On the Extrapolation of Generative Adversarial Networks for Downscaling Precipitation Extremes in Warmer Climates

Abstract While deep‐learning downscaling algorithms can generate fine‐scale climate projections cost‐effectively, it is unclear how effectively they extrapolate to unobserved climates. We assess the extrapolation capabilities of a deterministic Convolutional Neural Network baseline and a Generative...

詳細記述

書誌詳細
主要な著者: Neelesh Rampal, Peter B. Gibson, Steven Sherwood, Gab Abramowitz
フォーマット: 論文
言語:English
出版事項: Wiley 2024-12-01
シリーズ:Geophysical Research Letters
主題:
オンライン・アクセス:https://doi.org/10.1029/2024GL112492