTable3)Althoughdiscussedintheliteraturemostof these incentive approaches are yet tobe implemented inthe realworldparticularly forby-catchThereforeuntil empiricalevidenceoftheireffectivenessisavailablethesesuggestionscomewithacaveat

Financial costsofby-catchmitigationactions canarise for in-stancefromlostcatchcapitalinvestmentsinnewgearormitigation

equipmentor the lossofaccesstoafisheryCostsmayalsoarisefromthedeploymentofby-catchobserversortrainingintheuseofnewgearThesecostscanbepaidbyfishingcompaniesorindivid-ualsorbygovernmentsNGOsorseafoodconsumersWhetherornotcompensationforcostsincurredbyfishersisseenasappropri-atedependsonwhetherby-catchreductionisseenasasocialgoodthatfishersareproviding(inwhichcasetheyshouldbecompensatedforit)orasputtingrighttheharmthattheyaredoingtobiodiver-sitywhilegeneratingtheirownprivategain(ineconomiclanguagewhetherby-catchisviewedasanunpricedexternalityinwhichcasetheyshouldpay)Italsodependsonwhethereconomichardshipwillensueacaseforcompensationofby-catchreductioncostsincurredbypeopledependenton fishing for their livelihoodsmaybemoresympatheticallyreceivedbyotheractorsthanacasemadebyalargemultinationalfishingcompany

Ifby-catchisseenasanunpricedexternalityitmightbesociallyoptimaltotaxfishersfortheirby-catchsothatthisexternalityisin-ternalizedThisplacesanexplicitpriceuponby-catch(Boyce1996Pascoeetal2010SquiresampGarcia2014)Theby-catchprice islikely to be incorporated into the price of the target species andtherebybecomespartofthetargetspeciescostThispricecouldbeset differently for different demographic classesof theby-caughtspecies depending on the impact the loss of an individualwouldhaveonthepopulationAllelsebeingequalputtingapriceonby-catchmeans that theseafoodproduct that is the targetcatchbe-comesmoreexpensiveandconsumershave topaymore for theirseafoodreducingdemandTheninprincipleeveryfirminthesup-plychaineveryvesselandeveryconsumerhaveanincentivetore-duceby-catchuntileacheconomicactorrsquosmarginalcostofby-catchreductionequals thecommonpriceofby-catch that theyall faceOffsetsareonewaytopriceandinternalizetheby-catchexternalitycostIfanoffsettingactioniscostlytoimplementandmustbepaidforwith each unit of by-catch it implicitly prices the residual by-catch In this circumstance the effect from a financial standpointisthesameasaby-catchtaxwiththe levelsetbasedonthecostoftheoffsetVariousinstitutionalstructurestosupportthischargeperunitofby-catcharepossiblewithdifferentimplicationsintermsofthedistributionofcostsandbenefitsForexampleaninsuranceschemecouldbepaidintobyfishersthatpaysoutintheeventofaby-catcheventtherebyspreadingthecostofunavoidablerareby-catcheventsOratradablepermitschemecouldoperatesuchthatfisherswhoexperienceaby-catcheventcanbuyapermitwiththecostvaryingdependingondemandforpermits (henceprovidingavessel-levelincentivetoinnovatetoreduceby-catch)

If there isdemandforconservation inan internationalmarketthen price premiums and market access (through eco-labellingsupply chain certification other food sustainability campaignsWardampPhillips2010)orboycottsactingasstrategicthreatsfromconsumers (Kotchen 2013 Segerson 2010) could act as positiveornegativeeconomic leversonthe fisheryprovidingan incentivefor fishers to reduce their by-catch voluntarily (as has been sug-gested for the Brazilianmahi-mahi fishery Table3) For exampletheMarine StewardshipCouncil now includesby-catchmitigation

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 11: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp11MILNER- GULLAND Et AL

intheircertificationprocess(MSC2014)Demand-ledleversmaybemoreorlessapplicableatdifferentlevelsinthehierarchyforexam-pleavoidancemayberelativelyhardtoevidencewhileoffsettingmaybelesseasytoselltoaconsumerthanminimizationorreme-diationConcerns about the unintended consequences of positiveincentives (particularlyfordirectsubsidiesratherthanconditionalincentives)maydeterminewhethertheyareanappropriateinstru-mentinagivencaseForexampletheymaybeinappropriateifthereisariskthattheadditionalmoneyisreinvestedinincreasedfishingcapacityor iftheremaybeconsumptionproductionorconserva-tionleakages(transferoftheproblemsomewhereelse)whetheratthe vessel fishery or trans-national levelHigh transactions costsmayalsolimitthebenefitsofincentivesschemes

