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Published byPatrick Bailey Modified over 9 years ago
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Modeling Variable Source Area Hydrology With WEPP
Winter Erosion Processes and Modeling Meeting USDA-ARS National Soil Erosion Research Laboratory West Lafayette, Indiana May 1-3, 2007 E.S. Brooks1, B. Crabtree2 S. Dun4, J.A. Hubbart7, J.Boll3, J. Wu5, W.J. Elliot6 1Research Support Scientist, 2Graduate Research Assistant, 3Associate Professor, Biol.&Agr. Engr., Univ. of Idaho, Moscow, ID 4Graduate Research Assistant, 5Associate Professor, Biol. Systems Engineering, Washington State University, Pullman, WA 99164 6Research Leader, Rocky Mtn. Res. Station, USDA-FS, Moscow, ID 83843 7Graduate Research Assistant, Forest Resources, Univ. of Idaho, Moscow
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Research Direction Evaluation of conservation practices in km2 watersheds (USDA-CEAP) Assessing the cumulative effects of land management practices on sediment loading at the watershed outlet Both Ag. and Forested watersheds (Paradise Creek and Mica Creek watersheds)
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Variable Source Area Hydrology
Runoff producing areas are directly related to the local soil water storage capacity (i.e. saturation excess runoff) Extent varies by season, event Where is it important? Shallow soils (i.e. perched WTs) Steep converging slopes (e.g. toe slopes) Low intensity rainfall and/or snowmelt
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Water Balance with lateral flow (2-Dim Flow)
In VSA Hydrology, Steeper slopes generate less runoff, than flat slopes Water Balance with lateral flow (2-Dim Flow) Percolation Lateral Flow out Surface runoff perched layer ET P Flow in
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Lateral Flow Drives Spatial Variability
3 Dim Flow Soil Saturation and runoff in converging zones High lateral flow, minimal runoff In steep, diverging areas
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Perched Water Tables STATSGO
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Perched Water Tables
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VSA Hydrology in WEPP Lateral flow is calculated in WEPP by OFE
Convergence of lateral flow along a hillslope can only be simulated in WEPP with multiple OFEs Convergence of lateral flow drives the distribution of VSA runoff on a hillslope
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Single Hillslope: Lateral flow, Runoff, Erosion and Deposition
Small lateral flow at the outlet does not mean lateral flow is not important!!
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Paradise Creek Watershed 28 km2 (Ag+Forest) WW-SG-Legume
- 556 Hillslopes - Up to 19 OFEs on each hillslope
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Applying WEPP to Large Watersheds
Use GEOWEPP to generate single OFE slope, soil, management files, and hillslope/channel structure Convert single OFE files to multiple OFE files Run the program as a batch file Extract hillslope output (including percolation) to generate streamflow
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Application to Paradise Creek
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Paradise Creek Watershed
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Sediment Delivery by Hillslope
Grass Direct Seed Mulch Till Conventional 0.07 Tons/ac 614 Tons 0.1 tons/ac 1100 tons 0.9 tons/ac 10,000 tons 2.5 tons/ac 24,000 tons Sediment Delivery by Hillslope Winter Wheat Spring Barley Spring Peas Rotation ***30 year Averages
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Application to Mica Creek
Nested forested watershed Snowmelt Dominated km2 sub-watersheds
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Soil Moisture Routing Model (Frankenberger et al., 1999)
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WEPP “Fitted” Snowmelt
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WEPP Simulations Rain Passes Through Snow pack
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Simulation on a 39% North Facing Slope
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Hubbart et al. work in Mica Creek
Measured variability in snow accumulation 2006 peak snow water equivalent 57 cm clear cut 30 cm partial cut 12-22 cm full canopy cover Measured variability in snow melt rates 1.08 cm/day clear cut 0.67 cm/day partial cut 0.47 cm/day full canopy Persistent Inverse Air Temperature lapse rates
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Hubbart et al. work in Mica Creek
Fitting Peak Snow Pack with WEPP Simulated effective precipitation 875 mm clear cut 380 mm partial cut 190 mm full canopy cover Fitting Snowmelt Rates with WEPP Fitted canopy cover 55% canopy cover for clear cut 73% canopy cover for partial cut 81% canopy cover for full canopy
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WEPP Snowmelt Primary limitations in high elevation, forests
Does not simulate snow pack temperature (i.e. cold content) Rain assumed to pass through the snow pack Maximum snow density is 350 kg/m3 Snow settling rates too small Over-sensitivity to canopy cover/solar radiation (i.e. Melt A) Ignores topographic shading Ignores snow interception, sublimation, and drifting A daily model applied on an hourly time step - Modifications by Hendricks to the US Army Corps Engineers approach assumed applicable on an hourly time step
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Snowmelt Variability with Multiple OFEs
North Facing Slope
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Snowmelt Variability with Multiple OFEs
South Facing Slope
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VSA Hydrology Summary The spatial distribution of VSA runoff highly correlated with converging subsurface lateral flow Simulation of VSA Hydrology requires multiple OFEs Multiple OFEs yield more realistic runoff distribution maps and hydrograph recessions
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Snowmelt Recommendations
Need research on the effects of canopy on interception, drifting, sublimation Add in an hourly, physically based approach snow pack temperature algorithms Improve snow pack density relationships Incorporate snow liquid water holding capacity
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EXTRA SLIDES
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Snow Water Holding Capacity
Initial Dec.29th 1996 Snow Pack: 698 mm SWE, 117 kg/m3 snow density, 6.0 m snow depth Next 4 Days: 135 mm Rain, 17 mm Snow, No Snowmelt Estimated Water Holding Capacity (350 kg/m3 – 117 kg/m3)/1000 * 6.0 m Snow = 1.4 m Final Snow Pack: 698 mm + 17 mm = 715 mm SWE, 118 kg/m3 snow density Assuming all water retained in the snow pack and no compaction occurs final snow density should be 140 kg/m3 Assuming 5% WHC then 698*0.05 = 35 mm Assuming Tsnow = -0.7 then 31 mm Total water passing through 135 mm – 35 mm – 31 mm = 69 mm
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Perched Water on a Fragipan soil horizon
Courtesy of Paul McDaniel
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Single Hillslope: Runoff
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