floodplain modeling & mapping with gis

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Floodplain Modeling & Mapping with GIS Andrew Smith, Bennett Grider, and Angira Mondal

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Page 1: Floodplain Modeling & Mapping with GIS

Floodplain Modeling &Mapping with GIS

Andrew Smith, Bennett Grider, and Angira Mondal

Page 2: Floodplain Modeling & Mapping with GIS

Theprojectonwhichthispresenta0onisbasedwascompletedincollabora0onwiththeCityofRamseyaspartofthe2017–2018ResilientCommuni0esProject(RCP)partnership.RCPisaprogramattheUniversityofMinnesota’sCenterforUrbanandRegionalAffairs(CURA)thatconnectsUniversityfacultyandstudentswithMinnesotacommuni0estoaddressstrategicprojectsthatadvancelocalresilienceandsustainability.Thecontentsofthisreportrepresenttheviewsoftheauthors,anddonotnecessarilyreflectthoseofRCP,CURA,theRegentsoftheUniversityofMinnesota,ortheCityofRamsey.

Thispublica0onmaybeavailableinalternateformatsuponrequest.ResilientCommuni-esProjectUniversityofMinnesota330HHHSPA301—19thAvenueSouthMinneapolis,Minnesota55455Phone:(612)625-7501E-mail:[email protected]:h[p://www.rcp.umn.edu

ThisworkislicensedunderaCrea0veCommonsA[ribu0on-NonCommercial3.0UnportedLicense.Toviewthefulllicense,visitwww.crea0vecommons.org/licenses/by-nc/3.0/

orsendale[ertoCrea0veCommons,444CastroStreet,Suite900,MountainView,California,94041,USA.Anyreproduc0on,distribu0on,orderiva0veuseofthisworkunderthislicensemustbeaccompaniedbythefollowinga[ribu0on:“ProducedbytheResilientCommuni0esProject(www.rcp.umn.edu)attheUniversityofMinnesota.ReproducedunderaCrea0veCommonsA[ribu0on-NonCommercial3.0UnportedLicense.”

TheUniversityofMinnesotaiscommi3edtothepolicythatallpersonsshallhaveequalaccesstoitsprograms,facili;es,andemploymentwithoutregardtorace,color,creed,religion,na;onalorigin,sex,age,maritalstatus,disability,publicassistancestatus,veteranstatus,orsexualorienta;on.

Page 3: Floodplain Modeling & Mapping with GIS

Introduction | Background➢ In December of 2015, FEMA released new flood zone maps for

Anoka County.➢ Many 100-yr floodplain delineations resulted in new bank-initiated

assessments➢ Homeowners were notified of flood insurance premiums up to

$5,000/yr➢ FEMA began work in 2011, but did not incorporate new 2012

LiDAR data.➢ Approximate flooding zones are not calibrated to landform well➢ Forces property owners to undertake FEMA LOMA process

○ Requires elevation survey and certificate of property and structures

○ Extended time periods necessary for assessment by FEMA and potential LOMA-Out As Shown certification

➢ Experience as GIS Analyst with FEMA DFIRM floodplain mapping projects with H&H engineering firm - floodplain delineations

Page 4: Floodplain Modeling & Mapping with GIS

Traditional Solutions

➢ ArcGIS Hydrology toolset➢ Engineering solutions

○ XPSWMM○ Conceptual/physical models○ HEC-RAS, engineering parameters

■ Steady/unsteady flow sims,■ Hydraulics of culverts, bridges..■ Calculations for water storage, regression analysis, etc.

➢ Typically calibrated by field studies or correlation to observed flooding behavior

Page 5: Floodplain Modeling & Mapping with GIS

Our Methods

➢ 2D cut-fill analysis w/landform➢ May be accomplished with multiple tools and data formats

○ Terrain and TIN data analysis methods○ DEM and raster analysis methods○ Specialized software tools designed for hydrologic & hydraulic analysis - many non-GIS

➢ Choice of preparing and using DEMs format○ 2012 LiDAR derived-1m resolution DEM.○ Existing LiDAR elevation products - contour lines, building footprints

➢ Justification○ High-resolution data and strong influence of contour lines.○ Methodology used in H&H and GIS based flood-mapping industry for FEMA.