Otherchangeswhichmayneedtobeincentivizedforsuccessfulimplementationofby-catchreductionpoliciesmaybelessamenabletofinancialmeasuresatleastpartlybecauseitislessclearhowtoassign financial value to theactionsor to thebenefits and losseswhichtheyproduceForexampleperceivedreductionsinsafetyforfishingcrews(fromweightedlonglinesfor instance)arecoststhatmaybehardtovaluefinanciallyOtherprerequisitesfor long-termsustainable behaviour change such as changes in social norms sothatfishingcommunitiesseeby-catchreductionasappropriatebe-haviourortechnicalskillacquisitionsothattheycanusenewmeth-odsmaybeincentivizedbycarefullydesignedinterventionsworkingwithfishers(Halletal2007)Conservationpoliciesbasedoneco-nomic incentives (extrinsicmotivation) are not always superior tothosebasedupon intrinsicmotivation Infact incentive-basedby-catch reduction policy instruments could even be counterproduc-tivebyreducingtheeffectivenessofintrinsicmotivationdependingupon the situation (although the empirical evidence on this topicisweak RodeGoacutemez-BaggethunampKrause 2015) If the changerequiredforby-catchreductiontoworkmeetscultural resistancethenparticipatory researchmightbeespeciallyeffective inbreak-ingdownbarriersbetweenthosewhowantby-catchreductiontotakeplaceandthosewhoactuallyhavetoimplementit(thefishers)ForexampleinAustraliathegovernment-fundedbodyOceanwatchfacilitatesengagementbetweencommunities thefishing industryseafood suppliers and government to improve knowledge sharing(wwwoceanwatchorgau)Innovationiscrucialinfisheriesandfish-ersareaccustomedtoadoptingnewtechnologyorprocessespo-tentiallymakingan incentivizedparticipatory researchprogrammeespeciallyfruitful

Sometimes the most efficient way to solve problems is a so-cial instrumentoran institutionalchange inplaceoforaswellasan economic instrument For example supporting developmentof fisherorganizations rather than instituting a vessel-level taxorsubsidy might provide the impetus needed to change behaviourInstitutingcatchshares(individualtransferablequotas)mayprovideanenablingenvironmentforby-catchreductionforexamplebypro-motingmoreeffectivemonitoring(Grimmetal2012)Experiencein terrestrial system produces similar insights incentive-basedschemeswhichalsobuildcommunitycohesionandsupportthede-velopment or strengthening of localmanagement institutions are

more effective in the longer run than direct economic incentives(Clementsetal2010)

6emsp |emspCONCLUSIONS

The framework we present here is novel It draws upon and ex-tends the frameworks for conceptualizing by-catch developed byHall (1996) and Hall Alverson andMetuzals (2000) It amalgam-atesHallrsquos frameworkwith themitigationhierarchyasused in theEnvironmental Impact Assessment literature (BBOP 2012) Thesuggestions about goals metric andmitigation actions are drawnfromtheempiricalby-catchliteratureandtheissueswediscussin-tegratetheconcernsoftheextensiveterrestrialandnascentmarineoffsetting literature with the by-catch literature The frameworkmakesclear thatanearlycrucial step is toclarify thegoalofanyby-catch reduction policyOverarching goals like those issued bytheConventiononBiologicalDiversity(egAichiTarget11that10ofmarinehabitatshouldbeunderprotectionby2020)needtobetranslatedintooperationaltermswithineachfisheryCurrentlyleg-islatedoragreedby-catch reductiongoals tend tobe less specificthantheycouldbeandthisleadstoproblemsininterpretingthesegoals inordertoplanaby-catchmitigationstrategy(seethecase-studies inTable3 for examples) This ambiguity is tobe expectedwithinnegotiatedtargetsbutitisachallengenonetheless(Maxwelletal2015)Usingacommonunitofby-catch impactsuchastheΔλTwhichweuseherewouldbehelpfulbothinclarifyingexpecta-tionsandevaluatingtheeffectivenessofelementsofthemitigationhierarchy

Once the by-catch goal is known options for implementingavoidanceminimizationremediationandoffsetscanbeclarified(asinTable2)Howeveroutsideof the interconnectedbiologyof theecosystemby-catch isembeddedwithinsocialandeconomicsys-temsDifferentunitsofanalysismaybeneededatdifferent levelsofthehierarchytocopewiththechallengesofincompleteoverlapbetween jurisdictional units fisheries target stocks and by-catchstocksJurisdictionalissuesareimportantandcomplexpotentiallyimpeding implementationFleets interact raisingtheriskofpolicyleakageforexampleifpeopleshifttootherfisheriesgearorliveli-hoodsThereforethescaleatwhicheachelementofthemitigationhierarchyisimplementedislikelytovarywithincentivestomitigateoftenbeingbest appliedat thevessel level focussedon reducingindividualmortalitywhileoffsettingisimplementedatthescaleoftheby-catchspeciesrsquostockWithtransboundaryspeciesunilateralconservationinonejurisdictioncreatesthepotentialforproductiontrade and conservation leakages For example a conserving Statecouldimplementtheavoidancestepandshutdownordramaticallycurtailitsownproductionofswordfishtoreduceseaturtleby-catchbuttheknock-oneffectmaybemoreimportationofswordfishfromfleetswithhigherseaturtleby-catch(RausserHamiltonKovachampStifter2009)

