Advancing Climate Science Data Efficiency by Dual-stage Extreme Compression with an Efficient VAEformer

Tao Han, Zhenghao Chen, Song Guo, Wanghan Xu, Wanli Ouyang, Lei Bai

Abstract: The growing threat of climate change highlights the urgent need for deeper understanding and precise weather prediction. Despite advancements in atmospheric research, the ever-growing volume of weather data challenges efficient storage and broadcasting, slowing efforts to mitigate climate change....

External IDs:doi:10.21203/rs.3.rs-6452190/v1