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The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast

Domaine:

climate

Type de record:

paperdatasetsoftware
Créateur:
GifGagBouKég
Éditeur:
UniUniLabTAc
Éditeur:
CCSD
Hôte:avatar
International audience 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: github.com forecast/.

Visit

hal.science

Tags

[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG][INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV][SDU.OCEAN]Sciences of the Universe [physics]/Ocean, Atmosphere

Licenses

info:eu-repo/semantics/OpenAccess