Topology aligned least cost routing model for canals
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM(2023)
摘要
Topography plays an important role in the development of infrastructural facilities such as irrigation canals and road networks. To determine the least-cost flow path between two geo-locations, given the grid-based Digital Elevation Models (DEMs) and a unit cost of construction per length, cost of lift to raise water up to a height of 10 meters, set of coordinates the resultant flow needs to pass-through. This work develops a generic model namely (i) Highly Scalable Gravitational Flow Model (HSGFM) and (ii) Lift Based Flow Model (LBFM) where anti-gravitational force or pumping is used to lift the water along the surface of the terrain. The algorithm correctness values for the 1KM resolution stand at 82.10%, whereas for 90 meters resolution stands at 82.08%. The average value stands out to be 82.09% proving that both the HSGFM and LBFM algorithms are very effective in practice.
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关键词
Terrain analysis,Flow-routing algorithms,GIS,Computational efficiency
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