Translatingtheframeworkfromaspeciestoanecosystemlevelwill require consideration of the potential interactions between

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

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Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 12: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

12emsp |emsp emspensp MILNER- GULLAND Et AL

by-catchmitigationapproachestargetedatdifferentspecies(Serafyetal 2012) Actions to mitigate by-catch for one group of spe-cies can increase or decrease it for others and so a system-wideapproach isneededForexample changing fromJ-hooks tocirclehookstoreducemortalityofturtlesmaydecreaseorincreasesharkmortality(Andrakaetal2013GodinCarlsonampBurgener2012)In terrestrial systems similar interactions arise and value judge-mentsaremade(whetherexplicitlyorimplicitly)astowhatlossandgain of ldquobiodiversityrdquo translates to in operational terms andwhatelementsofbiodiversitymattermosttoimplementers

Uncertainty is high in ocean ecosystems creating both chal-lengesandopportunitiesinapplyingtheconceptofNNLthroughamitigationhierarchythatincludesoffsettingInparticularformarinemegafaunathereishighuncertaintyintheprocesseslinkinganyel-ementofthemitigationhierarchythroughtochangesinpopulationgrowthrateFurthermore impactscanbelong-termhardtomea-sureandspatiallydiffuseanduncertaintyisnotpredictablyspreadthroughthehierarchyThiscreatesadifferentsetofchallengestothosefacedinterrestrialsystemswhereatleastforsometypesofenvironmentalimpactthelinksbetweenactionandimpactarerel-ativelydirectandmeasurableanduncertaintygenerally increasesthroughthemitigationhierarchy (fromavoidthroughminimizere-mediatetooffset)

By-catch reduction measures have had significant successesoverthelastdecadesasaresultofsubstantialinvestmentoftimeand funding by researchers management authorities conserva-tionorganizationsandfishers(Coxetal2007)Howeverthissuc-cessisnotuniversalJustasforanyfisheriesmanagementissueapoorregulatoryregimelimitedcomplianceandlackofinforma-tionhampereffortstoreduceby-catchInsomeplaceshighlevelsofby-catch limitedoptions formitigationandweakgovernance(leadingtopoorenforcement)cancombinetomaketheby-catchproblemintractableOurframeworkwillnotsolvetheseproblemsHowever itbrings together the full rangeofapproaches forby-catchmitigationinastructuredandsystematicwaywhichrequiresatargettobeexpressedagainstwhichoutcomescanbeevaluatedByexposingareasofuncertaintyanddatadeficiencyitcouldchal-lengescientistsandmanagerstoobtainthedatarequiredproperlytoevaluate theeffectivenessofmitigationmeasuresThis couldthensupportandencourageclearerdecision-makingandprioriti-zationofactionsOurframeworkdemonstratesthattheprincipleof implementing thegoalofnonet loss throughamitigationhi-erarchy isasapplicable tomarinemegafaunaby-catchas to ter-restrial systems where it is already widely used in challengingdata-poorcircumstances

There isuntappedpotential forcost-effectiveby-catchmitiga-tionwhichcouldberealizedwiththeadoptionofthisframeworkandwithconsiderationofnewapproachestoincentivizingby-catchmitigationwithinthestepsofthehierarchyApplyingittoafewcase-studiesinpracticewilldemonstrateempiricallywhereandhowthepotentialforimprovedeffectivenesscouldbestberealizedExistinglegalframeworksoftenprecludeapproacheswhichimplicitlyorex-plicitly permit by-catch including the use of economic incentives

ornewapproachessuchasoffsetsHoweverinthiscontextofdy-namicuncertaintythedividendsofthinkingmorecreativelyaboutby-catchmitigationcouldbehigh

ACKNOWLEDG EMENTS

EJMG acknowledges the Pew Charitable Foundation for its sup-port of thiswork This article originated at a 2013workshop co-organized by NOAA-Fisheries and IUCN-CEEM-FEG entitledldquoMultidisciplinaryWorkshoptoAddressEcosystem-LevelImpactsofFisheriesBycatchonMarineMegafaunaBiodiversityConservationthrough Mitigation Policy Economic Instruments and TechnicalChangerdquo We thank the reviewers for their insightful commentswhichmuchimprovedthemanuscript

