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FreeAcademicGermany, Africa

ICDC TAMSAT Rainfall Estimates for Africa (Univ. Hamburg)

University of Hamburg ICDC mirror and documentation of TAMSAT African daily/pentadal/monthly satellite rainfall estimates with direct file access for hydrometeorological monitoring.

cen.uni-hamburg.de

At a glance

Region
Germany (Africa)
Coverage
1983-present
Access
Free
Category
Academic
Last updated
2024

What's inside

  • Precipitation
  • Satellite rainfall

Terms explained

What you can do with it

Typical work that data of this type supports.

  1. 01

    Design storms

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

    Because it has: Precipitation

  2. 02

    Model input

    Drive hydrological, crop and urban drainage models.

  3. 03

    No-gauge areas

    Monitor places with no ground stations.

    Because it has: Satellite rainfall

Where AI adds value

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

  1. 01

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

  2. 02

    Gauge + satellite fusion

    Correct satellite rainfall with gauges using machine learning.

  3. 03

    Segmentation

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

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