Zobrazeno 1 - 3
of 3
pro vyhledávání: '"autoregressive rollouts"'
Autor:
Karlbauer, Matthias1 (AUTHOR), Cresswell‐Clay, Nathaniel2 (AUTHOR), Durran, Dale R.2,3 (AUTHOR) drdee@uw.edu, Moreno, Raul A.2 (AUTHOR), Kurth, Thorsten4 (AUTHOR), Bonev, Boris4 (AUTHOR), Brenowitz, Noah3 (AUTHOR), Butz, Martin V.1 (AUTHOR)
Publikováno v:
Journal of Advances in Modeling Earth Systems. Aug2024, Vol. 16 Issue 8, p1-22. 22p.
Autor:
Matthias Karlbauer, Nathaniel Cresswell‐Clay, Dale R. Durran, Raul A. Moreno, Thorsten Kurth, Boris Bonev, Noah Brenowitz, Martin V. Butz
Publikováno v:
Journal of Advances in Modeling Earth Systems, Vol 16, Iss 8, Pp n/a-n/a (2024)
Abstract We present a parsimonious deep learning weather prediction model to forecast seven atmospheric variables with 3‐hr time resolution for up to 1‐year lead times on a 110‐km global mesh using the Hierarchical Equal Area isoLatitude Pixeli
Externí odkaz:
https://doaj.org/article/5310a15147c04b8ea192fd26582aec99
Weather forecasting has seen a shift in methods from numerical simulations to data-driven systems. While initial research in the area focused on deterministic forecasting, recent works have used diffusion models to produce skillful ensemble forecasts
Externí odkaz:
http://arxiv.org/abs/2410.05431
