Numerical Forecast Correction of Temperature and Wind Using a Single-Station Single-Time Spatial LightGBM Method

Numerical Forecast Correction of Temperature and Wind Using a Single-Station Single-Time Spatial LightGBM Method

Achieving high-performance numerical weather prediction (NWP) is important for people’s livelihoods and for socioeconomic development. However, NWP is obtained by solving differential equations with globally observed data without capturing enough local and spatial information at the observed station...

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Bibliographic Details
Main Authors: Rongnian Tang, Yuke Ning, Chuang Li, Wen Feng, Youlong Chen, Xiaofeng Xie
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
temperature
wind
forecast
spatial feature
LightGBM
weather correction
Online Access:https://www.mdpi.com/1424-8220/22/1/193

Internet

https://www.mdpi.com/1424-8220/22/1/193

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