Spatiotemporal forecasting model based on hybrid convolution for local weather prediction post-processing

Spatiotemporal forecasting model based on hybrid convolution for local weather prediction post-processing

Future weather conditions can be obtained based on numerical weather prediction (NWP); however, NWP is unsatisfied with precise local weather prediction. In this study, we propose a spatiotemporal convolutional network (STCNet) based on spatiotemporal modeling for local weather prediction post-proce...

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Bibliographic Details
Main Authors: Li Xiang, Jie Xiang, Jiping Guan, Lifeng Zhang, Zenghui Cao, Jilu Xia
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Earth Science
Subjects:
weather forecasting
convolutional neural network
spatiotemporal modeling
post-processing
time-series analysis
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.978942/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2022.978942/full

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