1. Version 2 (V2)

Digital Typhoon Dataset Version 2 (V2) was released on November 26, 2024. This is the latest release.

Download

The WP dataset was completely recreated from the Version 1. If you have already downloaded Version 1, please remove it and download Version 2.

License

"Digital Typhoon Dataset" (National Institute of Informatics) is licensed under a Creative Commons Attribution 4.0 International License (CC BY). When you use the dataset, please cite the dataset as follows.

Digital Typhoon Dataset (National Institute of Informatics), doi:10.20783/DIAS.664

Software

Please use pyphoon2 for machine learning research.

Paper

1. Version 2: Asanobu Kitamoto, Erwan Dzik, Gaspar Faure, "Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in Representations and Tasks", arXiv:2411.16421, 2024.
2. Version 1: Asanobu Kitamoto, Jared Hwang, Bastien Vuillod, Lucas Gautier, Yingtao Tian, Tarin Clanuwat, "Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones", NeurIPS 2023 Datasets and Benchmarks (Spotlight), 2023 (Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones, arXiv:2311.02665.).

Please browse the list of publications to find other references on typhoons (filter by 'typhoon').