ORCID

E J Milner-Gulland httporcidorg0000-0003-0324-2710

R E FE R E N C E S

Alfaro-Shigueto J Dutton P H amp Mangel J (2007) Interactionsbetween leatherback turtles and Peruvian artisanal fisher-ies Chelonian Conservation and Biology 6 129ndash134 httpsdoiorg1027441071-8443(2007)6[129ibltap]20co2

Alfaro-Shigueto JMangel JCBernedoFDuttonPHSeminoffJAampGodleyB J (2011) Small-scale fisheriesofPeruAmajorsinkformarineturtles inthePacificJournal of Applied Ecology481432ndash1440httpsdoiorg101111j1365-2664201102040x

Alfaro-ShiguetoJMangelJCPajueloMDuttonPHSeminoffJ A amp Godley B J (2010) Where small can have a large im-pact Structure and characterization of small-scale fisheries inPeru Fisheries Research 106 8ndash17 httpsdoiorg101016jfishres201006004

Andraka SMugM HallM PonsM Pacheco L ParralesM hellipOrtega D (2013) Circle hooks Developing better fishing prac-ticesintheartisanallonglinefisheriesoftheEasternPacificOceanBiological Conservation 160 214ndash224 httpsdoiorg101016jbiocon201301019

ApostolopoulouEampAdamsWM(2017)BiodiversityoffsettingandconservationReframingnaturetosaveitOryx5123ndash31httpsdoiorg101017S0030605315000782

BaacuteezJCRealRGarciacutea-SotoCJoseacuteMMaciacuteasDampCamintildeasJA(2007)Loggerheadturtleby-catchdependsondistancetothecoastindependentoffishingeffortImplicationsforconservationandfish-eries management Marine Ecology Progress Series 338 249ndash256httpsdoiorg101017S0030605315000782

BBOP (2012) Standard on biodiversity offsets Business and biodiversity offsets programmeWashingtonDCForestTrends

Bishop J (2006) Standardizing fishery-dependent catch and ef-fort data in complex fisheries with technology change Reviews in Fish Biology and Fisheries 16 21ndash38 httpsdoiorg101007s11160-006-0004-9

BoyceJ(1996)AneconomicanalysisofthefisheriesbycatchproblemJournal of Environmental Economics and Management31 314ndash336httpsdoiorg101006jeem19960047

BugoniLManciniPLMonteiroDSNascimentoLampNevesTS(2008)SeabirdbycatchintheBrazilianpelagiclonglinefisheryandareviewofcaptureratesinthesouthwesternAtlanticOceanEndangered Species Research5137ndash147httpsdoiorg103354esr00115

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 13: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp13MILNER- GULLAND Et AL

BullJWampBrownlieS(2017)Thetransitionfromnonetlosstoanetgainof biodiversity is far from trivialOryx51 53ndash59 httpsdoiorg101017S0030605315000861

BullJWBryantCBakerJampMilner-GullandEJ(2015December28)Developing measuring and communicating the outcomes of cor-porate biodiversity strategies [pdfdocument]RetrievedfromhttpwwwwildbusinessorgBull_etal_2015_WBLpdf

BullJWGordonAWatsonJEampMaronM(2016)Seekingcon-vergenceonthekeyconceptsinlsquononetlossrsquopolicyJournal of Applied Ecology531686ndash1693httpsdoiorg1011111365-266412726

BullJWHardyMJMoilanenAampGordonA (2015)Categoriesof flexibility in biodiversity offsetting and their implications forconservation Biological Conservation 192 522ndash532 httpsdoiorg101016jbiocon201508003

Bull JW Lloyd S P amp StrangeN (2017) Implementation gap be-tween the theory and practice of biodiversity offset multipliersConservation Lettershttpsdoiorg101111conl12335

Bull JW SuttleKBGordonA SinghN JampMilner-Gulland EJ(2013)BiodiversityoffsetsintheoryandpracticeOryx47369ndash380httpsdoiorg101017S003060531200172X

CampbellLMampCornwellML(2008)Humandimensionsofbycatchreduction technology Current assumptions and directions for fu-tureresearchEndangered Species Research5325ndash334httpsdoiorg103354esr00172

Caswell H Brault S Read A J amp Smith T D (1998) Harborporpoise and fisheries An uncertainty analysis of inciden-tal mortality Ecological Applications 8 1226ndash1238 httpsdoiorg1018901051-0761(1998)008[1226hpafau]20co2

ClementsTJohnANielsenKAnDTanSampMilner-GullandEJ (2010)Payments forbiodiversityconservation in thecontextofweak institutions Comparison of three programs from CambodiaEcological Economics 69 1283ndash1291 httpsdoiorg101016jecolecon200911010

