README.md

metadata

license: cc-by-nc-4.0
pipeline_tag: image-segmentation
tags:
  - remote sensing
  - sentinel2
  - landsat
  - floods

WorldFloodsv2 dataset

This repository contains the WorldFloodsv2 dataset released with the publication:

E. Portalés-Julià, G. Mateo-García, C. Purcell, and L. Gómez-Chova Global flood extent segmentation in optical satellite images. Scientific Reports 13, 20316 (2023). DOI: 10.1038/s41598-023-47595-7.

The WorldFloods database contains 509 pairs of Sentinel-2 images and flood segmentation masks. Splitted in train, val and test sets. It requires approximately 310GB of hard-disk storage.

The WorldFloods database and all pre-trained models are released under a Creative Commons non-commercial licence

If you find this work useful, please cite:

@article{portales-julia_global_2023,
    title = {Global flood extent segmentation in optical satellite images},
    volume = {13},
    issn = {2045-2322},
    doi = {10.1038/s41598-023-47595-7},
    number = {1},
    urldate = {2023-11-30},
    journal = {Scientific Reports},
    author = {Portalés-Julià, Enrique and Mateo-García, Gonzalo and Purcell, Cormac and Gómez-Chova, Luis},
    month = nov,
    year = {2023},
    pages = {20316},
}