Hydrologically Conditioning
DEMs for Urban Stormwater
John Miller, Water Resources Planner
Matt Breen, P.E., CFM, Water Resources Engineer
Geospatial Data for Water Resources
Geospatial Data for Water Resources
Topography Hydrography
Refers to relief or terrain and the 3-dimensional quality of the earth’s surface
Hydrography is the map
Geospatial Data for Water Resources
Topography Hydrography
Elevation Derivatives:
Slope
Upslope area
Flow length
Shaded Relief
Surface water features:
Rivers and streams
Lakes and ponds
Watersheds
Geospatial Data for Water Resources
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow Accumulation• 3D representation of a terrain’s surface
oBare earth, void of vegetation and manmade features
oRaster data
Digital Elevation Model (DEM)
30 40 50 30
27 25 40 25
15 20 30 20
Where to get a DEM
DEM Resolution
10 3-meter 6-meter 10-meterDigital Elevation Model Based Watershed and Stream Network Delineation Understanding How to use Reading.
1980’s 90m
1990’s 30m
2000’s 10-20m
Elevation Data: National Elevation Dataset (NED)
• Primary elevation data product of the USGS
• Publicly available data
• Industry standard for environmental applications
• 3 resolutions:
1. 3 meters (1/9 arc-second) 2. 10 meters (1/3 arc-second) 3. 30 meters (1 arc-second)
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The State of Maryland LiDAR initiative provides high-resolution statewide elevation data.
Elevation products offered include:
1 – meter DEM
2 – meter DEM
Elevation derivatives offered:
Aspect
Shaded relief
Hillshade
Topography via ArcGIS Online (AGOL)
Geospatial Data for Water Resources
Topography Hydrography
Hydrography is the map
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationNational Hydrography Dataset (NHD) High Resolution
• Nationwide, contiguous geometric network
• Packaged in a geodatabase with 6 layers, relevant ones include:
Flowlines - Industry standard
stream network with unique reaches
Waterbody – lakes/ponds
Point Event – gaging station, dam point, and live links to USGS gaging stations
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Why topography and hydrography are not enough
To Surface Waters
City of Mississauga, Ontario
Existing
Lacks
Parallel
Streams
Common Issues with Stormwater
Networks
?
Hydrologic Loops
Multiple
potential outlets Parallel Streams
Common Issues with Stormwater
Networks
?
Hydrologic Loops
Multiple
Hydrologically
Connected
Building a Contiguous Hydrologic Network
Connect stormwater infrastructure to the stream network.
Contiguous Urban Hydrologic Network
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Hydrologic
connection between manmade drainage and jurisdictional waters.
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationTo Surface Waters
City of Mississauga, Ontario
Stream Burning
Burn
Depth
Original stream depth
Tips Before Getting Started
• These should all match:
Cell size
Projection
Processing Extent
Snap Raster
• Can be changed in Environment Settings
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Burning Hydrologic Network Workflow
Merge Tool
• Merge the stormwater network with the NHD flowlines.
Polyline to Raster Tool
• Add a new field with a value for each feature. Convert the merged hydrologic network to a raster.
Reclassify Tool
• Reclassify the value of hydrologic network cells to -1000 and NoData cells to 0.
Raster Calculator Tool
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Hydrologic Network Burning Process
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Burn Hydrologic Network
Merge Tool
• Merge the stormwater network with the NHD flowlines.
Polyline to Raster Tool
• Add a new field with a value for each feature. Convert the merged hydrologic network to a raster.
Reclassify Tool
• Reclassify the value of hydrologic network cells to -1000 and NoData cells to 0.
Raster Calculator Tool
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Hydrologic Network Burning Process
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Burn Hydrologic Network
Merge Tool
• Merge the stormwater network with the NHD flowlines.
Polyline to Raster Tool
• Add a new field with a value for each feature. Convert the merged hydrologic network to a raster.
Reclassify Tool
• Reclassify the value of hydrologic network cells to -1000 and NoData cells to 0.
Raster Calculator Tool
Partitioning the
Landscape with the
Reclassify Tool
Hydrologic
Network =
-1000
Non-hydrologic
network cells = 0
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Hydrologic Network Burning Process
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Burn Hydrologic Network
Merge Tool
• Merge the stormwater network with the NHD flowlines.
Polyline to Raster Tool
• Add a new field with a value for each feature. Convert the merged hydrologic network to a raster.
