Public data and codes

<pre><pre>README for supporting data for "Rainfall thresholds for postfire debris-flow initiation vary with hydroclimate"<br>Cavagnaro, D.B., McCoy, S.W., Lindsay, D.N., McGuire, L.A., Kean, J.W., Trugman, D.T.<br><br>------<br>DATA:<br><br>DFObsHydroclimatePubNew_attributes.xlsx<br>Excel file containing data on each event as well as associated climatological metrics.<br><br>ROC_by_fire_computed.csv<br>CSV file containing computed thresholds for each fire as well as summary statistics of relevant metrics.<br><br>raster1yr15ma_10k.txt<br>TXT file containing Atlas14 1yr 15min rainfall intensities for the full study area.<br><br>rasterprism_10k.txt<br>TXT file containing PRISM mean annual precipitation for the full study area.<br><br>perim_a14.txt<br>TXT file containing Atlas14 1yr 15min rainfall intensities for burned areas.<br>All cells outside of burn perimeters are set to NULL (-9999).<br><br>perim_prism.txt<br>TXT file containing PRISM mean annual precipitation for burned areas.<br>All cells outside of burn perimeters are set to NULL (-9999).<br><br>a14_f1900_10d.asc<br>ASC file containing Atlas14 1yr 15min rainfall intensities for burned areas above 10 degrees slope.<br>All cells outside of burn perimeters and/or less than 10 degrees slope are set to NULL (-9999).<br><br>prism_f1900_10d.asc<br>ASC file containing PRISM mean annual precipitation for burned areas above 10 degrees slope.<br>All cells outside of burn perimeters and/or less than 10 degrees slope are set to NULL (-9999).<br><br>GaugesForSyntheticExperiment folder<br>Folder containing CSV files of precipitation data for selected gauges across the study area.<br><br>------<br>CODES:<br><br>ThresholdFinder_PUBLIC.py<br>Uses ROC method to compute fire-wide thresholds and creates Figures 2 and 4.<br><br>ClimateKDE_PUBLIC.py<br>Plots kernel density distributions of climate parameters, calculates spatial density of observations, and creates Figure 5.<br><br>SyntheticThresholds_PUBLIC.py<br>Uses gauge data to perform synthetic threshold experiment and creates Figure 3.<br><br>HydroclimateDecisionTree_PUBLIC.py<br>Uses decision tree method to compute variable importance and creates Figure 6.</pre></pre>100%<br>