Title: Watershed%20and%20Stream%20Network%20Delineation%20
1Watershed and Stream Network Delineation
Geomorphological Considerations
- David G. Tarboton
- dtarb_at_cc.usu.edu
http//www.engineering.usu.edu/dtarb
2Overview
- Review of flow direction, accumulation and
watershed delineation - Topographic texture and drainage density
- Channel network geomorphology and Hortons Laws
- Stream drop test to objectively oelect channel
delineation threshold - Curvature and slope based methods to represent
variable drainage density - The D? approach
- Specialized grid accumulation functions
- TauDEM software
3Elevation Surface the ground surface elevation
at each point
Digital Elevation Model A digital
representation of an elevation surface. Examples
include a (square) digital elevation grid,
triangular irregular network, set of digital line
graph contours or random points.
4Digital Elevation Grid a grid of cells (square
or rectangular) in some coordinate system having
land surface elevation as the value stored in
each cell.
Square Digital Elevation Grid a common special
case of the digital elevation grid
5Direction of Steepest Descent
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Slope
6Eight Direction Pour Point Model
ESRI Direction encoding
7Eight Direction Pour Point Model D8
Band/GRASS/TARDEM Direction encoding
8Grid Network
9Contributing Area Grid
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TauDEM convention includes the area of the grid
cell itself.
10Programming the calculation of contributing area
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11Contributing Area gt 10 Cell Threshold
12Watershed Draining to This Outlet
13100 grid cell constant support area threshold
stream delineation
14200 grid cell constant support area based stream
delineation
15How to decide on support area threshold ?
Why is it important?
16Hydrologic processes are different on hillslopes
and in channels. It is important to recognize
this and account for this in models.
Drainage area can be concentrated or dispersed
(specific catchment area) representing
concentrated or dispersed flow.
17Delineation of Channel Networks and Subwatersheds
500 cell theshold
1000 cell theshold
18Examples of differently textured topography
Badlands in Death Valley.from Easterbrook, 1993,
p 140.
Coos Bay, Oregon Coast Range. from W. E. Dietrich
19Logged Pacific Redwood Forest near Humboldt,
California
20Canyon Creek, Trinity Alps, Northern California.
Photo D K Hagans
21Gently Sloping Convex Landscape
From W. E. Dietrich
22Mancos Shale badlands, Utah. From Howard, 1994.
23Topographic Texture and Drainage Density
Same scale, 20 m contour interval
Driftwood, PA
Sunland, CA
24landscape dissection into distinct valleys is
limited by a threshold of channelization that
sets a finite scale to the landscape.
(Montgomery and Dietrich, 1992, Science, vol. 255
p. 826.)
Suggestion One contributing area threshold does
not fit all watersheds.
- Lets look at some geomorphology.
- Drainage Density
- Hortons Laws
- Slope Area scaling
- Stream Drops
25Drainage Density
- Dd L/A
- Hillslope length ? 1/2Dd
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Hillslope length B A 2B L Dd L/A 1/2B ?
B 1/2Dd
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26Drainage Density for Different Support Area
Thresholds
EPA Reach Files
100 grid cell threshold
1000 grid cell threshold
27Drainage Density Versus Contributing Area
Threshold
28Hortons Laws Strahler system for stream ordering
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29Bifurcation Ratio
30Area Ratio
31Length Ratio
32Slope Ratio
33Slope-Area scaling
Data from Reynolds Creek 30 m DEM, 50 grid cell
threshold, points, individual links, big dots,
bins of size 100
34Constant Stream Drops Law
Broscoe, A. J., (1959), "Quantitative analysis of
longitudinal stream profiles of small
watersheds," Office of Naval Research, Project NR
389-042, Technical Report No. 18, Department of
Geology, Columbia University, New York.
35Stream DropElevation difference between ends of
stream
36Suggestion Map channel networks from the DEM at
the finest resolution consistent with observed
channel network geomorphology laws.
- Look for statistically significant break in
constant stream drop property - Break in slope versus contributing area
relationship - Physical basis in the form instability theory of
Smith and Bretherton (1972), see Tarboton et al.
1992
37Statistical Analysis of Stream Drops
38T-Test for Difference in Mean Values
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T-test checks whether difference in means is
large (gt 2) when compared to the spread of the
data around the mean values
39Constant Support Area Threshold
40200 grid cell constant support area based stream
delineation
41Local Curvature Computation(Peuker and Douglas,
1975, Comput. Graphics Image Proc. 4375)
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42Contributing area of upwards curved grid cells
only
43Upward Curved Contributing Area Threshold
44Curvature based stream delineation
45Channel network delineation, other options
Contributing Area
46Grid network pruned to order 4 stream delineation
47Slope area threshold (Montgomery and Dietrich,
1992).
48Addressing the limitations imposed by 8 grid
directions
49Topographic Slope
Limitation imposed by 8 grid directions.
- Topographic Definition Drop/Distance
Flow Direction Field if the elevation surface
is differentiable (except perhaps for countable
discontinuities) the horizontal component of the
surface normal defines a flow direction field.
50The D? Algorithm
Tarboton, D. G., (1997), "A New Method for the
Determination of Flow Directions and Contributing
Areas in Grid Digital Elevation Models," Water
Resources Research, 33(2) 309-319.)
(http//www.engineering.usu.edu/cee/faculty/dtarb/
dinf.pdf)
51Specific catchment area a is the upslope area per
unit contour length m2/m ? m
52Contributing Area using D?
Contributing Area using D8
53Useful for example to track where sediment or
contaminant moves
54Useful for example to track where a contaminant
may come from
55Useful for a tracking contaminant or compound
subject to decay or attenuation
56Transport limited accumulation
Useful for modeling erosion and sediment
delivery, the spatial dependence of sediment
delivery ratio and contaminant that adheres to
sediment
57Reverse Accumulation
Useful for destabilization sensitivity in
landslide hazard assessment
with Bob Pack
58TauDEM Software Functionality
- Pit removal (standard flooding approach)
- Flow directions and slope
- D8 (standard)
- D? (Tarboton, 1997, WRR 33(2)309)
- Flat routing (Garbrecht and Martz, 1997, JOH
193204) - Drainage area (D8 and D?)
- Network and watershed delineation
- Support area threshold/channel maintenance
coefficient (Standard) - Combined area-slope threshold (Montgomery and
Dietrich, 1992, Science, 255826) - Local curvature based (using Peuker and Douglas,
1975, Comput. Graphics Image Proc. 4375) - Threshold/drainage density selection by stream
drop analysis (Tarboton et al., 1991, Hyd. Proc.
5(1)81) - Wetness index and distance to streams
- Specialized grid analysis functions (Upslope
influence, Downslope dependence, Decaying
accumulation, Concentration limited accumulation,
Downslope accumulation, Transport limited
accumulation)
59TauDEM in ArcGIS
Visual Basic GUI application
Visual Basic ESRI ArcGIS 8.1 Toolbar
Standalone command line applications
C COM DLL interface
Available from
TauDEM C library
Fortran (legacy) components
http//www.engineering.usu.edu/dtarb/
USU TMDLtoolkit modules (grid, shape, image, dbf,
map, mapwin)
ESRI gridio API (Spatial analyst)
ESRI binary grid
ASCII text grid
Vector shape files
Binary direct access grid
Data formats
60Demonstration