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FreeResearchAfrica

IWMI Africa Water Data Portal

International Water Management Institute's Africa Geoportal providing river discharge data for 60,000+ river segments, rainfall datasets, crop water use maps, and irrigation performance indicators

iwmi.africageoportal.com

At a glance

Region
Africa
Coverage
Continental
Access
Free
Category
Research

What's inside

  • River Discharge
  • Rainfall
  • Irrigation Data
  • Crop Water Use
  • Water Availability

What you can do with it

Typical work that data of this type supports.

  1. 01

    Irrigation scheduling

    Decide when and how much to irrigate.

    Because it has: Irrigation Data

  2. 02

    Water accounting

    Track how much water crops actually consume across a command area.

  3. 03

    Design flows

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

    Because it has: River Discharge

Where AI adds value

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

  1. 01

    Field-scale ET

    Estimate crop water use per field by combining satellite and weather with ML.

  2. 02

    Demand forecasts

    Predict irrigation demand weeks ahead for canal and pump planning.

  3. 03

    Flow forecasting

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

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