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Using an ensemble model coupled with portable X-ray fluorescence and visible near-infrared spectroscopy to explore the viability of mapping and estimating arsenic in an agricultural soil

James Kobina Mensah Biney, Radim Vašát, Johanna Ruth Blöcher, Luboš Borůvka, Karel Němeček

2021The Science of The Total Environment27 citationsDOI

Topics & Concepts

Random forestCalibrationEnvironmental scienceSoil testMean squared errorSupport vector machinePartial least squares regressionCoefficient of determinationSoil scienceSoil waterStatisticsMathematicsComputer scienceMachine learningSoil Geostatistics and MappingGeochemistry and Geologic MappingHeavy metals in environment
Using an ensemble model coupled with portable X-ray fluorescence and visible near-infrared spectroscopy to explore the viability of mapping and estimating arsenic in an agricultural soil | Litcius