CoxTLewisonRŽydelisRCrowderLSafinaCampReadA(2007)ComparingeffectivenessofexperimentalandimplementedbycatchreductionmeasuresTheidealandtherealConservation Biology211155ndash1164httpsdoiorg101111j1523-1739200700772x

CrollDADewarHDulvyNKFernandoDFrancisMPGalvaacuten-Magantildea F hellip Newton K M (2016) Vulnerabilities and fisher-ies impactsTheuncertain futureofmanta anddevil raysAquatic Conservation Marine and Freshwater Ecosystems 26 562ndash575httpsdoiorg101002aqc2591

Damalas D amp Vassilopoulou V (2013) Slack regulation com-pliance in the Mediterranean fisheries A paradigm from theGreek Aegean Sea demersal trawl fishery modelling discardogives Fisheries Management and Ecology 20 21ndash33 httpsdoiorg101111j1365-2400201200860x

DuttonDLDuttonPHChaloupkaMampBoulonRH(2005)IncreaseofaCaribbeanleatherbackturtleDermochelys coriaceanestingpop-ulation linked to long-termnestprotectionBiological Conservation126186ndash194httpsdoiorg101016jbiocon200505013

DuttonPJosephJSquiresDampWilliamsM(2011)Bellagioblue-print foractiononseaturtlesChapter2 InPDuttonDSquiresampM Ahmed (Eds) Conservation of pacific sea turtles (pp 15ndash36)HonoluluHIUniversityofHawaiiPress

DuttonPampSquiresD (2008)AholisticstrategyforPacificseatur-tlerecoveryOcean Development and International Law39200ndash222httpsdoiorg10108000908320802013685

FAO (2011 January 5) International guidelines on bycatch manage-ment and reduction of discards Rome Italy Food and AgricultureOrganisation [pdf document] Retrieved from httpwwwfaoorgdocrephelliptba0022t00pdf

Finkelstein M Bakker V Doak D F Sullivan B Lewison RSatterthwaite W H hellip Henry R W (2008) Evaluating the po-tential effectiveness of compensatory mitigation strategies for

marinebycatchPLoS ONE3 e2480httpsdoiorg101371jour-nalpone0002480

FowlerSJ(2016January5)Draft best practice mitigation guidelines for sharks and rays taken in purse- seine and long-line fisheries Convention on Migratory Species[pdfdocument]RetrievedfromhttpwwwcmsintsitesdefaultfilesdocumentCMS_Sharks_CWG1_Doc_3_2pdf

FrancisMP(2014)Survival and depth distribution of spinetail devilrays (Mobula japanica) released from purse-seine catches NIWA ClientReportNoWLG2014-2WellingtonNewZealandDepartmentofConservation

Fulton E A Smith A D Smith D C amp van Putten I E (2011)Human behaviour The key source of uncertainty in fish-eries management Fish and Fisheries 12 2ndash17 httpsdoiorg101111j1467-2979201000371x

GardnerTAHaseABrownlieSEkstromJMPilgrimJDSavyCEhellipTenKateK(2013)BiodiversityoffsetsandthechallengeofachievingnonetlossConservation Biology271254ndash1264httpsdoiorg101111cobi12118

GjertsenHHallMampSquiresD(2010)IncentivestoaddressbycatchInRAllenJJosephampDSquires(Eds)Conservation and manage-ment of transnational tuna fisheries (pp225ndash250)Ames IAWiley-Blackwellhttpsdoiorg1010029780813820262ch14

Gjertsen H Squires D Dutton P amp Eguchi T (2014) Cost-effectivenessofalternativeconservationstrategieswithapplicationtothePacificLeatherbackTurtleConservation Biology28140ndash149httpsdoiorg101111cobi12239

GodinACCarlson JKampBurgenerV (2012)Theeffectofcirclehooks on shark catchability and at-vessel mortality rates in long-lines fisheriesBulletin of Marine Science88 469ndash483 httpsdoiorg105343bms20111054

GrimmDBarkhornIFestaDBonzonKBoomhowerJHovlandV amp Blau J (2012) Assessing catch sharesrsquo effects evidencefrom Federal United States and associated British Columbianfisheries Marine Policy 36 644ndash657 httpsdoiorg101016jmarpol201110014

HallMA(1996)OnbycatchesReviews in Fish Biology and Fisheries6319ndash352httpsdoiorg101007BF00122585

HallMAAlversonDLampMetuzalsKI(2000)By-catchProblemsand solutions Marine Pollution Bulletin 41 204ndash219 httpsdoiorg101016S0025-326X(00)00111-9