■ Approximate study or re-delineation areas only.

➢ Verification of model applicability using DEM data - shown later

DEM

Elev Raster

Raster Diff

Page 6: Floodplain Modeling & Mapping with GIS

Mapping Cross-Sections & FEMA Specifications➢ FEMA redelination guidelines used.➢ Cross-Sections should be placed close enough to

provide reasonable approximation of the flooding source’s profile based on terrain.

➢ Additional Cross-Sections should be placed at major changes in the width of the 1% annual-chance floodplain.

➢ Typically, cross-sections are placed perpendicular to the stream centerline.

➢ This approach generally works well and produces reasonable results, except where streams are highly sinuous or have multiple branches… “Guidance for Flood Risk Analysis

and Mapping”, May 2016, FEMA

Page 7: Floodplain Modeling & Mapping with GIS

Model

Page 8: Floodplain Modeling & Mapping with GIS

Model (cont.)

Page 9: Floodplain Modeling & Mapping with GIS

Base Layers

● User-specified cross-sections● 1-foot resolution LIDAR DEM● Visual examination: detailed

study matches with elevation

Page 10: Floodplain Modeling & Mapping with GIS

Raster Output from Model

● Direct result with no cleanup● Close fit with well-defined

boundaries● Importance of elevation

Page 11: Floodplain Modeling & Mapping with GIS

Vector Output from Model

● Gap filling, cleanup of small isolated areas

● Some small inaccuracies caused, but overall improvement

Page 12: Floodplain Modeling & Mapping with GIS

Model Testing | Output Validation● Detail Study area testing● Use of effective XS elevations● Comparison with effective delineation

Page 13: Floodplain Modeling & Mapping with GIS

Feature Compare ResultData Management Tools > Data Comparison > Feature Compare

Page 14: Floodplain Modeling & Mapping with GIS

➢ Structure removals… mostly➢ Additional flooding concerns

Modeling Results -Unnamed wetland, Ditch 66

Page 15: Floodplain Modeling & Mapping with GIS

Modeling Results -County Ditch 66

➢ Consistency of inundation➢ Hydraulics, XS shaping, structures➢ Potential flooding areas

Page 16: Floodplain Modeling & Mapping with GIS

➢ Removal and non-removal➢ Problematic area for effective

delineation➢ Potential flooding areas

Modeling Results -County Ditches 66 & 27

Page 17: Floodplain Modeling & Mapping with GIS

➢ Removal and improved accuracy➢ Hydraulics, XS shaping➢ Difficult areas to model...

Modeling Results -County Ditches 27

Page 18: Floodplain Modeling & Mapping with GIS

Results Review

➢ Combined analysis

➢ Aerial Imagery roles

➢ LiDAR Collection

➢ LiDAR products

➢ Raster resolution

➢ Structure awareness

➢ TIN generation

➢ Raster analysis

➢ Raster resolution matching

➢ Results clean-up

➢ Vector conversion

➢ Vector generalization

Page 19: Floodplain Modeling & Mapping with GIS

Effective FEMA Floodplain Delineations

Page 20: Floodplain Modeling & Mapping with GIS
Page 21: Floodplain Modeling & Mapping with GIS
Page 22: Floodplain Modeling & Mapping with GIS

Limitations

➢ Fundamental difficulties of modeling complex dynamic systems➢ Other significant variables like basin characteristics and soil characteristics

were not considered➢ Multiple Linear Regression may provide biased estimates

○ Measurement error in the dependent variable ○ Underfitting of model

Page 23: Floodplain Modeling & Mapping with GIS

Conclusions

➢ The city of Ramsey is and should be concerned about the accuracy of approximate 100-yr floodplain delineations that became effective in December 2015.

➢ Our project has used GIS to provide an update, as well as a different approach, to modeling these approximate flood zones.

➢ A new detailed Letter of Map Revision for problematic approximate floodplain delineation areas should be completed.

➢ Full engineering H&H methods should be applied for the new study.

Questions?