Combining ATC and 3D-CNN for reconstructing spatially and temporally continuous land surface temperature

Huyan Fu, Zhenfeng Shao, Peng Fu, Xiao Huang, Tao Cheng, Yewen Fan

Abstract: Highlights:•A hybrid reconstructing method that combines ATC and 3D-CNN is developed.•Seamless LSTs are reconstructed using spatiotemporal information and multisource data.•The proposed model leads to reduced errors in reconstructed LST from Landsat and MODIS imagery.•The proposed model results in improved accuracy of urban-scenario LST reconstruction.