32
Modeling Variable Source Area Hydrology With WEPP E.S. Brooks 1 , B. Crabtree 2 S. Dun 4 , J.A. Hubbart 7 , J.Boll 3 , J. Wu 5 , W.J. Elliot 6 1 Research Support Scientist, 2 Graduate Research Assistant, 3 Associate Professor, Biol.&Agr. Engr., Univ. of Idaho, Moscow, ID 83844- 2060 4 Graduate Research Assistant, 5 Associate Professor, Biol. Systems Engineering, Washington State University, Pullman, WA 99164 6 Research Leader, Rocky Mtn. Res. Station, USDA-FS, Moscow, ID 83843 Winter Erosion Processes and Modeling Meeting USDA-ARS National Soil Erosion Research Laboratory West Lafayette, Indiana May 1-3, 2007

Modeling Variable Source Area Hydrology With WEPP

  • Upload
    wylie

  • View
    54

  • Download
    3

Embed Size (px)

DESCRIPTION

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. Brooks 1 , B. Crabtree 2 S. Dun 4 , J.A. Hubbart 7 , J.Boll 3 , J. Wu 5 , W.J. Elliot 6 - PowerPoint PPT Presentation

Citation preview

Page 1: Modeling Variable Source Area Hydrology With WEPP

Modeling Variable Source Area Hydrology With WEPP

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 83844-2060

4Graduate Research Assistant, 5Associate Professor, Biol. Systems Engineering, Washington State University, Pullman, WA 99164

6Research Leader, Rocky Mtn. Res. Station, USDA-FS, Moscow, ID 838437Graduate Research Assistant, Forest Resources, Univ. of Idaho, Moscow

Winter Erosion Processes and Modeling MeetingUSDA-ARS National Soil Erosion Research Laboratory

West Lafayette, IndianaMay 1-3, 2007

Page 2: Modeling Variable Source Area Hydrology With WEPP

Research Direction

• Evaluation of conservation practices in 10-100 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)

Page 3: Modeling Variable Source Area Hydrology With WEPP

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

Page 4: Modeling Variable Source Area Hydrology With WEPP

Water Balance

with lateral flow (2-Dim

Flow)

In VSA Hydrology,Steeper slopes generate less runoff, than flat slopes

Percolation

LateralFlow out

Surface runoff

Percolation

perchedlayer

ET P

Surface runoff

LateralFlow in

Page 5: Modeling Variable Source Area Hydrology With WEPP

Soil Saturation and runoffin convergingzones

Lateral Flow Drives Spatial Variability

High lateral flow,minimal runoffIn steep, divergingareas

3 Dim Flow

Page 6: Modeling Variable Source Area Hydrology With WEPP

Perched Water Tables

STATSGO

Page 7: Modeling Variable Source Area Hydrology With WEPP

Perched Water Tables

Page 8: Modeling Variable Source Area Hydrology With WEPP

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

Page 9: Modeling Variable Source Area Hydrology With WEPP

Single Hillslope: Lateral flow, Runoff, Erosion and Deposition

0

5

10

15

20

25

1 3 5 7 9 11 13 15 17 19Distance (# of OFEs)

-100

-80

-60

-40

-20

0

20

40

60

80

100

Net

Soi

l Los

s (k

g)

Ele

vatio

n (m

), R

unof

f, La

tera

l Flo

w (m

m)

.

0

5

10

15

20

25

1 6 11 16-100

-80

-60

-40

-20

0

20

40

60

80

100

Net Soil LossRunoffLateral Flow

Small lateralflow at the outlet doesnot mean

lateral flow is not important!!

Page 10: Modeling Variable Source Area Hydrology With WEPP

Paradise Creek

Watershed

- 28 km2 (Ag+Forest)- WW-SG-Legume- 556 Hillslopes- Up to 19 OFEs on each hillslope

Page 11: Modeling Variable Source Area Hydrology With WEPP

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

Page 12: Modeling Variable Source Area Hydrology With WEPP

0

5

10

15

20

25

30

35

11/30/02 12/30/02 1/29/03 2/28/03 3/30/03 4/29/03

stre

amflo

w (m

m)

Sim 1Sim 2Sim 3

Application to Paradise Creek

Page 13: Modeling Variable Source Area Hydrology With WEPP

0

5

10

15

20

25

30

10/1/02 11/20/02 1/9/03 2/28/03 4/19/03 6/8/03 7/28/03 9/16/03

Stre

amflo

w (m

m)

0

100

200

300

400

500

600

700

800

900

1000

Cum

l. Se

d. D

el. (

Tonn

es)

Sim. StreamflowObs. StreamflowObs. Del. Sed.Sim. Del. Sed.

