Omkar2118/datasets huggingface dataset:
DivShift-NAWC
Full name: DivShift - North American West Coast

# DivShift North American West Coast
[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)

[https://doi.org/10.1609/aaai.v39i27.35060](https://doi.org/10.1609/aaai.v39i27.35060)

*Highlighting biases through partitions of volunteer-collected biodiversity data and ecologically relevant context for plant photographs.*


## Acquisition
Sourced from iNaturalist open data on AWS.


## Citation
```
@article{Sierra_Gillespie_Soltani_Exposito-Alonso_Kattenborn_2025,
  author = {Sierra, Elena and Gillespie, Lauren E. and Soltani, Salim and Exposito-Alonso, Moises and Kattenborn, Teja},
  doi = {10.1609/aaai.v39i27.35060},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  month = {Apr.},
  number = {27},
  pages = {28386-28396},
  title = {DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35060},
  volume = {39},
  year = {2025},
  bdsk-url-1 = {https://ojs.aaai.org/index.php/AAAI/article/view/35060},
  bdsk-url-2 = {https://doi.org/10.1609/aaai.v39i27.35060}
}
```

## References
- iNaturalist: www.inaturalist.org
- WorldClim: https://worldclim.org/about.html
- Harmonized World Soil Database: https://openknowledge.fao.org/server/api/core/bitstreams/149f1562-bf6a-439f-9d3a-eb93940f39cf/content
- Human Footprint Index: https://figshare.com/articles/figure/An_annual_global_terrestrial_Human_Footprint_dataset_from_2000_to_2018/16571064

Introducing paper: DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets