Hsuan-Tien Lin

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Dataset of Tropical Cyclone Rapid Intensification with Satellite Images (TCRISI)

Ching-Yuan Bai, Buo-Fu Chen and Hsuan-Tien Lin

TCRISI serves as the dataset for benchmarking the performance of TC rapid intensification prediction models. It is derived from the TCIR dataset with this script.

The training/validation/test splits are here:

Please refer to the official TCRI-Benchmark repository for loading the tfrecords.

How to cite TCRISI?

Please cite the following paper:

Ching-Yuan Bai, Buo-Fu Chen, and Hsuan-Tien Lin. Benchmarking tropical cyclone rapid intensification with satellite images and attention-based deep models. In Proceedings of the The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), September 2020. A preliminary version appeared in the Workshop on Machine Learning for Earth Observation @ ECML/PKDD '19.


Last updated at CST 05:29, September 21, 2020
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