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A least-cost path approach to stream delineation using lakes as patches and a digital elevation model as the cost surface
Author(s) -
Stephanie J. Melles,
Nicholas E. Jones,
B. J. Schmidt,
Bronwyn Rayfield
Publication year - 2011
Publication title -
procedia environmental sciences
Language(s) - English
Resource type - Journals
ISSN - 1878-0296
DOI - 10.1016/j.proenv.2011.07.042
Subject(s) - terrain , elevation (ballistics) , digital elevation model , computer science , surface (topology) , path (computing) , flow (mathematics) , geology , data mining , hydrology (agriculture) , environmental science , artificial intelligence , remote sensing , cartography , mathematics , geography , geotechnical engineering , geometry , programming language
We present two approaches to predict movement of surface waters through heterogeneous terrain: least-cost graphs and circuits. These methods were compared with the commonly applied ‘deterministic eight’ (D8) approach by examining distances from extracted drainage networks to known-flow boundaries. Overlap statistics and classification accuracy estimates indicated that least-cost graphs and the circuit-based approaches hold some promise and avoid many of the pitfalls associated with removing depressions from a DEM. The majority of stream segments were correctly identified by all methods, but errors of omission and commission were fairly high

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