ML4WX

Observations & remote sensing

Multiinformation Fusion Network for Mapping Gapless All-Sky Land Surface Temperature Using Thermal Infrared and Reanalysis Data

Yong Zhang, Yingbao Yang, Xin Pan, Yuan Ding, Jia Hu, Yang Dai

IEEE Transactions on Geoscience and Remote Sensing ·

Paper

In one sentence. A CNN attention fusion network combines MODIS and ERA5 data to produce gapless all-sky land surface temperature maps, outperforming four state-of-the-art methods.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
CNN / U-Net, Other
Domain
Global
Data
Satellite, ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1109/tgrs.2023.3269622 OpenAlex:W4366967739
Added
2026-10-22

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