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A novel approach to estimating urban land surface temperature by the combination of geographically weighted regression and deep neural network models

Siqi Jia, Yuhong Wang, Chen Ling, Xiaowen Bi

2022Urban Climate39 citationsDOI

Topics & Concepts

Ordinary least squaresLand coverMean squared errorArtificial neural networkGeographically Weighted RegressionRegressionLinear regressionRegression analysisPartial least squares regressionEnvironmental scienceUrban heat islandStatisticsComputer scienceLand useEconometricsGeographyMeteorologyMathematicsMachine learningEcologyBiologyUrban Heat Island MitigationLand Use and Ecosystem ServicesRemote Sensing and Land Use
A novel approach to estimating urban land surface temperature by the combination of geographically weighted regression and deep neural network models | Litcius