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FreeAcademicSweden, Europe

CAMELS-SE: 50 catchments in Sweden (1961-2020)

CAMELS-SE: daily precipitation, temperature and streamflow across 50 Swedish catchments over 1961-2020, with catchment properties, land cover, soil types, hydrologic signatures and regulation information. Provided as catchment-properties and time-series archives plus GIS shapefiles for modelling and education.

researchdata.se

At a glance

Region
Sweden (Europe)
Coverage
50 catchments (Sweden)
Access
Free
Category
Academic
Last updated
2024

What's inside

  • streamflow
  • meteorological forcing
  • catchment attributes
  • hydrologic signatures
  • time series

Terms explained

What you can do with it

Typical work that data of this type supports.

  1. 01

    Design flows

    Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.

    Because it has: streamflow

  2. 02

    Low flows

    Set environmental flows and check what is left in the river in a dry year.

  3. 03

    Design storms

    Build rainfall intensity-duration-frequency curves for drainage design.

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Flow forecasting

    Train LSTM-style models on past records to forecast river levels and flow days ahead.

  2. 02

    Ungauged basins

    Combine with catchment data to estimate flow where there is no gauge.

  3. 03

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

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