WRF-Hydro
Weather Research and Forecasting hydrological modeling extension
ral.ucar.edu
At a glance
- Region
- Global
- Coverage
- Continental to local scales
- Access
- Free
- Category
- Software
What's inside
- Weather Forecasting
- Hydrological Modeling
- Flood Prediction
- Climate
What you can do with it
Typical work that data of this type supports.
- 01
Design flows
Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.
Because it has: Hydrological Modeling
- 02
Low flows
Set environmental flows and check what is left in the river in a dry year.
- 03
Hazard maps
Map flood-prone areas and who and what is exposed.
Because it has: Flood Prediction
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Flow forecasting
Train LSTM-style models on past records to forecast river levels and flow days ahead.
- 02
Ungauged basins
Combine with catchment data to estimate flow where there is no gauge.
- 03
Flood extent from SAR
Segment flooded areas in radar imagery, even through cloud.
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