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Registration RequiredResearch InstituteGlobal

EM-DAT

International disasters database including water-related events

emdat.be

At a glance

Region
Global
Coverage
Global disasters since 1900
Access
Registration Required
Category
Research Institute
Last updated
2024

What's inside

  • Natural Disasters
  • Floods
  • Droughts
  • Economic Impact

Terms explained

What you can do with it

Typical work that data of this type supports.

  1. 01

    Hazard maps

    Map flood-prone areas and who and what is exposed.

    Because it has: Floods

  2. 02

    Model validation

    Check flood models against observed events.

  3. 03

    Drought indices

    Track SPI and SPEI style indices for declarations and relief.

    Because it has: Droughts

Where AI adds value

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

  1. 01

    Flood extent from SAR

    Segment flooded areas in radar imagery, even through cloud.

  2. 02

    Depth estimates

    Learn flood depth from terrain, rainfall and past events.

  3. 03

    Onset forecasts

    Predict drought onset months ahead from climate signals.

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