HallMANakanoHClarke S Thomas SMolloy J PeckhamSHhellipHallSJ (2007)Workingwithfisherstoreduceby-catchesIn S J Kenelly (Ed)By-catch reduction in the worldrsquos fisheries (pp235ndash288) Dordrecht The Netherlands Springer httpsdoiorg101007978-1-4020-6078-6_8

HallM amp RomanM (2013)Bycatch and non-tuna catch in the tropi-cal tuna purse seine fisheries of the worldFisheriesandAquacultureTechnicalPaper568RomeItalyFAO

HallMASwimmerYampPargaM(2012)NoldquosilverbulletsrdquobutplentyofoptionsWorkingwiththeeasternpacificartisanalfisherstore-duceseaturtlemortalityinfisheriesInJASeminoffampBWallace(Eds)Sea turtles of the eastern pacific Advances in research and con-servation(pp136ndash153)TucsonAZUniversityofArizonaPress

HamnerRMWadePOremusMStanleyMBrownPConstantineR amp Baker C S (2014) Critically low abundance and limits tohuman-relatedmortalityfortheMauirsquosdolphinEndangered Species Research2687ndash92httpsdoiorg103354esr00621

HatchSA(2003)Statisticalpowerfordetectingtrendswithapplica-tions to seabird monitoringBiological Conservation 111 317ndash329httpsdoiorg101016S0006-3207(02)00301-4

HeppellSSCrowderLBampCrouseDT(1996)Modelstoevaluateheadstartingasamanagementtoolforlong-livedturtlesEcological Applications6556ndash565httpsdoiorg1023072269391

HoughPampRobertsonM(2009)MitigationunderSection404oftheCleanWater ActWhere it comes from what it meansWetlands

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 14: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

14emsp |emsp emspensp MILNER- GULLAND Et AL

Ecology and Management 17 15ndash33 httpsdoiorg101007s11273-008-9093-7

IATTC(2015)Resolution on the conservation of mobulid rays caught in as-sociation with fisheries in the IATTC convention area Inter-AmericanTropical TunaCommission89thAnnualMeetingResolutionC-15-04LaJollaCAInter-AmericanTropicalTunaCommission

IFC(2012)Performance standard 6 Biodiversity conservation and sustain-able management of natural resources January 1 2012WashingtonDCInternationalFinanceCorporation

Innes J Pascoe S Wilcox C Jennings S amp Paredes S (2015)MitigatingundesirableimpactsinthemarineenvironmentAreviewofmarket-basedmanagementmeasuresFrontiers in Marine Science276httpsdoiorg103389fmars201500076

JanniseCSquiresDSeminoffJampDuttonP (2010)Conservationinvestments andmitigationTheCaliforniadrift gillnet fishery andpacificseaturtles InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp231ndash240)OxfordUKOxfordUniversityPress

Jones E amp FrancisM (2012)Protected rays ndash Occurrence and devel-opment of mitigation methods in the New Zealand tuna purse seine fishery Auckland New Zealand National Institute of Water andAtmosphericResearch

KormosRKormosCFHumleTLanjouwARainerHVicturineR hellipWilliamson E A (2014) Great apes and biodiversity offsetprojectsinAfricaThecasefornationaloffsetstrategiesPLoS ONE9(11)e111671httpsdoiorg101371journalpone0111671

KotchenMJ (2013)Voluntaryand information-basedapproachestoenvironmentalmanagementApubliceconomicsperspectiveReview of Environmental Economics and Policy 7(2) 276ndash295 httpsdoiorg101093reepret012

Kyriazi Z LejanoRMaes FampDegraer S (2015)Bargaining a netgaincompensationagreementbetweenamarinerenewableenergydeveloperandamarineprotectedareamanagerMarine Policy6040ndash48httpsdoiorg101016jmarpol201506005

LentRampSquiresD(2017)ReducingmarinemammalbycatchinglobalfisheriesAneconomicsapproachDeep Sea Research Part II Topical Studies in Oceanography 140 268ndash277 httpsdoiorg101016jdsr2201703005

Lewison R L Crowder L B Read A J amp Freeman S A (2004)Understanding impactsof fisheriesbycatchonmarinemegafaunaTrends in Ecology amp Evolution19598ndash604httpsdoiorg101016jtree200409004

MannC (2015)StrategiesforsustainablepolicydesignConstructiveassessmentofbiodiversityoffsetsandbankingEcosystem Services16266ndash274httpsdoiorg101016jecoser201507001

Marine Stewardship Council (2014 June 21) MSC fisheries certifica-tion requirements v20 [pdf doc] httpswwwmscorgdocumentsscheme-documentsfisheries-certification-scheme-documentsfisheries-certification-requirements-version-20

MaronM IvesCDKujalaHBullJWMaseykFJBekessyShellip Possingham H P (2016) Taming a wicked problem Resolvingcontroversies inbiodiversityoffsettingBioScience66(6)489ndash498httpsdoiorg101093bioscibiw038

