Cloud to Street - Microsoft Flood Dataset - Sentinel-1

Short description

The Cloud to Street - Microsoft Flood Dataset (C2S-MS Floods) is a dataset of near-coincident Sentinel-1 and Sentinel-2 data paired with water labels from 18 global flood events. These labels are derived products of MODIS sensor on board NASA's Aqua and Terra satellites produced as a part of the study, "Satellite imaging reveals increased proportion of population exposed to floods," Nature (2021), doi: 10.1038/s41586-021-03695-w. In this collection, we keep the water label which represents the maximum observed flood extent during the time period of the event. For a detailed description of the methods used to generate these labels, please refer to the original paper.

Band information

The C2S-MS Floods - Sentinel-1 contains a water label representing the flood extent.
Band Name Sample Type Expected Values Description
water UINT 8 0 - no water, 1 - water, 255 - no data Flood extent

More information

More information about the C2S-MS Floods is described on the Source Cooperative (previously Radiant MLHub) and the methodology and workflow is outlined in the study.

Representative Images

Flood extent near Suchohrad in 2020Flood extent near Suchohrad, Slovakia in 2020.