Processed Sentinel 1, Sentinel 2 and Copernicus Emergency Management Service data for fine tuning and predicting flood extent with IBM's granite-geospatial-uki-flood-detection model

This dataset contains processed Sentinel 1 Sentinel 2 imagery together with flood event labels extracted from the Copernicus Emergency Management Service. It has been assembled to demonstrate fine tuning and inference of flood event segmentation using granite geospatial foundation models developed by IBM Research. Please see https://huggingface.co/ibm-granite/granite-geospatial-uki-flooddetection for more information on models and use.

Sentinel-1

The European Space Agency. 2014. Sentinel-1 Mission. https://sentinel.esa.int/web/sentinel/missions/sentinel1. Accessed: 2024-11-25.

Sentinel-2

The European Space Agency. 2015. Sentinel-2 Mission. https://sentinel.esa.int/web/sentinel/missions/sentinel2. Accessed: 2024-11-25.

Copernicus Emergency Management Service

https://emergency.copernicus.eu/mapping/list-of-activations-rapid. Accessed: 2024-11-25. 

Attribution

Contains modified Copernicus Sentinel data [2019-2024]

Contains modified Copernicus Service information [2019-2023]