The objective of this project was to use GIS based modeling to find land most susceptible to erosion along the Fennimore Fork, a tributary of the Blue River which drains directly into the lower Wisconsin River.
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Soil Conservation-GIS-Fennimore Fork
1. Soil Conservation on the Lower Wisconsin
Riverway:
GIS Modeling to Determine Prospective CRP
Candidates Based on Soil Erosion Susceptibility
in the Fennimore Fork Watershed
2. The Fennimore Fork
Watershed exhibits
characteristics that make
it prone to soil erosion
Highly variable
topography
Farming throughout
region
Soil loss as threat to
soil quality (Govers et
al., 2004)
http://www.nrcs.usda.gov/news/images/erosion.jpg
3. Study Area:
Fennimore Fork
Watershed
• Fennimore Fork Watershed is a
subwatershed within one of
eighteen watersheds draining into
the Lower Wisconsin Riverway
4. • Agriculture is the economic
mainstay of the region
• The Conservation Reserve
Program (CRP) is a
nationwide, voluntary
program that works in part
to enhance the environment
by reducing sedimentation
in streams and lakes
5. • Use GIS modeling
(WetSpa) to find land
most susceptible to
erosion in the Fennimore
Fork Watershed of Grant
County
• Provide results to CRP to
determine which land
should be targeted for
enrollment in the
program.
http://www.vub.ac.be/WetSpa/
6. Process-based
GIS based hydrologic model
Watershed/catchment scale
Simulate hydrograph (flood), water
balance
Hydrological attributes over watershed
7. WetSpa can provide:
• Spatial distribution of runoff velocity
• Spatial distribution of runoff volume
Define areas with high runoff velocity and
volume as highly susceptible to soil
erosion
• Velocity is calculated over entire time period
• Volume is calculated for specific storm events
8. LAND 30 Meter
Layers SOIL DEM
USE Resolution
PARAMETERS DERIVED FROM
+ CLIMATE INPUTS
EACH LAYER ABOVE
WETSPA
9. PERMATERS DERIVED FROM
EACH LAYER
Soil Land Use Topography
Flow Direction
Conductivity Root Depth Stream Link
Fill Sink
Residual Moisture Manning’s Coefficient Mask
Flow Length
Porosity Vegetated Fraction Stream Order
Stream Network
Pore distribution Interception Capacity Slope of land/river
Subwatershed
Index Leaf Area Index Stream width
Hydraulic Radius
Wilting point
Field Capacity
11. LAND
SOIL USE DEM
PARAMETERS DERIVED
FROM EACH LAYER CLIMATE INPUTS
ABOVE
WETSPA
Precipitation,
Temperature, Potential
Evapotranspiration
Vary Temporally, Not Spatially
13. Quartile classification:
• Four classes with even
distribution
Bottom left corner
chunk is the town of
Fennimore
(impervious area)
High
Dark red considered
Low
highest
15. Farmland with High Runoff
High Velocity Volume in 11
Storm Events
Intersect
Farmland
susceptible to
erosion
16.
17.
18.
19. The red areas show
up as high velocity
and volume in all
eleven storm events
Therefore, these
areas, while taking
into account land
ownership parcels,
should be considered
for enrollment in CRP
20. POTENTIAL ERROR FUTURE RESEARCH
Bad news: Climate data not within Run comparison of our
study site results to soil classes most
Good news: Within 5 miles susceptible to erosion to find
No model is perfect even more conclusive
6-8 year difference in data from
today
results
30 meter raster pixel size – not Assign addresses to land
very precise with most susceptible areas
TROUBLE ENCOUNTERED
Our first time using this
model so roadblocks required
help from more experienced
users – even a fix from the
creator of the model
21. A special thank you to Ping Wang for all of her help,
A-Xing Zhu for the guidance and
WetSpa Model Author: Yongbo Liu
22. Classification based results
Calibration gives more accurate numeric
results, not the objective of this study
Notas del editor
Introduce ourselves
CHELSEA
CHELSEA-More specifically, our study area is along the Blue River, a tributary of Fennimore Creek which drains directly into the lower Wisconsin Riverway.-The resulting GIS model of areas prone to erosion will be used in conjunction with: land ownership maps- to determine specific parcels of interest-The Conservation Researve Program, from here on out refered to as the CRP, is a nationwide, voluntary program that works to enhance the environment by aiming to reduce sedimentation in streams and lakes, improve water quality, and protect wildlife habitat.
CHELSEA
CHELSEA-We used the WETSPA Model-WETSPA is a process based model-We determined the best way to model areas most prone to soil erosion, using the available data, was to use a hydrologic model as opposed to a sediment loss model-Primary reason for this is that discharge data was not available for our study area-WETSPA actually predicts runoff. This, coupled with discharge data allowed us to calculate soil erosion susceptibility-WETSPA extension allowed us to spatially reference data
JOHN-Two types of models: 1) empirically based models -earlier models -based only on direct observation 2)process based models (or physically based models) -simulate actual processes -can make predictions -conceptual models are a hybrid of these two