FutureStreams: A global dataset of future streamflow and water temperature
Global projections of future streamflow and water temperature at ~10 km resolution using PCR-GLOBWB forced with five GCMs under multiple climate scenarios up to 2099.
doi.org
At a glance
- Region
- Global
- Coverage
- Global
- Access
- Free
- Category
- Research
- Last updated
- 2022
What's inside
- Temperature
- Streamflow
- Climate Projections
Terms explained
What you can do with it
Typical work that data of this type supports.
- 01
Risk screening
Screen projects and assets for climate risk.
Because it has: Temperature
- 02
Future water
Estimate water availability under future scenarios.
- 03
Design flows
Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.
Because it has: Streamflow
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Bias correction
Correct and downscale climate model output for a site.
- 02
Emulators
Replace slow model runs with fast ML emulators.
- 03
Flow forecasting
Train LSTM-style models on past records to forecast river levels and flow days ahead.
Machine access and documentation
Data paper
FutureStreams: A global dataset of future streamflow and water temperature
Scientific Data 2022
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