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The AGWA Urban Tool Yoga Korgaonkar, D. Phillip Guertin, I. Shea Burns, Jane Barlow, Carl Unkrich, David C. Goodrich, and William Kepner
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The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Aug 15, 2020

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Page 1: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

The AGWA Urban ToolYoga Korgaonkar, D. Phillip Guertin, I. Shea Burns, Jane

Barlow, Carl Unkrich, David C. Goodrich, and William Kepner

Page 2: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Tucson’s Stormwater Management

2

Page 3: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Urban Hydrology

3

Impervious areaTopographic changes

Altered drainageSoil compaction

Stormwater ConveyanceRoadsChannelsSubsurface

Source: City of Philadelphia (www.phila.gov)

Page 4: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Harvestable Water

4 Research by Dr. Evan Canfield – Pima County Flood Control

Page 5: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Green Infrastructure (GI) Practices

5

Prince George’s County, MarylandMitigate impacts of urbanization

Effectiveness depends on objectiveCapture stormwater to mitigate flood and water quality

Pervious Surfaces

Augment water supplyWater HarvestingRetention Basins

Page 6: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Challenges in Modeling Urban Hydrology

6

RepresentationLevel of detail

Flow Off Flow On processesStormwater conveyanceGreen Infrastructure practices

Tools for assessmentUrban layoutsFlood mitigation

Stormwater managementWater supply augmentationWater Quality

Page 7: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

AGWA Urban Tool

7

KINEROS2 model

GIS framework

Lot scale representationRoof, driveway, yards, pools

Subdivision scaleFlow Routing

Green Infrastructure PracticesRetention Basins

Permeable Pavements

Water Harvesting Systems

Page 8: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Tucson Watersheds

8

Page 9: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Bronx Watershed

9

Page 10: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Flow Routing – Using LiDAR data

10

LiDARPoint Cloud

DEM(0.5m)

FlowDirection

FlowAccumulation

2015 LiDAR data from Pima Association of Governments

Page 11: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Flow Routing – Using LiDAR data

11

Page 12: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Flow Routing

12

KINEROS2 Flow Route Assumption

Page 13: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Parameters

13

Lot/Street ParametersDimensions, slope

Land Cover ParametersRoughness, interception, canopy cover

Soils ParametersHydraulic conductivity, coefficient of variation, porosity, mean capillary drive, pore size distribution index, volumetric rock fraction

SSURGO (high resolution, nationally available)

Page 14: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Precipitation Data

14

KINEROS2 requires time-depth pairs

AGWA Urban tool accepts:

NOAA

User-defined depth

User-defined hyetograph

Potential to use RADAR data

Hyetograph using SCS Type II conversion

Page 15: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

KINEROS2 Representation

15

Page 16: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Visualizing Results

16

Output Maps:

Lot & Accumulated Runoff

Infiltration

Hydrographs

Percent Change Analysis

Page 17: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Visualizing Results

17

Output Maps:

Lot & Accumulated Runoff

Infiltration

Hydrographs

Percent Change Analysis

Page 18: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Visualizing Results

18

Output Maps:

Lot & Accumulated Runoff

Infiltration

Hydrographs

Percent Change Analysis

Page 19: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Case Study

19

La Terraza Subdivision in Sierra Vista, AZ 13 ha – 66 Residential Lots

Rainfall Events47 observed events

SCS Type II Design Storm10 year return period (34.29 mm; 1 hour)

100 year return period (51.82 mm; 1 hour)

Three GI Practices – Lot OnlySmall Retention Basin (1.7 m3; Ks = 210 mm/hr)

Pervious Driveway (Ks = 210 mm/hr)

Water Harvesting (1.9 m3; Empty)

Page 20: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Results

20

Model Validation (using calibrated parameters from Kennedy et al., 2013)

y = 1.02xR2 = 0.91

y = 1.04xR2 = 0.92

Page 21: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Results

21

Infiltration Runoff Accumulated Runoff

Page 22: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Results

22

Percent Change in Peak Runoff wrt Post-development

Page 23: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Fort Irwin Cantonment

23

EPA – ARS – USGS projectSurface water modelingEstimate volume available for groundwater recharge

Page 24: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Potential Applications

24

Model new or existing urban hydrology

Assess impacts of new or retrofitting GI practices

Integrated Watershed ManagementWater Supply

Flood Control

Water Quality

Biological Resources (Natural and Landscaping)

Sustainable Communities (Greenness)

Social/Economic Issues

Page 25: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Future Research

25

Addition of more stormwater management practices

Validation of Green Infrastructure practices

LiDAR dataRepresenting surface stormwater conveyance

Continuous SimulationsPlant growth, evapotranspiration, soil biogeochemistry

Model natural and urban watersheds in combination

Link other models (eg. SWMM, HEC-RAS)

Page 26: The AGWA Urban Tool - USDA ARS€¦ · Urban layouts Flood mitigation Stormwater management Water supply augmentation Water Quality. AGWA Urban Tool. 7 KINEROS2 model GIS framework

Arizona’s “Stupid Motorist Law”

26

Driving the vehicle on a public street or highway that is temporarily covered by a rise in water level, and that is barricaded because of flooding ...into any area that is temporarily covered by a rise in water level ...

... Is liable for the expenses of any emergency response

Photo: Tucson Fire Department