Effective prediction of soil organic matter by deep SVD concatenation using FT-NIR spectroscopy
Hanli Qiao, Xiubo Shi, Huazhou Chen, Jingyi Lyu, Shaoyong Hong
Topics & Concepts
Concatenation (mathematics)Convolutional neural networkTopsoilSingular value decompositionComputer scienceMean squared errorSoil organic matterPattern recognition (psychology)Artificial intelligenceSoil scienceMathematicsEnvironmental scienceSoil waterStatisticsCombinatoricsGeochemistry and Geologic MappingMetabolomics and Mass Spectrometry StudiesSpectroscopy and Chemometric Analyses