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FreeAcademicGermany, Global

GLORICH - Global River Chemistry Database (Univ. Hamburg)

Global river hydrochemistry database with 1.27 million samples at ~17,000 sampling locations, covering major ions, nutrients (N, P, Si), organic/inorganic carbon, alkalinity, pH, dissolved oxygen and temperature, with catchment characteristics. Hosted by University of Hamburg.

geo.uni-hamburg.de

At a glance

Region
Germany (Global)
Coverage
Global
Access
Free
Category
Academic
Last updated
2019

What's inside

  • River chemistry
  • Nutrients
  • Major ions
  • Carbon

What you can do with it

Typical work that data of this type supports.

  1. 01

    Hotspots and trends

    Find where contamination is high and whether it is getting worse.

    Because it has: River chemistry

  2. 02

    Compliance checks

    Compare samples against drinking water and discharge standards.

  3. 03

    Design flows

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

Where AI adds value

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

  1. 01

    Risk maps

    Predict contamination where no samples exist, from geology, land use and climate.

  2. 02

    Anomaly alerts

    Catch sudden spikes in sensor or lab data automatically.

  3. 03

    Flow forecasting

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

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