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FreeResearchGermany, Global

GRDC Global Freshwater Fluxes into the Oceans

Dataset of continental freshwater discharge to the world's oceans derived from GRDC station data, providing monthly estimates for major river basins and coastal segments globally.

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At a glance

Region
Germany (Global)
Coverage
Global
Access
Free
Category
Research

What's inside

  • Freshwater Discharge
  • Ocean Inflow
  • Continental Runoff
  • River Basin

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: Freshwater Discharge

  2. 02

    Low flows

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

  3. 03

    Sea-level planning

    Plan for sea-level rise and storm surge.

    Because it has: Ocean Inflow

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

    Surge forecasts

    Forecast surge and coastal water levels quickly.

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