Paradise Creek Watershed

Page 14: Modeling Variable Source Area Hydrology With WEPP

Grass Direct Seed Mulch Till Conventional

Winter WheatSpring BarleySpring PeasRotation

SedimentDelivery

by Hillslope

0.9 tons/ac10,000 tons

0.07 Tons/ac614 Tons

0.1 tons/ac1100 tons

2.5 tons/ac24,000 tons

***30 year Averages

Page 15: Modeling Variable Source Area Hydrology With WEPP

Application to Mica CreekNested forested watershedSnowmelt Dominated- 2-12 km2 sub-watersheds

Page 16: Modeling Variable Source Area Hydrology With WEPP

Soil Moisture Routing Model (Frankenberger et al., 1999)

0

5

10

15

20

25

30

35

10/1/1991 2/12/1993 6/27/1994 11/9/1995 3/23/1997

Stre

amflo

w (m

m)

SimulatedObserved

Flume 3

Nash Sutcliffe = 0.796

Undisturbed

Page 17: Modeling Variable Source Area Hydrology With WEPP

0

200

400

600

800

1000

1200

1400

10/1/91 2/12/93 6/27/94 11/9/95 3/23/97 8/5/98

SW

E (m

m)

. Observed SWESimulated SWE

WEPP “Fitted” Snowmelt

Page 18: Modeling Variable Source Area Hydrology With WEPP

WEPP Simulations

Rain Passes Through Snow pack

Page 19: Modeling Variable Source Area Hydrology With WEPP

0

200

400

600

800

1000

1200

1400

10/1/92 2/13/94 6/28/95 11/9/96 3/24/98 8/6/99

SWE

(mm

)

.

Observed95% Canopy25% Canopy

Simulation on a 39% North Facing Slope

Page 20: Modeling Variable Source Area Hydrology With WEPP

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

Page 21: Modeling Variable Source Area Hydrology With WEPP

• 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

Hubbart et al. work in Mica Creek

Page 22: Modeling Variable Source Area Hydrology With WEPP

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

Page 23: Modeling Variable Source Area Hydrology With WEPP

1360

1370

1380

1390

1400

1410

1420

1430

1440

1450

1460

1470

0 50 100 150 200 250

Distance (m)

Elev

atio

n (m

)

.

14-Jan17-Apr19-AprSoil Surface

Snowmelt Variability with Multiple OFEs

North Facing Slope

Page 24: Modeling Variable Source Area Hydrology With WEPP

1360

1370

1380

1390

1400

1410

1420

1430

1440

1450

1460

1470

0 50 100 150 200 250

Distance (m)

Elev

atio

n (m

)

.

14-Jan17-Mar25-MarSoil Surface

South Facing Slope

Snowmelt Variability with Multiple OFEs

Page 25: Modeling Variable Source Area Hydrology With WEPP

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

Page 26: Modeling Variable Source Area Hydrology With WEPP

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

Page 27: Modeling Variable Source Area Hydrology With WEPP

EXTRA SLIDES

Page 28: Modeling Variable Source Area Hydrology With WEPP

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

Page 29: Modeling Variable Source Area Hydrology With WEPP

0

50

100

150

200

250

300

350

1/1/91 1/26/91 2/20/91 3/17/91 4/11/91 5/6/91 5/31/91

Snow

Wat

er E

quiv

(mm

)

.

OFE 1OFE 8OFE 19

Page 30: Modeling Variable Source Area Hydrology With WEPP

0

50

100

150

200

250

300

350

1/1/91 1/26/91 2/20/91 3/17/91 4/11/91 5/6/91 5/31/91

Snow

Wat

er E

quiv

(mm

)

.OFE 1OFE 8OFE 19

Page 31: Modeling Variable Source Area Hydrology With WEPP

Perched Water on a Fragipan soil horizon

Courtesy of Paul McDaniel

Page 32: Modeling Variable Source Area Hydrology With WEPP

Single Hillslope: Runoff

0

5

10

15

20

25

Distance (m)

Ele

vatio

n (m

)

0

1

2

3

4

5

6

7

8

9

10

Run

off (

mm

)

0 2301150

5

10

15

20

25

0 50 100 150 2000

20

40

60

80

100

120

140

160

180

200Sim 1 (vertical only)Sim 2 (lateral flow)Sim 3 (lateral flow + convergence)