Radiant MLHub

Tropical Cyclone Wind Estimation Competition

satellite

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].

Dataset ID

nasa_tropical_storm_competition

DOI

10.34911/rdnt.xs53up

Creator

NASA Interagency Implementation and Advanced Concepts Team (IMPACT)

Contact

manil.maskey@nasa.gov

Documentation

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

Python Client example

from radiant_mlhub import Dataset

ds = Dataset.fetch('nasa_tropical_storm_competition')
for c in ds.collections:
    print(c.id)

Python Client quick-start guide

Source Imagery Collections

Description

Training Data for the NASA Tropical Storm Wind Speed Competition

License

CC-BY-4.0

Collection ID

nasa_tropical_storm_competition_train_source

Download

Description

Training Data for the NASA Tropical Storm Wind Speed Competition

License

CC-BY-4.0

Collection ID

nasa_tropical_storm_competition_test_source

Download

Labels Collections

Description

Training Data for the NASA Tropical Storm Wind Speed Competition

License

CC-BY-4.0

Collection ID

nasa_tropical_storm_competition_train_labels

Download

Description

Training Data for the NASA Tropical Storm Wind Speed Competition

License

CC-BY-4.0

Collection ID

nasa_tropical_storm_competition_test_labels

Download