MaxwellSLMilner-GullandEJJonesJPKnightATBunnefeldNNunoAhellipRhodesJR(2015)BeingsmartaboutSMARTenvi-ronmentaltargetsScience3471075ndash1076httpsdoiorg101126scienceaaa1451

Moilanen A Van Teeffelen A J Ben-Haim Y amp Ferrier S (2009)Howmuch compensation is enoughA framework for incorporat-inguncertaintyandtimediscountingwhencalculatingoffsetratiosfor impactedhabitatRestoration Ecology17 470ndash478 httpsdoiorg101111j1526-100X200800382x

MorarNToadvineTampBohannanBJ(2015)Biodiversityattwenty-fiveyearsRevolutionorredherringEthics Policy amp Environment1816ndash29httpsdoiorg1010802155008520151018380

OrphanidesCDampPalkaDL(2013)Analysisofharborporpoisegill-netbycatchcomplianceandenforcement trends in theUSnorth-western Atlantic January 1999 to May 2010 Endangered Species Research20251ndash269httpsdoiorg103354esr00499

Pascoe S Innes J Holland D Finas M Theacutebaud O TownsendR hellip Hutton T (2010) Use of incentive-based managementsystems to limit bycatch and discarding International Review of Environmental and Resource Economics 4 123ndash161 httpsdoiorg10156110100000032

PhalanBHayesG Brooks SMarshDHoward PCostelloeBhellip Whitaker S (2017) Avoiding impacts on biodiversity throughstrengthening the first stage of the mitigation hierarchy Oryxhttpsdoiorg101017S0030605316001034

Queacutetier F Regnery B amp Levrel H (2014) No net loss of biodiver-sity or paper offsets A critical review of the French no net losspolicy Environmental Science amp Policy 38 120ndash131 httpsdoiorg101016jenvsci201311009

RadzioTASmolinskyJAampRoosenburgWM(2013)Lowuseofre-quiredterrapinbycatchreductiondevicesinarecreationalcrabpotfisheryHerpetological Conservation and Biology8222ndash227

RaineyHJPollardEHBDutsonGEkstromJMLivingstoneSRTempleHJampPilgrimJD(2015)AreviewofcorporategoalsofnonetlossandnetpositiveimpactonbiodiversityOryx49232ndash238httpsdoiorg101017S0030605313001476

Rausser G C Hamilton S F Kovach M amp Stifter R (2009)UnintendedconsequencesThe spillovereffectsof commonprop-ertyregulationsMarine Policy3324ndash39httpsdoiorg101016jmarpol200803020

Rice J (2014) Evolution of international commitments for fisheriessustainability ICES Journal of Marine Science Journal du Conseil71157ndash165httpsdoiorg101093icesjmsfst078

RichardYampAbrahamER(2013)ApplicationofPotentialBiologicalRemoval methods to seabird populations New Zealand AquaticEnvironmentandBiodiversityReport108

RodeJGoacutemez-BaggethunEampKrauseT(2015)Motivationcrowd-ingbyeconomic incentives inconservationpolicyAreviewoftheempiricalevidenceEcological Economics117270ndash282httpsdoiorg101016jecolecon201411019

RogersAA(2013)SocialwelfareandmarinereservesIswillingnesstopayforconservationdependentonmanagementprocessAdiscretechoiceexperimentoftheNingalooMarineParkinAustraliaCanadian Journal of Agricultural EconomicsRevue Canadienne Drsquoagroeconomie61217ndash238httpsdoiorg101111cjag12008

Rosenberg A A amp McLeod K L (2005) Implementing ecosystem-basedapproachestomanagementfortheconservationofecosystemservicesMarine Ecology Progress Series300 270ndash274 httpsdoiorg103354meps300270

Segerson K (2010) Can voluntary programs reduce sea turtle by-catch Insights from the literature in environmental economics InRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of marine fisheries conservation and management(pp618ndash629)OxfordUKOxfordUniversityPress

Serafy JECookeS JDiazGAGraves JEHallMShivjiMampSwimmerY(2012)CirclehooksincommercialrecreationalandartisanalfisheriesResearchstatusandneedsforimprovedconser-vation and management Bulletin of Marine Science 88 371ndash391httpsdoiorg105343bms20121038

ShiodeDHu F ShigaM Yokota K amp Tokai T (2005)Midwaterfloatsystemforstandardizinghookdepthsontunalonglinestore-duce sea turtleby-catchFisheries Science71 1182ndash1184httpsdoiorg101111j1444-2906200501080x

