{"url":"/dataset/cems-w","name":"CEMS-W","full_name":"CEMS Wildires","description_markdown":"The dataset includes annotations for burned area delineation and land cover segmentation, with a focus on European soil. The dataset is curated from various sources, including the Copernicus European Monitoring System (EMS) and Sentinel-2 feeds.\r\n\r\n---------\r\n- **Repository:** https://github.com/links-ads/burned-area-seg\r\n- **Paper:** https://paperswithcode.com/paper/robust-burned-area-delineation-through\r\n---------","description_withheld":null,"homepage":"https://huggingface.co/datasets/links-ads/wildfires-cems","introduced_date":"2023-09-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/robust-burned-area-delineation-through","title":"Robust Burned Area Delineation through Multitask Learning","first_author":"Edoardo Arnaudo","url":null},"license":{"name":"CC-BY-4.0","url":"https://choosealicense.com/licenses/cc-by-4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Image Segmentation","url":"/task/image-segmentation","datasets_with_task":"/datasets/task/image-segmentation"},{"name":"Land Cover Classification","url":"/task/land-cover-classification","datasets_with_task":"/datasets/task/land-cover-classification"}],"languages":[],"variants":["CEMS-W"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/semantic-segmentation-on-cems-w","task":"Semantic Segmentation","dataset_variant":"CEMS-W","rows":3,"metrics":["mIoU"],"first_row_in_archive_order":{"model":"UPerNet (RN50)","paper":"/paper/robust-burned-area-delineation-through","metrics":{"mIoU":"84.94"},"code_links":[{"title":"links-ads/burned-area-seg","url":"https://github.com/links-ads/burned-area-seg"},{"title":"links-ads/maclean-burned-area-segmentation","url":"https://github.com/links-ads/maclean-burned-area-segmentation"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/robust-burned-area-delineation-through","title":"Robust Burned Area Delineation through Multitask Learning","date":"2023-09-15","rows_on_this_dataset":3,"code_links":2,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}