Spatiotemporal model based on transformer for bias correction and temporal downscaling of forecasts

Spatiotemporal model based on transformer for bias correction and temporal downscaling of forecasts

Numerical weather prediction (NWP) provides the future state of the atmosphere and is a major tool for weather forecasting. However, NWP has inevitable errors and requires bias correction to obtain more accurate forecasts. NWP is based on discrete numerical calculations, which inevitably result in a...

Bibliografski detalji
Glavni autori:	Li Xiang, Jiping Guan, Jie Xiang, Lifeng Zhang, Fuhan Zhang
Format:	Članak
Jezik:	English
Izdano:	Frontiers Media S.A. 2022-11-01
Serija:	Frontiers in Environmental Science
Teme:	spatiotemporal modeling bias correction temporal downscaling weather forecasting swin transformer
Online pristup:	https://www.frontiersin.org/articles/10.3389/fenvs.2022.1039764/full

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