A Two-Step Integrated MLP-GTWR Method to Estimate 1 km Land Surface Temperature with Complete Spatial Coverage in Humid, Cloudy Regions

A Two-Step Integrated MLP-GTWR Method to Estimate 1 km Land Surface Temperature with Complete Spatial Coverage in Humid, Cloudy Regions

There is an increasing demand for a land surface temperature (LST) dataset with both fine spatial and temporal resolutions due to the key role of LST in the Earth’s land–atmosphere system. Currently, the technique most commonly used to meet the demand is thermal infrared (TIR) remote sensing. Howeve...

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Bibliographic Details
Main Authors:	Zhen Gao, Ying Hou, Benjamin F. Zaitchik, Yongzhe Chen, Weiping Chen
Format:	Article
Language:	English
Published:	MDPI AG 2021-03-01
Series:	Remote Sensing
Subjects:	land surface temperature (LST) multilayer perceptron (MLP) geographically and temporally weighted regression (GTWR) Moderate Resolution Imaging Spectroradiometer (MODIS) AMSR2 brightness temperature
Online Access:	https://www.mdpi.com/2072-4292/13/5/971

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