Harvard Dataverse - Geum River (South Korea) Reconstructed Naturalized Streamflow
Reconstructed daily naturalized streamflow (1951-2020) for the Geum River basin, Korea, generated with a VIC-river routing model and hyper-resolution DEMs from ERA5-Land. Open download via Harvard Dataverse.
dataverse.harvard.edu
At a glance
- Region
- South Korea (Asia)
- Coverage
- Geum River basin
- Access
- Free
- Category
- Academic
- Last updated
- 2025
What's inside
- streamflow
- naturalized flow
Terms explained
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: streamflow
- 02
Low flows
Set environmental flows and check what is left in the river in a dry year.
- 03
Model calibration
Calibrate and test catchment models against observed flow.
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
Automatic QC
Flag gauge errors, shifts and gaps before they reach a report.
Machine access and documentation
Open API
Dataverse native REST API for file/dataset access
Licence: Open data
Listed in our registry of open water APIs, which WaterDataGPT can query live.
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- K-water South KoreaAsia | Free
- Korea Hydrographic and Oceanographic Agency (KHOA) ocean observationsAsia | Free
- Korea Meteorological Administration (KMA) Marine ObservationsAsia | Free
- Mekong-U.S. Partnership - Mekong Water Data Tools and ResourcesAsia | Free
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