Watershed and Stream Network Delineation Including Geomorphology David G. Tarboton dtarb@cc.usu.edu http://www.engineering.usu.edu/dtarb
Overview 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 TOPMODEL Specialized grid accumulation functions TauDEM software
Elevation Surface — the ground surface elevation at each point Digital Elevation Grid — a grid of cells (square or rectangular) in some coordinate system having land surface elevation as the value stored in each cell.
Direction of Steepest Descent 30 30 67 56 49 52 48 37 58 55 22 67 56 49 52 48 37 58 55 22 Slope:
Eight Direction Pour Point Model 32 16 8 64 4 128 1 2
Grid Network
Contributing Area Grid 1 1 1 1 1 1 1 1 1 1 4 3 1 1 4 3 3 1 1 3 1 1 1 12 1 1 1 1 2 12 1 1 1 2 16 1 1 2 1 16 3 6 1 3 6 25 2 1 2 25 TauDEM convention includes the area of the grid cell itself.
Contributing Area > 10 Cell Threshold 4 3 12 2 16 25 6
Watershed Draining to This Outlet
100 grid cell constant support area threshold stream delineation
200 grid cell constant support area based stream delineation
How to decide on support area threshold ? 3 12 Why is it important?
Hydrologic processes are different on hillslopes and in channels Hydrologic 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.
Delineation of Channel Networks and Subwatersheds 500 cell theshold 1000 cell theshold
Examples of differently textured topography Badlands in Death Valley. from Easterbrook, 1993, p 140. Coos Bay, Oregon Coast Range. from W. E. Dietrich
Logged Pacific Redwood Forest near Humboldt, California
Canyon Creek, Trinity Alps, Northern California. Photo D K Hagans
Gently Sloping Convex Landscape From W. E. Dietrich
Mancos Shale badlands, Utah. From Howard, 1994.
Topographic Texture and Drainage Density Driftwood, PA Same scale, 20 m contour interval Sunland, CA
Lets look at some geomorphology. “landscape 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 Horton’s Laws Slope – Area scaling Stream Drops
Drainage Density Dd = L/A Hillslope length 1/2Dd B B Hillslope length = B A = 2B L Dd = L/A = 1/2B B= 1/2Dd L
Drainage Density for Different Support Area Thresholds EPA Reach Files 100 grid cell threshold 1000 grid cell threshold
Drainage Density Versus Contributing Area Threshold
Hortons Laws: Strahler system for stream ordering 1 3 1 2 1 2 1 1 1 1 1 2 2 1 1 1 1 1 1
Bifurcation Ratio
Area Ratio
Length Ratio
Slope Ratio
Slope-Area scaling Data from Reynolds Creek 30 m DEM, 50 grid cell threshold, points, individual links, big dots, bins of size 100
Constant 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.
Stream Drop Elevation difference between ends of stream Note that a “Strahler stream” comprises a sequence of links (reaches or segments) of the same order Nodes Links Single Stream
Break in slope versus contributing area relationship Suggestion: 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
Statistical Analysis of Stream Drops
T-Test for Difference in Mean Values 72 130 T-test checks whether difference in means is large (> 2) when compared to the spread of the data around the mean values
Constant Support Area Threshold
200 grid cell constant support area based stream delineation
Local Curvature Computation (Peuker and Douglas, 1975, Comput Local Curvature Computation (Peuker and Douglas, 1975, Comput. Graphics Image Proc. 4:375) 43 48 48 51 51 56 41 47 47 54 54 58
Contributing area of upwards curved grid cells only
Upward Curved Contributing Area Threshold
Curvature based stream delineation
Channel network delineation, other options 4 5 6 3 7 2 1 8 Contributing Area 1 2 3 Grid Order 1 4 3 12 2 16 25 6
Grid network pruned to order 4 stream delineation
Slope area threshold (Montgomery and Dietrich, 1992).
Topographic Slope ? Topographic Definition Drop/Distance Limitation imposed by 8 grid directions.
The 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)
Specific catchment area a is the upslope area per unit contour length [m2/m m] Upslope contributing area a Stream line Contour line
Contributing Area using D
TOPMODEL Beven, K., R. Lamb, P. Quinn, R. Romanowicz and J. Freer, (1995), "TOPMODEL," Chapter 18 in Computer Models of Watershed Hydrology, Edited by V. P. Singh, Water Resources Publications, Highlands Ranch, Colorado, p.627-668. “TOPMODEL is not a hydrological modeling package. It is rather a set of conceptual tools that can be used to reproduce the hydrological behaviour of catchments in a distributed or semi-distributed way, in particular the dynamics of surface or subsurface contributing areas.”
Saturation in zones of convergent topography TOPMODEL and GIS Surface saturation and soil moisture deficits based on topography Slope Specific Catchment Area Topographic Convergence Partial contributing area concept Saturation from below (Dunne) runoff generation mechanism Saturation in zones of convergent topography
Slope Specific Catchment Area ln(a/S) or ln(a/tan) [tan=S] is a wetness index that determines the locations of saturation from below and soil moisture deficit.
TOPMODEL soil moisture deficit example Given Ko=10 m/hr f=5 m-1 Qb = 0.8 m3/s A (from GIS) ne = 0.2 Compute R=0.0002 m/h l=6.90 T=2 m2/hr Raster calculator -( [ln(sca/S)] - 6.90)/5+0.46
Contributing Area using D
Useful for example to track where sediment or contaminant moves
Useful for example to track where a contaminant may come from
Useful for a tracking contaminant or compound subject to decay or attenuation
Useful for a tracking a contaminant released or partitioned to flow at a fixed threshold concentration
Transport limited accumulation Useful for modeling erosion and sediment delivery, the spatial dependence of sediment delivery ratio and contaminant that adheres to sediment
Useful for destabilization sensitivity in landslide hazard assessment Reverse Accumulation Useful for destabilization sensitivity in landslide hazard assessment with Bob Pack
TauDEM in ArcGIS Visual Basic ESRI ArcGIS 8.x Toolbar Visual Basic GUI application 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) Data formats Vector shape files ASCII text grid Binary direct access grid ESRI binary grid
Are there any questions ? AREA 1 AREA 2 3 12