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FreeAcademicUnited Kingdom, Africa

TAMSAT Daily Rainfall Estimates v3.0 (Univ. of Reading)

TAMSAT satellite-derived daily rainfall estimates for all of Africa at 0.0375 degree (1983-2016, extended on TAMSAT site), open-access NetCDF download from the University of Reading Research Data Archive.

researchdata.reading.ac.uk

At a glance

Region
United Kingdom (Africa)
Coverage
1983-present, 0.0375 degree daily
Access
Free
Category
Academic
Last updated
2023

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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