The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast

Sophie Giffard-Roisin 1 David Gagne 2 Alexandre Boucaud 3 Balázs Kégl 3 Mo Yang 3 Guillaume Charpiat 4 Claire Monteleoni 1
4 TAU - TAckling the Underspecified
LRI - Laboratoire de Recherche en Informatique, UP11 - Université Paris-Sud - Paris 11, Inria Saclay - Ile de France, CNRS - Centre National de la Recherche Scientifique : UMR8623
Abstract : The 2018 Climate Informatics hackathon focused on forecasting the hurricane intensities, and there was 35 participants. Specifically, the goal was to predict the intensity of tropical and extra-tropical storms (24h forecast) using information from past storms since 1979. The contest, dataset, methods, participants, successes, and challenges are discussed. The codes made to run the hackathon are freely available on the RAMP studio platform: www.github.com/ramp-kits/storm forecast/.
Type de document :
Communication dans un congrès
8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4, PROCEEDINGS OF THE 8TH INTERNATIONAL WORKSHOP ON CLIMATE INFORMATICS: CI 2018. 〈https://www2.cisl.ucar.edu/events/workshops/climate-informatics/2018/home〉
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https://hal.archives-ouvertes.fr/hal-01924336
Contributeur : Sophie Giffard-Roisin <>
Soumis le : vendredi 16 novembre 2018 - 16:18:27
Dernière modification le : jeudi 7 février 2019 - 16:58:29
Document(s) archivé(s) le : dimanche 17 février 2019 - 12:32:48

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main_hackathon.pdf
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  • HAL Id : hal-01924336, version 1

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Sophie Giffard-Roisin, David Gagne, Alexandre Boucaud, Balázs Kégl, Mo Yang, et al.. The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast. 8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4, PROCEEDINGS OF THE 8TH INTERNATIONAL WORKSHOP ON CLIMATE INFORMATICS: CI 2018. 〈https://www2.cisl.ucar.edu/events/workshops/climate-informatics/2018/home〉. 〈hal-01924336〉

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