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leharris3/ccrfcd-mrms-hrrr-env-2021-2025

1H gauge accumulation + MRMS/HRRR zarr dataset for the Desert Southwest 50+ MRMS+HRRR variables; 220+ gauges; 400k samples NOTE: work in-progress. This is a dataset for training and evaluating synthetic quantitative precipiation estimation (QPE) models. Given some input context (e.g., radar fields, envionrmental parameters), predict how much rain fell at a rain gauge site over some period of time. Concretely, we've gather and QC'd data from 220 tipping bucket gauges through… See the full description on the dataset page: https://huggingface.co/datasets/leharris3/ccrfcd-mrms-hrrr-env-2021-2025.

sourceHugging Facecc-by-4.0updated 6mo agoView on Hugging Face
3likes401downloads
root
dir__old__/
dirassets/
dirccrfcd_gauges_raw_data/
dirdem/
dirhrrr_filtered/
dirhrrr_zarr/
dirhrrr_zarr_derived/
dirmrms_zarr/
dirmrms_zarr_1h_acc/
file.gitattributes1.3 MBdownload
file03-12-26-CCRFCD-MRMS-HRRR-point-sample-dataset.csv119.7 MBdownload
file2021-01-01_2025-07-25_gt_p1.csv82.3 MBdownload
file2021-01-01_2025-07-25_gt_p2.csv84.5 MBdownload
file2021-01-01_2025-07-25_gt.csv166.8 MBdownload
file2021-01-01_2025-07-25_hrrr_env_final_v8.csv549.4 MBdownload
file2021-01-01_2025-07-25_hrrr_env_final_v9.csv78.1 MBdownload
file2021-01-01_2026-03-23_gt.csv2.52 GBdownload
fileccrfcd_rain_gauge_metadata.csv116 KBdownload
filegauge_feature_cache_meta.json578 Bdownload
filegauge_feature_cache.csv139.9 MBdownload
filenorm_stats_train.json4 KBdownload
fileREADME.md27 KBdownload

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