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FreeAcademicPakistan, Asia

Sentinel-1 Flood Extent Maps - Pakistan 2022 Floods (TU Wien)

Binary SAR flood maps (20 m) for southern Pakistan covering 10 Aug-23 Sep 2022, with flood-frequency and first-detection statistical layers, georeferenced to the Equi7Grid. Open GeoTIFF download under CC BY 4.0 from the TU Wien research data repository.

researchdata.tuwien.ac.at

At a glance

Region
Pakistan (Asia)
Coverage
Lower Indus / southern Pakistan
Access
Free
Category
Academic
Last updated
2022

What's inside

  • Flood extent
  • SAR
  • Inundation

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: Flood extent

  2. 02

    Model validation

    Check flood models against observed events.

  3. 03

    No-gauge areas

    Monitor places with no ground stations.

    Because it has: SAR

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

    Segmentation

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

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