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Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil

JongCheol Pyo, Seok Min Hong, Yong Sung Kwon, Moon S. Kim, Kyung Hwa Cho

2020The Science of The Total Environment183 citationsDOIOpen Access PDF

Topics & Concepts

AutoencoderConvolutional neural networkPrincipal component analysisDimensionality reductionArtificial intelligenceRandom forestPartial least squares regressionDiffuse reflectance infrared fourier transformPattern recognition (psychology)Deep learningEnvironmental scienceComputer scienceChemistryMachine learningPhotocatalysisBiochemistryCatalysisSpectroscopy and Chemometric AnalysesGeochemistry and Geologic MappingSoil Geostatistics and Mapping
Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil | Litcius