Code repository: Measure Less, Map More: Using Machine Learning, Physiography, and Prior Depth Maps to Extrapolate In-Swath Snow Depth Measurements Across Mountain Basins
收藏Figshare2026-01-20 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Code_repository_Measure_Less_Map_More_Using_Machine_Learning_Physiography_and_Prior_Depth_Maps_to_Extrapolate_In-Swath_Snow_Depth_Measurements_Across_Mountain_Basins/31100365
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This is the code repository for the paper, Measure Less, Map More: Using Machine Learning, Physiography, and Prior Depth Maps to Extrapolate In-Swath Snow Depth Measurements Across Mountain Basins, submitted to GRL. Abstract: Basin-wide snow depth maps support operational water supply assessments, but their availability is limited by measurement costs (airborne) or sampling constraints (satellite, drone). We present Swath-RF, a methodology that trains random forests on snow depth measured within a narrow swath (
创建时间：
2026-01-20