Reclassify Tool
• Reclassify the value of hydrologic network cells to -1000 and NoData cells to 0.
Raster Calculator Tool
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Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationWhat is a sink or pit?
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationFlow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Flow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Flow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Flow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Flow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Flow Direction
• Calculated from DEM
• ArcGIS uses D8 Algorithm
Grid slope is calculated as a focal operation (3 x 3 cell window)
Flow is routed to the steepest downslope neighboring cell
• Describes a network of flow path
DEM Elevation
Flow Direction Grid Symbolic Flow Direction Flow Direction Code
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow Accumulation0 0 0 0 0 0 0 1 1 2 2 0 0 3 7 5 4 0 0 0 0 20 0 1 0 0 0 1 24 0 0 2 4 7 35 1
Flow Accumulation
• Relies on the flow direction raster to route flow across the DEM
• Flow direction grid describes a network of flow paths
• Each cell in the raster represents the number of upstream cells
Upslope Accumulated Area (UAA)
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Upslope accumulated area (UAA)
Amount of area draining to a point on the landscape
Source: Brian McGlynn Duke University
Advanced Flow Accumulation Methods
•
Flow accumulation grids
can be weighted according
to landscape variables:
Nonpoint source
pollution
Soil types
Case Study Application: Riparian Buffers
•
Why do they matter?
Filter pollutants
Trap sediment
Dissipate stream energy
Provide wildlife habitat
Source: EPA
• For each cell in the watershed, calculate the number of riparian zone cells between that cell and the stream.
• Non-riparian cells are weighted as 1, riparian cells weighted as 0.
• Numbers represent the count of buffer cells a source must pass
through to reach the stream.
Case Study Application: Riparian Buffers
• For each cell in the watershed, calculate the number of riparian zone cells between that cell and the stream.
• Mean value of source cells:
6 ∗ 2 + 9 ∗ 1 + (1 ∗ 0)
( 6 + 9 + 1) = 1.31
• Higher the value, greater the buffering potential of watershed.
Case Study Application: Riparian Buffers
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationSnap Pour Point Tool
• Pour points are outlets for drainage areas.
• Pour points could be outfalls, stormwater facilities outlets, stream confluences, stream gauges, etc.
• Searches within a user-defined distance around the specified pour points for the cell of
highest accumulated flow.
• Converts vector data to raster.
Hydrologically Conditioning a DEM
Obtain DEM Build Contiguous Hydrologic Network Burn Hydrologic Network Fill Sinks Flow Direction Flow AccumulationWatershed Tool
• A watershed is the area of land where all of the water that falls in it and
drains off of it goes to a common outlet as concentrated drainage.
Watershed Tool
• Watersheds can be delineated from a DEM using flow direction.
• Output is a raster of watersheds,
which can be converted to polygons via the Raster to Polygon tool.
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Watershed Tool
• Other GIS layers can be overlayed with these polygons to determine drainage characteristics:
Impervious surfaces
Land use and land cover
Existing TMDLs or other regulations
Urban “Watersheds”
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Hydrologic
• Cooperative Effort between SHA and MDE
• SHA to use for bridge and highway design
• MDE has used as the basis for hydrologic updates to flood studies
• Optimal balance between preserving environmental quality and hydraulic performance of drainage structures
• Deterministic vs. Statistical
• Hydrologic DEMs allow for rapid processing of drainage areas, the input variable that most closely correlates with discharge
• In addition to DA value, the spatial catchment is delineated to allow for analysis of additional parameters
(limestone, forested, impervious, soils, slope)
• Scripting for batch mode
Computing Peak Discharges
• Limitations
• Peak flow only
• Gage density/input parameter variability
• USGS Streamstats
• No gage weighting
• Lag in edition
• No customization (LiDAR, storm sewer, etc.)
• www.mdfloodmaps.com
• Discharges computed for 10-, 50-, 100-, and 500-year events
Computing Peak Discharges
• GISHydro
• WinTR-20
• Calibration to plus one standard error of
prediction
• Rainfall-Runoff Modeling
Summary
• Hydrologic Conditioning supports:
• Rapid watershed delineation • Pour points
• Outfalls
• Infrastructure (curb inlets, catch basins, BMPs)
• Incorporation of urban stormwater
features into drainage network/surface model
• Weighted Raster analyses
• Peak Discharge Computation • Continuity throughout the State
Questions?