{"url":"/dataset/divshift-nawc","name":"DivShift-NAWC","full_name":"DivShift - North American West Coast","description_markdown":"# DivShift North American West Coast\r\n[DivShift Paper](https://ojs.aaai.org/index.php/AAAI/article/view/35060) | [Extended Version](https://arxiv.org/abs/2410.19816) | [Code](https://github.com/moiexpositoalonsolab/DivShift)\r\n\r\n[https://doi.org/10.1609/aaai.v39i27.35060](https://doi.org/10.1609/aaai.v39i27.35060)\r\n\r\n*Highlighting biases through partitions of volunteer-collected biodiversity data and ecologically relevant context for plant photographs.*\r\n\r\n\r\n## Acquisition\r\nSourced from iNaturalist open data on AWS.\r\n\r\n\r\n## Citation\r\n```\r\n@article{Sierra_Gillespie_Soltani_Exposito-Alonso_Kattenborn_2025,\r\n  author = {Sierra, Elena and Gillespie, Lauren E. and Soltani, Salim and Exposito-Alonso, Moises and Kattenborn, Teja},\r\n  doi = {10.1609/aaai.v39i27.35060},\r\n  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},\r\n  month = {Apr.},\r\n  number = {27},\r\n  pages = {28386-28396},\r\n  title = {DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets},\r\n  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35060},\r\n  volume = {39},\r\n  year = {2025},\r\n  bdsk-url-1 = {https://ojs.aaai.org/index.php/AAAI/article/view/35060},\r\n  bdsk-url-2 = {https://doi.org/10.1609/aaai.v39i27.35060}\r\n}\r\n```\r\n\r\n## References\r\n- iNaturalist: www.inaturalist.org\r\n- WorldClim: https://worldclim.org/about.html\r\n- Harmonized World Soil Database: https://openknowledge.fao.org/server/api/core/bitstreams/149f1562-bf6a-439f-9d3a-eb93940f39cf/content\r\n- Human Footprint Index: https://figshare.com/articles/figure/An_annual_global_terrestrial_Human_Footprint_dataset_from_2000_to_2018/16571064","description_withheld":null,"homepage":"https://huggingface.co/datasets/elenagsierra/DivShift-NAWC","introduced_date":"2024-10-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/divshift-exploring-domain-specific","title":"DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets","first_author":"Elena Sierra","url":null},"license":{"name":"Creative Commons Attribution Share Alike 3.0","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[],"languages":[],"variants":["DivShift-NAWC"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}