STAC-Item - 2012 - Flood Susceptibility Maps – Historic (modelled based on historic observations) 30 m
This series of historic flood susceptibility maps comes from an XGBboost machine learning model trained on major floods from 2005 to 2023. The trained model is then run for each year from 2000 to 2023, including unique temporal characteristics of temperature, precipitation, Land Use Land Cover (LULC) and Normalized Difference Vegetation Index (NDVI), to predict the flood susceptibility of any given year.
This third party metadata element follows the Spatio Temporal Asset Catalog (STAC) specification.
Metadata
Date Created
2026-02-25T18:04:36Z
Date Published
2026-02-25T18:04:36Z
Temporal Coverage
2012-04-01 - Present
Access in last 30 days
1
All time access
38
Source(s) and Citation
(2026-02-25T18:04:36Z). STAC-Item - 2012 - Flood Susceptibility Maps – Historic (modelled based on historic observations) 30 m.
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Related keywords
spatiotemporal asset catalog, stac, flood susceptibility, flood likelihood, flood screening, historical data
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