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Adding Gaussian noise to inaccurate digital elevation models improves spatial fidelity of derived drainage networks
- Source :
- Water Resources Research. 40
- Publication Year :
- 2004
- Publisher :
- American Geophysical Union (AGU), 2004.
-
Abstract
- [1] An economical approach to improving predictions of hydrological models produced highly accurate representations of ephemeral and perennial stream networks. Traditional drainage network extraction from digital elevation models (DEMs) often yields inaccurate and inconsistent results because of elevation errors. Topographic wetness index maps calculated from alternative terrain representations, produced by adding random errors to a DEM of a subwatershed with low relief, were combined to delineate a stream network that matches one produced by more time-intensive (and costly) differential Global Positioning System (GPS) field methods, particularly with respect to the ephemeral component of the drainage network.
- Subjects :
- Topographic Wetness Index
geography
geography.geographical_feature_category
Perennial stream
business.industry
Computer science
Elevation
Terrain
symbols.namesake
Gaussian noise
Global Positioning System
symbols
Drainage
business
Digital elevation model
Water Science and Technology
Remote sensing
Subjects
Details
- ISSN :
- 00431397
- Volume :
- 40
- Database :
- OpenAIRE
- Journal :
- Water Resources Research
- Accession number :
- edsair.doi...........d4cbd84245b844ffa2ecbf0414bb0d05
- Full Text :
- https://doi.org/10.1029/2002wr001735