├── .gitignore ├── LICENSE.md ├── README.md ├── environment.yml ├── environment_tf1.yml ├── figures └── .gitkeep ├── input_data ├── Watershed_Boundary_Dataset │ ├── WBD_07_HU2_Shape │ │ ├── WBDHU2.cpg │ │ ├── WBDHU2.dbf │ │ ├── WBDHU2.prj │ │ ├── WBDHU2.sbn │ │ ├── WBDHU2.sbx │ │ ├── WBDHU2.shp │ │ ├── WBDHU2.shp.xml │ │ └── WBDHU2.shx │ └── WBD_10_HU2_Shape │ │ ├── WBDHU2.cpg │ │ ├── WBDHU2.dbf │ │ ├── WBDHU2.prj │ │ ├── WBDHU2.sbn │ │ ├── WBDHU2.sbx │ │ ├── WBDHU2.shp │ │ ├── WBDHU2.shp.xml │ │ └── WBDHU2.shx └── bdd-flood-events-US-1980-2020.csv ├── notebooks ├── 0a_read_reanalysis.ipynb ├── 0b_read_prism.ipynb ├── 0c_read_ghcn.ipynb ├── 1_train_cnn.ipynb ├── 2_lrp.ipynb ├── Figure_1.ipynb ├── Figure_2.ipynb ├── Figure_3.ipynb ├── Figure_4.ipynb ├── Figure_S3.ipynb ├── Figure_S4.ipynb └── README.md ├── processed_data ├── dates.nc ├── initial_weights.h5 ├── initial_weights_hgt_only.h5 ├── predicted_class_data.csv ├── predicted_class_data_hgt_only.csv ├── prism_mean_1981-01-01_2019-12-31.nc ├── region.cpg ├── region.dbf ├── region.prj ├── region.shp ├── region.shx ├── region_mean_precip.csv ├── trained_weights.h5 ├── trained_weights_hgt_only.h5 ├── training_history.csv ├── training_history_hgt_only.csv └── trend_cutoff_year_sensitivity.csv ├── project_utils ├── .DS_Store ├── __init__.py ├── fig_utils.py ├── model_utils.py ├── parameters.py ├── read_utils.py └── utils.py └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fdavenport/GRL2021/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fdavenport/GRL2021/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: 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