Description

A collection of tropical storms in the Atlantic and East Pacific Oceans from 2000 to 2019 with corresponding maximum sustained surface wind speed. This dataset is split into training and test categories for the purpose of a competition [Read more about the competition].

Documentation

http://doi.org/10.1109/JSTARS.2020.3011907

Citation

M. Maskey, R. Ramachandran, I. Gurung, B. Freitag, M. Ramasubramanian, J. Miller"Tropical Cyclone Wind Estimation Competition Dataset", Version 1.0, Radiant MLHub. [Date Accessed] https://doi.org/10.34911/rdnt.xs53up

Created By

NASA Interagency Implementation and Advanced Concepts Team (IMPACT)

Contact

manil.maskey@nasa.gov

Usage Examples

Tutorials

Tools & Applications

Publications

Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System by Manil Maskey

STAC Collections

Description

GOES Training Source Imagery

Resource type

Source Imagery

Collection ID

nasa_tropical_storm_competition_train_source

License
CC-BY-4.0

Download (Requires Radiant MLHub Account)

nasa_tropical_storm_competition_train_source.tar.gz (1.3 GB)
Description

GOES Test Source Imagery

Resource type

Source Imagery

Collection ID

nasa_tropical_storm_competition_test_source

License
CC-BY-4.0

Download (Requires Radiant MLHub Account)

nasa_tropical_storm_competition_test_source.tar.gz (875.8 MB)
Description

Training Storms Wind Speeds

Resource type

Labels

Collection ID

nasa_tropical_storm_competition_train_labels

License
CC-BY-4.0

Download (Requires Radiant MLHub Account)

nasa_tropical_storm_competition_train_labels.tar.gz (7.2 MB)
Description

Test Storms Wind Speeds

Resource type

Labels

Collection ID

nasa_tropical_storm_competition_test_labels

License
CC-BY-4.0

Download (Requires Radiant MLHub Account)

nasa_tropical_storm_competition_test_labels.tar.gz (4.4 MB)