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FreeResearchGermany, Global

GFZ ICGEM Gravity Field Models

GFZ International Centre for Global Earth Models provides comprehensive gravity field models from GRACE, GRACE-FO and other missions, with tools for computing geoid heights and gravity anomalies relevant to hydrological mass changes.

icgem.gfz-potsdam.de

At a glance

Region
Germany (Global)
Coverage
Global
Access
Free
Category
Research

What's inside

  • Gravity Field Models
  • Geoid
  • Mass Change
  • Hydrological Signal

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: Hydrological Signal

  2. 02

    Low flows

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

  3. 03

    No-gauge areas

    Monitor places with no ground stations.

    Because it has: Gravity Field Models

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

    Segmentation

    Map water, crops and land use pixel by pixel with deep learning.

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