datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
hrrr-kerchunkThis dataset is comprised of the output from kerchunk's scan_grib across the entire AWS-hosted HRRR forecast files, including pressure levels, surface, and sub-hourly, but not native levels.
Each grib message is its own json file, and each init time is its own zip containing the whole extracted json files for all the forecast times for that init time. Once the kerchunk extraction is
complete, the plan is to combine them so that they can be opened in a single call to Xarray as one very large… See the full description on the dataset page: https://huggingface.co/datasets/jacobbieker/hrrr-kerchunk.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.NOAA-HRRR-CONUS-ImageCaptionsevere-weather-env-hrrr-v1
Severe Weather Environment HRRR v1
This dataset contains HRRR event/control severe-environment samples for tornado, hail, wind, and spatial-control experiments. It is the high-resolution short-range component of the severe-environment data release.
This is a research dataset, not operational guidance. It is not an official NOAA, NWS, SPC, or HRRR product, and it should not be used as a stand-alone warning or forecast system.
Files
data/hrrr_event_control.parquet:… See the full description on the dataset page: https://huggingface.co/datasets/deepguess/severe-weather-env-hrrr-v1.hrrrtruiioo13244NOAA-HRRR-HRRRAK-All-ImageCaption