Cloud to Street - Microsoft flood dataset
The C2S-MS Floods Dataset is a dataset of global flood events with labeled Sentinel-1 & Sentinel-2 pairs. There are 900 sets (1800 total) of near-coincident Sentinel-1 and Sentinel-2 chips (512 x 512 pixels) from 18 global flood events. Each chip contains a water label for both Sentinel-1 and Sentinel-2, as well as a cloud/cloud shadow mask for Sentinel-2. The dataset was constructed by Cloud to Street in collaboration with and funded by the Microsoft Planetary Computer team.
Dataset ID | c2smsfloods_v1 |
DOI | 10.34911/rdnt.oz32gz |
Creator | Cloud to Street |
Contact | support@cloudtostreet.info |
Documentation
Tutorial
Citation
Cloud to Street, Microsoft, Radiant Earth Foundation. (2022). A global flood events and cloud cover dataset (Version 1.0).[Date Accessed]. Radiant MLHub. https://doi.org/10.34911/rdnt.oz32gz
Python Client example
from radiant_mlhub import Dataset
ds = Dataset.fetch('c2smsfloods_v1')
for c in ds.collections:
print(c.id)
Download Dataset
Source Imagery Collections
Description | Sentinel-2 data for the Cloud to Street - Microsoft flood dataset |
License | CC-BY-4.0 |
Collection ID | c2smsfloods_v1_source_s2 |
Download | |
Description | Sentinel-1 data for the Cloud to Street - Microsoft flood dataset |
License | CC-BY-4.0 |
Collection ID | c2smsfloods_v1_source_s1 |
Download | |
Labels Collections
Description | Sentinel-2 water labels for the Cloud to Street - Microsoft flood dataset |
License | CC-BY-4.0 |
Collection ID | c2smsfloods_v1_labels_s2_water |
Download | |
Description | Sentinel-2 cloud/shadow labels for the Cloud to Street - Microsoft flood dataset |
License | CC-BY-4.0 |
Collection ID | c2smsfloods_v1_labels_s2_cloud |
Download | |
Description | Sentinel-1 water labels for the Cloud to Street - Microsoft flood dataset |
License | CC-BY-4.0 |
Collection ID | c2smsfloods_v1_labels_s1_water |
Download | |
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