Global prediction of extreme floods in ungauged watersheds
Description
This dataset accompanies the following article:
Nearing, Grey, et al. "Global prediction of extreme floods in ungauged watersheds." Nature (2024).
The code repository associated with this data is repository here: https://github.com/google-research-datasets/global_streamflow_model_paper/. It is highly recommended to use the associated code repository to process this data.
The `model_data.tgz` repository includes reforecasts from the Google model and reanalyses from the GloFAS model. Google model outputs are in units [mm/day] and GloFAS outputs are in units [m3/s]. Model outputs are daily and timestamps are right-labeled, meaning that model outputs labeled, .e.g., 01/01/2020 correspond to streamflow predictions for the day of 12/31/2019.
Files
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(18.9 GB)
Additional details
Related works
- Is cited by
- Preprint: 10.48550/arXiv.2307.16104 (DOI)
- Journal article: 10.1038/s41586-024-07145-1 (DOI)