AINeutralarXiv – CS AI · 5h ago5/10
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A Mechanism-Coupled Split Window Network for Medium- to High-Resolution Land Surface Temperature Retrieval
Researchers propose PCD-Net, a neural network framework that combines physics-based split window algorithms with machine learning to improve land surface temperature retrieval from satellite thermal infrared data. The approach adaptively learns dynamic coefficients for atmospheric correction, addressing limitations of traditional fixed-coefficient methods and enhancing generalization across diverse environmental conditions.