Application of GIS and Terrain Analysis to Watershed Model Calibration

advertisement
Application of GIS and Terrain
Analysis to Watershed Model
Calibration
for the CHIA Project
Sam Lamont
Robert Eli
Jerald Fletcher
Background

CHIA: Cumulative Hydrologic
Impact Assessment of a mine site

Required of WVDEP , for each
proposed mine permit

Surface and groundwater quality and
quantity
WVU’s Role
 Ultimate
goal: Graphical tool to simulate
pre- and post-mining conditions
 Water
quantity: Calibrate watershed
model (HSPF) to 235 basins in WV
235 Study Watersheds and Their Outlets
BASINS-GIS Framework
• ArcView based environment for display
and analysis of watershed features
• Develops input files for HSPF
- watershed file (landuse, slope,
area)
- stream network
- reach attributes
- point sources
• This project: WCMS
HSPF: Hydrologic Systems
Program - Fortran
 Continuous
Calculates water balance for each time step
R = P – ET – IG – S
where: R = Runoff
P = Precipitation
ET = Evapotranspiration
IG = Deep/Inactive Groundwater
S = Change in soil storage
 Surface and sub-surface hydrology
 Inputs = Precip, PET, Temp
 Output = Simulated flow
Modeled Precipitation Grid
- Hourly Precip
- 1948 – 2002
- 5 km resolution
How HSPF Represents a Watershed
Outlet point
Example:
- 5 Sub-watersheds
- 5 Stream reaches
Watershed
boundary
(Storage-Outflow routing)
- Land use types
Forest (Steep,Moderate, Mild)
Stream reach
Shrub-land
Pasture/Grassland
Urban
Mine
Barren
Row Crop
Wetland
Surface Water
Flow
Direction
Percent Slope Distribution
Legend
WV_Slope
<VALUE>
0 - 15
15 - 25
25+
wvstate_83
WV_Slope
<VALUE>
0 - 15
15 - 25
25+
5 Calibration Watersheds
Model Calibration
 Trial
and error:
1. Run Model
2. Compare output
3. Adjust parameters
4. Repeat
 Other
software assists this process
HSPEXP: Calculates error statistics, provides advice, plots
Typical Results: Tygart Valley River at Elkins
Further Proposed Terrain Analysis
for Calibration Improvement
• Hoes does watershed
shape and structure relate
to hydrology?
• Searching for an index
defining hydrologic
characteristics.
Some examples…
Topographic Index

Beven and Kirkby,
1979
TI = ln(a/tanB)
a = area
B = slope
(relative wetness)
Example: Abes Run,
Canaan Valley
Rugosity-Surface Area/Planar Area
Drainable Volume
Percent Drainable Volume vs. Percent Height
1
- Volume of
watershed above a
particular elevation
0.9
0.8
Percent Volume
0.7
Twelvepole Creek Watershed
Tygart Valley at Elkins
Big Sandy
Buffalo
Clearfork
0.6
0.5
0.4
0.3
0.2
0.1
0
0
0.1
0.2
0.3
0.4
0.5
0.6
Percent Height
0.7
0.8
0.9
1
Conclusion
Future steps:
- Fine-tune calibration:
Continue searching for patterns
- Validate model
- Mine site modeling
- Link with WCMS
Questions?
Download