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An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms

Xiangtian Meng, Yilin Bao, Yiang Wang, Xinle Zhang, Huanjun Liu

2022Remote Sensing of Environment116 citationsDOI

Topics & Concepts

Remote sensingMean squared errorComputer scienceRandom forestHyperspectral imagingSoil carbonMultispectral imageTopsoilPartial least squares regressionEnvironmental scienceArtificial intelligenceAlgorithmSoil scienceMachine learningMathematicsStatisticsGeographySoil waterGeochemistry and Geologic MappingSoil Geostatistics and MappingRemote Sensing in Agriculture
An advanced soil organic carbon content prediction model via fused temporal-spatial-spectral (TSS) information based on machine learning and deep learning algorithms | Litcius