Sims M Cox T amp Lewison R (2008) Modeling spatial patternsin fisheries bycatch Improving bycatch maps to aid fisheriesmanagement Ecological Applications 18 649ndash661 httpsdoiorg10189007-06851

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273

Page 15: Translating the terrestrial mitigation hierarchy to marine ......of marine megafauna by-catch in fisheries, going from defining an overarching goal with an associated quantitative

emspensp emsp | emsp15MILNER- GULLAND Et AL

Squires D amp Garcia SM (2014) Ecosystem-level impacts of fisheries bycatch on marine megafauna Biodiversity conservation through miti-gation policy economic instruments and technical changeReportofthe IUCN-CEM-FEGScientificworkshopGland Switzerland 7ndash10October2013GlandSwitzerlandIUCN

SquiresDampGarciaSM(inpress)Fisheries bycatch in marine ecosys-tems Policy economic instruments and technical change ChichesterUKJWileyampSons

SwimmerYArauzRMcCrackenMMcNaughtonLBallesteroJMusylMhellipBrillR(2006)DivingbehavioranddelayedmortalityofoliveridleyseaturtlesLepidochelys olivaceaaftertheirreleasefromlongline fishing gearMarine Ecology Progress Series323 253ndash261httpsdoiorg103354meps323253

TolottiMTFilmalterJDBachPTravassosPSeretBampDagornL(2015)BanningisnotenoughThecomplexitiesofoceanicsharkmanagementbytunaregional fisheriesmanagementorganizationsGlobal Ecology and Conservation 4 1ndash7 httpsdoiorg101016jgecco201505003

Tuck G N Polacheck T amp Bulman C M (2003) Spatio-temporaltrendsoflonglinefishingeffortintheSouthernOceanandimplica-tionsforseabirdbycatchBiological Conservation1141ndash27httpsdoiorg101016S0006-3207(02)00378-6

UNEP-WCMC(2016)Marine no net loss A feasibility assessment of imple-menting no net loss of biodiversity in the seaCambridgeUKUnitedNationsEnvironmentProgramme

Vaissiegravere A-C Levrel H Pioch S amp Carlier A (2014) Biodiversityoffsets for offshore wind farm projects The current situation inEurope Marine Policy 48 172ndash183 httpsdoiorg101016jmarpol201403023

Wallace B P Heppell S S Lewison R L Kelez S amp CrowderL B (2008) Impacts of fisheries bycatch on loggerhead tur-tles worldwide inferred from reproductive value analy-ses Journal of Applied Ecology 45 1076ndash1085 httpsdoiorg101111j1365-2664200801507x

Wanless R M Ryan P G Altwegg R Angel A Cooper JCuthbert R amp Hilton G M (2009) From both sides Dire de-mographic consequences of carnivorous mice and longlining for

the critically endangered Tristan albatrosses on Gough IslandBiological Conservation 142 1710ndash1718 httpsdoiorg101016jbiocon200903008

WardP LawrenceEDarbyshireRampHindmarshS (2008) Large-scale experiment shows that nylon leaders reduce shark bycatchandbenefitpelagiclonglinefishersFisheries Research90100ndash108httpsdoiorg101016jfishres200709034

WardTampPhillipsB(2010)SeafoodecolabelingInRQGraftonRHilbornDSquiresMTaitampMJWilliams(Eds)Handbook of ma-rine fisheries conservation and management (pp 608ndash617) OxfordUKOxfordUniversityPress

WilcoxCampDonlanCJ (2007)Compensatorymitigationasasolu-tion to fisheries bycatch-biodiversity conservation conflictsFrontiers in Ecology and the Environment 5 325ndash331 httpsdoiorg1018901540-9295(2007)5[325cmaast]20co2

WilcoxCampDonlanCJ (2009)NeedforaclearandfairevaluationofbiodiversityoffsetsforfisheriesbycatchConservation Biology23770ndash772httpsdoiorg101111j1523-1739200901173x

Wolf SHartlBCarrollCNeelMCampGreenwaldDN (2015)Beyond PVAWhy recovery under the Endangered Species Act ismorethanpopulationviabilityBioScience65200ndash207httpsdoiorg101093bioscibiu218

ZedlerJBampCallawayJC (1999)TrackingwetlandrestorationDomitigation sites follow desired trajectories Restoration Ecology 769ndash73httpsdoiorg101046j1526-100X199907108x

Žydelis R Wallace B P Gilman E L amp Werner T B (2009)Conservation of marine megafauna through minimization of fish-eries bycatch Conservation Biology 23 608ndash616 httpsdoiorg101111j1523-1739200901172x

How to cite this articleMilner-GullandEJGarciaSArlidgeW etalTranslatingtheterrestrialmitigationhierarchytomarinemegafaunaby-catchFish Fish 2018001ndash15 httpsdoiorg101111faf12273


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