David G. Tarboton Utah State University Ude Shankar NIWA, New Zealand

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Presentation transcript:

David G. Tarboton Utah State University Ude Shankar NIWA, New Zealand The Identification and Mapping of Flow Networks from Digital Elevation Data David G. Tarboton Utah State University Ude Shankar NIWA, New Zealand

Location Map of the Grey River New Zealand South Island Basin Area: 3817 km2 Flow: 12.1 x 109 m3 Flow/Area: 3184 mm Greymouth Christchurch

Grey Digital Elevation Model 2815 rows 3675 columns 30 m grid The source data is 20 m contours digitized from 1:50,000 scale topographic maps. This has been processed into a 30 m grid using TOPOGRID, the Arc/Info grid implementation of Hutchinson’s ANUDEM methods for gridding contour data while respecting topographic drainage features. The Grey river is located on the West Coast of the South Island of New Zealand. The range to the NW is the Paparoa going up to 1400 m, with an extension of the Southern Alps to the south and east going up to 1950 m within the area shown. The presence of the central fault is clearly evident. The orography has a big influence on precipitation. Valley annual rainfall totals are 2 m or even lower in the rain shadow of the Paparoa’s. Mountain annual rainfall totals of 5m have been recorded, but gauges are sparse in the mountains.

Contrasting Interpretations “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.) “any definition of a finite channel network is arbitrary, and entirely scale dependent.” (Band, 1993, in “Channel Network Hydrology”, edited by Beven and Kirkby, p15.)

Grid Based DEM Analysis Methods Pit Filling (standard flooding approach) Flow directions D8 (standard) D (Tarboton, 1997, WRR 33(2):309) Flat routing (Garbrecht and Martz, 1997, JOH 193:204) Contributing area calculation (standard, adapted for D) Local curvature computation (Peuker and Douglas, 1975, Comput. Graphics Image Proc. 4:375) Source Identification Support area threshold/channel maintenance coefficient (Standard) combined area-slope threshold (Montgomery and Dietrich, 1992, Science, 255:826) local curvature based (advocated here) Threshold/drainage density selection Slope-area breakpoint Constant stream drop statistical test (Tarboton et al., 1991, Hyd. Proc. 5(1):81)

D8

D

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

Slope-Area plot 25 m < a S2 < 200 m1 Debris-flow2 Alluvial2 Support area > 200 30 m grid cells Alluvial2 Debris-flow2 Hillslopes2 Slope-Area plot Notes 1. Range suggested by Montgomery and Dietrich (1992, Science 255:828) as channel head transitional areas. 2. Schematic classification of Montgomery and Foufoula-Georgiou (1993, WRR p3933).

Constant Support Area Threshold

Upward Curved Contributing Area Threshold

Conclusions and Recommendations The method that uses a contributing area threshold from upwards curved grid cells is advocated. Spatial variability in drainage density is naturally represented by this method. The constant drop test should be used to objectively select the threshold.