Tropical Cyclone Wind Estimation Competition

https://doi.org/10.34911/rdnt.xs53up

goes regression tropical storm

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.

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

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STAC Collections

  • Description
    GOES Training Source Imagery
    Resource type
    Source Imagery
    Collection ID
    nasa_tropical_storm_competition_train_source
    License
    CC-BY-4.0
  • Description
    GOES Test Source Imagery
    Resource type
    Source Imagery
    Collection ID
    nasa_tropical_storm_competition_test_source
    License
    CC-BY-4.0
  • Description
    Storms wind speed
    Resource type
    Labels
    Collection ID
    nasa_tropical_storm_competition_train_labels
    License
    CC-BY-4.0

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