Published December 17, 2023 | Version v3
Dataset Open

Global prediction of extreme floods in ungauged watersheds

  • 1. Google

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

Files (18.9 GB)

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md5:588342aad929cb0889eb1717413b70dc
91.6 kB Download
md5:4e1b371f9d93f91a449cc60a73eb52a1
625.5 MB Download
md5:5192860be64b3bc2f13e1244369314a1
58.0 MB Download
md5:6ff445829899ef142f0223ea4a56b7e7
14.5 GB Download
md5:a98237ca7224a9b1db05e5f7c48c2a6c
3.7 GB Download

Additional details

Related works

Is cited by
Preprint: 10.48550/arXiv.2307.16104 (DOI)
Journal article: 10.1038/s41586-024-07145-1 (DOI)