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Supporting data for: "Rainfall thresholds for postfire debris-flow initiation vary with short-duration rainfall climatology"

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Figshare2024-04-09 更新2026-04-28 收录
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README for supporting data for "Rainfall thresholds for postfire debris-flow initiation vary with short-duration rainfall climatology"Cavagnaro, D.B., McCoy, S.W., Lindsay, D.N., McGuire, L.A., Kean, J.W., Trugman, D.T.------DATA:DFObsHydroclimatePubNew_attributes.xlsxExcel file containing data on each event as well as associated climatological metrics.ROC_by_fire_computed.csvCSV file containing computed thresholds for each fire as well as summary statistics of relevant metrics.raster1yr15ma_10k2.txtTXT file containing Atlas14 1yr 15min rainfall intensities for the full study area.rasterprism_10k.txtTXT file containing PRISM mean annual precipitation for the full study area.a14_f2000.ascTXT file containing Atlas14 1yr 15min rainfall intensities for burned areas.All cells outside of burn perimeters are set to NULL (-9999).prism_f2000_snapped.ascTXT file containing PRISM mean annual precipitation for burned areas.All cells outside of burn perimeters are set to NULL (-9999).a14_f2000_10d.ascASC file containing Atlas14 1yr 15min rainfall intensities for burned areas above 10 degrees slope.All cells outside of burn perimeters and/or less than 10 degrees slope are set to NULL (-9999).prism_f2000_10d_snapped.ascASC file containing PRISM mean annual precipitation for burned areas above 10 degrees slope.All cells outside of burn perimeters and/or less than 10 degrees slope are set to NULL (-9999).GaugesForSyntheticExperiment folderFolder containing CSV files of precipitation data for selected gauges across the study area.------CODES:ThresholdFinder_PUBLIC.pyUses ROC method to compute fire-wide thresholds and creates relevant figures.ClimateKDE_PUBLIC.pyPlots kernel density distributions of climate parameters, calculates spatial density of observations, and creates relevant figure.SyntheticThresholds_PUBLIC.pyUses gauge data to perform synthetic threshold experiment and creates relevant supplemental figure.HydroclimateDecisionTree_PUBLIC.pyUses decision tree method to compute variable importance and creates relevant figure.
创建时间:
2024-04-09
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