Datasets:
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license: cc
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license: cc
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# Cluster-wise Regression Reveals Drivers of Present-Day Glacier Changes
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TODO: add link paper
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This dataset contains glacier-level data used for cluster-wise glacier mass-balance regression.
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## CSV data
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`df_mb_with_morpho_and_clim_GSWP3_W5E5.csv` contains one row per glacier, indexed by RGI ID. It includes selected morphological predictors, climate anomalies, location/region metadata, projected coordinates, observed mass balance (`mb`), and mass-balance uncertainty (`mb_err`). The main predictors used here are:
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- `slope_20prc`
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- `z_mean`
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- `area_debris_prc`
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- `norm_contrib_area`
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- `temp_anom_2000_to_2019`
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- `prcp_anom_2000_to_2019`
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## Cluster GeoPackages
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The files in `clusters_geocoded/` contain geocoded glacier points for each analysis region. Each file includes the glacier attributes above, a selected `cluster` label, and the full set of available clustering labels (`clabels_*`) for different numbers of clusters.
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Cluster labels were generated with the `SpatialRegWard` method. The GeoPackage geometries are point locations reprojected to the local CRS used for each region.
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