sue natali, woods hole research center carbon dynamics ... · 20/01/2016 · natali: • maps of...
TRANSCRIPT
above.nasa.gov@NASA_ABoVE
CarbonDynamicsWorkingGroupSueNatali,WoodsHoleResearchCenter
SueNatali(Chair)–WoodsHoleResearchCenterRoisinCommane--HarvardUniversityMelanieEngram–Univ.ofAlaska,FairbanksJoshuaFisher--NASAJPLJohnGamon--UniversityofAlbertaScoQGoetz--WoodsHoleResearchCenterGuidoGrosse--AlfredWegenerInsStuteFredHuemmrich--NASAGSFC/UMBCJulieJastrow--ArgonneNaSonalLaboratoryTorreJorgenson--AlaskaEcoscienceJohnKimball--UniversityofMontanaPrajnaLindgren–Univ.ofAlaska,FairbanksMichelleMack--NorthernArizonaUniversityFranzMeyer–Univ.ofAlaska,FairbanksChipMiller--NASAJPL
MahtaMoghaddam–Univ.ofSouthernCaliforniaBillMunger--HarvardUniversityNealPas@ck--USGS/EROSDaveRisk--St.FrancisXavierUniversity,CanadaBrendanRogers--WoodsHoleResearchCenterTedSchuur--NorthernArizonaUniversityRobStriegl--UnitedStatesGeologicalSurveySuzanneTank--UniversityofAlbertaSanderVeraverbeke–Univ.ofCalifornia,IrvineKateyWalterAnthony–Univ.ofAlaska,FairbanksJenniferWaHs--NTSG,UniversityofMontanaKimWickland--UnitedStatesGeologicalSurveyEmilyWilson--NASAGSFCLisaWirth–Univ.ofAlaska,FairbanksSteveWofsy--HarvardUniversity
above.nasa.gov@NASA_ABoVE
CarbonDynamicsWorkingGroup
• Fisher-01(Modeling)• Gamon-01• Kimball-04• Mack-01(Fire)• Meyer-01• Miller-C-01,02,03
• Moghaddam-03• Munger-03• Natali-01• Rogers-01(Fire)• Striegl-01(Hydrology)• Wilson-01
above.nasa.gov@NASA_ABoVE
InsStuSonalCollaboraSonsFederal&StateAgencies• EnvironmentCanada• NaSonalParkService• USDA• USGS• USFish&WildlifeService• DOE/NGEE-ArcSc• DOE/ARMNSA&ARMAirborneFacility• NOAA• NaturalResourcesCanada• NWTGeoscience• AlaskaDNRDivisionofGeologicalandGeophysicalSurveys
OtherStakeholderOrganiza@ons• AlbertaBiodiversityMonitoringInsStute• AlaskaEcoscience• AtmosphericandEnvironmentalResearch 3
above.nasa.gov@NASA_ABoVE
OverarchingScienceQuesSon
Howarethemagnitudes,fates,andlandatmosphereexchangesofcarbonpools
respondingtoenvironmentalchange,andwhatarethebiogeochemicalmechanismsdriving
thesechanges?
4
above.nasa.gov@NASA_ABoVE
ScienceQuesSons• WhatprocessesarecontribuSngtochangesindisturbanceregimesandwhataretheimpactsofthesechanges?
• WhatprocessesarecontrollingchangesinthedistribuSonandproperSesofpermafrostandwhataretheimpactsofthesechanges?
• Whatarethecausesandconsequencesofchangesinthehydrologicsystem,specificallytheamount,temporaldistribuSon,anddischargeofsurfaceandsubsurfacewater?
• HowarefloraandfaunarespondingtochangesinbioScandabioSccondiSons,andwhataretheimpactsonecosystemstructureandfunc@on?
5
above.nasa.gov@NASA_ABoVE
ResearchThemesDeterminecarboncyclingconsequencesof:1) Disturbance2) Permafrostthaw3) Hydrologicchanges4) VegetaSonchanges
5) DeterminespaSotemporalpaQerns&variabilityincarbonfluxes
6) AssessterrestrialfeedbacksandassociateduncertainSestoclimate(model-dataintegraSon)
6
above.nasa.gov@NASA_ABoVE
ScienceObjecSves
• Elucidatehowclimatechangeanddisturbancesinteractwithabove-andbelowgroundcommuni6esandprocessestoaltercarbonbiogeochemistry,includingreleasetosurfacewatersandtheatmosphere(Objec6ve2)– impactsofsnowdistribuSononcarbonbiogeochemistry(ObjecSve4)
– greeningandbrowningtrendsandtheirimpactsonecosystemformandfuncSon(ObjecSve5)
7
above.nasa.gov@NASA_ABoVE
FieldSiteLocaSons
8
Talltowers
SiteSelec@on1. StrategiclocaSonstoaddresssciencethemes
2. Pre-exisSngnetworks
above.nasa.gov@NASA_ABoVE
FieldMeasurements,overview1. CarbonfluxesfromterrestrialandaquaScsites2. Soil&watercarbonpoolsandOMcomposiSon3. Meteorology4. Waterenviron.parameters(e.g.,temp,pH)5. OpScalphenology6. Soilbiophysicaldata(e.g.,acSvelayer&water
tabledepth,soilmoistureandtemperature)7. Streamflow&hydrologicalmeasurements.
