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12/6/2012 1 Amy Goodwin and Dolores Weisbaum GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales in the Richmond Neighborhood, Portland, Oregon www.lakecountyil.gov Comprise large percent of urban surface areas Increase stormwater runoff Increase peak discharge Increase pollutant loading and transportation of sediments Increase temperature of outflow Impervious Surfaces wilmingtonnc.gov

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Page 1: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

12/6/2012

1

Amy Goodwin and Dolores Weisbaum

GEOG 493/593 - Fall 2012

Determining Optimal Sites for

Bioswales in the Richmond

Neighborhood, Portland, Oregon

www.lakecountyil.gov

• Comprise large percent of

urban surface areas

• Increase stormwater runoff

• Increase peak discharge

• Increase pollutant loading

and transportation of

sediments

• Increase temperature of

outflow

Impervious Surfaces

wilmingtonnc.gov

Page 2: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

12/6/2012

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• Landscape features

designed to collect and

partially treat

stormwater runoff

• Bioretention of pollutants

and sediment from

stormwater by substrate

and plants

• Mitigates pollutant

loading

• Recharges groundwater

Bioswales

wedigportland.com

portlandoregon.gov

Project Overview

Drainage Analysis • Neighborhood selected at random

• Richmond (southeast Portland)

Criteria for Site Selection • Slope < 2 degrees

• Land cover consists of shrubs or dirt

• Areas with multiple drainage points

Model Validation • Use existing bioswales

Page 3: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

12/6/2012

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• ESRI ArcGIS 10.1

• Raster cell size: 3 x 3 ft

• Projection: NAD 1983 HARN StatePlane

Oregon North FIPS 3601 Feet Intl

Data Layer Source

Land Cover Metro

Digital Elevation Model (DEM)

Grid

Center for Spatial Analysis and

Research

Buildings, Neighborhood,

Taxlot, Orthophotos

RLIS

Methods

• Manipulate DEM using the Con Tool and Raster Calculator

• Added average building heights to DEM

• Digitized sewer inlets using Portland Maps and orthophotos

• Inlet = -100

• Drainage Line, Drainage Points, and Catchments

• ArcHydro 10.1 Beta

• Site Selection

• Weighted Overlay and Kernel Density

Methods

Page 4: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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DEM Manipulation

Drainage Point

Processing

Grid

Adjoint

Catchment

Grid

Drainage Line

Processing

Drainage Line

Grid

Adjoint Catchment

Processing

Drainage Point

Processing

Longest Flow Path

for Catchments

Longest Flow

Path Grid

Stream Grid

Stream Definition

Catchment

Polygon Grid

Catchment

Polygon Processing

Catchment Grid

Delineation

Catchment

Grid

Stream

Segmentation

Stream

Segmentation

Grid

Fill Sinks

DEM grid

Flow Direction

Grid

HydroDEM

Grid

Flow

Accumulation

Grid

Flow Accumulation

Flow Direction with

Sinks

Sink Evaluation

Sink

Polygon

Basic Deranged Terrain Processing Workflow

Page 5: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

12/6/2012

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Drainage Lines

Catchments and Longest Flow Path

Page 6: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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Drainage Points

Site Selection

• Kernel Density

• Density of drainage points

• Weighted Overlay

• Slope, landcover, and longest flow path

• Removed taxlots from above layers

Page 7: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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Site Selection – Kernel Density

Slope

Weight

Overlay

Flow Path

Raster

Flow Path

Land Cover

Reclassify

Dissolve

Dissolved

Flow Path

Reclassified

Slope Raster

Feature to Raster

Reclassified

Flow Path

Slope Raster Land Cover

Raster

Reclassified

Land Cover

Raster

Weighted Overlay*

* Slope = 25%

Land Cover = 50%

Flow Path = 25%

Weighted Overlay

Page 8: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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Site Selection – Weighted Overlay

Model Validation

• Digitized bioswale inlet points and area

• Bioswale inlet points and polygons fell along

longest flow path

• Bioswales located near areas with a high

density of drainage points

Page 9: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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Model Evaluation – Kernel Density

Model Evaluation – Weighted Overlay

Page 10: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

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Model Evaluation – Weighted Overlay

• Model is fairly accurate in locating sites

• Only 4 out of 50 bioswales did not fall along a

flow path

• Kernel density is a good way to identify sites

• Weighted overlay was a weak indicator for a

bioswale placement

• Areas for improvement

• Watershed scale instead of neighborhood

• Inlet layer from City of Portland

• On-site validation

Conclusions

Page 11: Impervious Surfaces - Portland State Universityweb.pdx.edu/.../geog493f12/Projects/Goodwin_Weisbaum-Presentati… · GEOG 493/593 - Fall 2012 Determining Optimal Sites for Bioswales

12/6/2012

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Acknowledgements

• Erik Strandhagen – Integral Consulting Inc.

• Jake McDonald – U.S. Army Corps of Engineers; ASPRS

• Mary Bushman – City of Portland-Bureau of Environmental Science

• Geoffrey Duh – Portland State University

Questions?