A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation

Abstract Anticipating climate impacts and risks in present or future climates requires predicting the statistics of high‐impact weather events at fine‐scales. Direct numerical simulations of fine‐scale weather are computationally too expensive for many applications. While deterministic‐based (deep‐l...

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Bibliographic Details
Main Authors: Neelesh Rampal, Peter B. Gibson, Steven Sherwood, Gab Abramowitz, Sanaa Hobeichi
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-01-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
Online Access:https://doi.org/10.1029/2024MS004668