9
above.nasa.gov@NASA_ABoVE
FieldMeasurementsPre-exisSngNetworks
10
above.nasa.gov@NASA_ABoVE
FieldMeasurementsNewGroundMeasurements
11
above.nasa.gov@NASA_ABoVE
SpaceborneRemoteSensing• Landcover• VegetaSonindices(NDVI,EVI)• PlantproducSvity• Snowcover• Surfacetemperature• Groundfreeze-thawstate• Soilmoisture• Albedo• Surfacereflectance• AtmosphericCO2andCH4
12
above.nasa.gov@NASA_ABoVE
AirborneRemoteSensing• AirMOSS:permafrostsoilproperSes–acSvelayermoisture,freeze-thaw,acSvelayerdepth,organiclayerthickness,anddepthtowatertable(Moghaddam)
• CARVE:AtmosphericCO2andCH4concentraSonsandfluxesSmates(Miller)
13
above.nasa.gov@NASA_ABoVE
Modelingefforts
14
Modelinggoal:QuanSfypaQernsandvariaSonsincarbonexchangeacrossABoVEregion• Assessprocesseswithinlocal-scalemodels• Usemodelstoscaleupfieldmeasurementstothelargerregion• Integratefielddata&remotesensingw/globalterrestrialbiospheremodels(Fisher)
above.nasa.gov@NASA_ABoVE
Modelingefforts
15
TypeofModel ExpectedPredic@ons
Light-useefficiencymodel Changesinplantphenology&produc@vity(Gamon)
Satellite-drivencarbonmodel
CO2&CH4fluxesandenvironmentalcontrolsonthenetecosystemcarbonbudget(Kimball)
Talik,regression&GISmodels
permafrostthaweffectsonCH4releasefromlakes(Meyer)
CommunityLandModel,w/meteorology&seaice:
Impactsofaseasonallyseaice-freeArc@conpermafrost,snowcover,biogeochemicalcycling(Miller)
GeostaSsScalinversemodeling
Netecosystemexchangeandparametersthatexplainvariabilityincarbonfluxes(Miller)
LagrangianparScledispersionmodeling
CO2&CH4fluxfortheMackenziebasin(Miller)
CO2fluxmodelsw/mapofacSvelayerproperSes
Impactofpermafrostsoildynamicsandsurfacehydrologyoncarbonflux(Moghaddam)
Ecosystemmodelofgreenhousegases
assesswhetherchangesinclimateandvegeta@onareleadingtodetectablelargescalechangesincarbonexchange(Munger)
Regression,inversemodel DriversofwinterCO2emissions,responsefuncSons(Natali)
above.nasa.gov@NASA_ABoVE
GeospaSalDataProductsGamon:• Carbonflux&opScaldatafromcoresites
• Maps(MODIS,OCO-2):forvegetaSontype,photosyntheScproducSvity,seasonlength(2000-2015,ABoVEdomain-wide)
Kimball• 1kmmapsofdailyCO2fluxes(GPP,NPP,Reco,NEE),wetlandCH4emissions,NetEcosystemCarbon
Balance;annualsurfaceSOCstocks(2003to>2016fortowerssitesandtheABoVEdomain)• TowerEddyCovarianceCO2&CH4fluxes• Ecosystemmetrics/indicatorsincludinginsitusoiltemperature&moisturedata
Meyer:• MulS-temporallayersofgeocodedremotesensingimageryforprojectregion• Historicalhydro-mulS-temporalhistoricallakeboundaries
• Lake-boundCH4ebulliSonemissionmaps–alllakeswithinprojectregion• RegionalSOCstockandCH4emissionvulnerabilitymaps–regionsaroundselectedacSvethermokarst
marginsoflakes• Present-dayregional-scalenetlakeCH4emissionbudget–projectregion• EbulliSonfluxdatafrombubbletraps–forfieldstudylakes• BubbleCH4contentandisotopes–forfieldstudylakes• Soilcarbondata–forfieldstudylakes
16
above.nasa.gov@NASA_ABoVE
GeospaSalDataProductsMiller:• CARVE-AirbornemeasurementsofgreenhousegasesatlocaltoregionalscalesintheAlaskanArcSc• CARVE:AlaskanFireEmissionsDatabase(AKFED),2001-2013• QuanSfythe2005-2015changesinpermafrost,carbonfluxes,andenergybalanceintheAlaskanArcScas
ittransiSonsintoaseasonallyseaice-freestate• BaselinerecordofatmosphericobservaSons,carbonfluxpaQernsandmagnitudesforAlaskanregions
Moghaddam:• RemotesensingbasedmapsofsoilprofilecharacterisScsinAlaskapermafrostlandscapesusingSme
seriesofairborneP-bandsyntheScapertureradar
Munger:• Meteorologicalfields,transportfootprints,opSmizedfluxfieldsconstrainedbyatmosphericmixingraSo
dataandvegetaSonremotesensing,idenSficaSonofsignificantanomaliesinecosystemfuncSon(focusedonNorthSlope,2000-present)
Natali:• MapsofsurfaceproperSesofpermafrostlandscapesforareasstudied• MulS-scalefreeze-thawproductsforareasstudied• WinterCO2flux,soilmoisture,temperature,snowdepthofstudysites
Wilson:• Carbonemissionsofpermafroststudysites
17
above.nasa.gov@NASA_ABoVE
Otherexpectedproducts/outcomes
• Openholehazardsmap(Meyer)• “Cookingfuels”map(Meyer)• EngagementwithlocalcommuniSesandagencies
18
above.nasa.gov@NASA_ABoVE
Partnerships,movingforward
Wouldlikeinputonstrengtheninganddevelopingpartnershipswithmanagementagenciesand
AlaskanNaSveorganizaSons
DeveloprelaSonshipstoreducedisturbancefromfieldmonitoringtolocalcommuniSes
MechanismsforpresenSngresultstopartners
19