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FreeResearch InstituteGlobal
Global Flood Database
NASA and University of Colorado comprehensive flood archive
global-flood-database.cloudtostreet.ai
At a glance
- Region
- Global
- Coverage
- 913 floods from 2000-2018
- Access
- Free
- Category
- Research Institute
- Last updated
- 2023
What's inside
- Flood Extent
- Population Impact
- Economic Loss
- Satellite Analysis
What you can do with it
Typical work that data of this type supports.
- 01
Hazard maps
Map flood-prone areas and who and what is exposed.
Because it has: Flood Extent
- 02
Model validation
Check flood models against observed events.
- 03
No-gauge areas
Monitor places with no ground stations.
Because it has: Satellite Analysis
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Flood extent from SAR
Segment flooded areas in radar imagery, even through cloud.
- 02
Depth estimates
Learn flood depth from terrain, rainfall and past events.
- 03
Segmentation
Map water, crops and land use pixel by pixel with deep learning.
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- Copernicus Lake Water Quality NRT v2 (100m)Global | Free
- Dartmouth Flood ObservatoryGlobal | Free
- Eawag Global Arsenic in Groundwater DatasetGlobal | Free
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