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Applications of geographically weighted machine learning models for predicting soil heavy metal concentrations across mining sites

Hye-Min Jeong, Younghun Lee, Byeongwon Lee, Euisoo Jung, Jai-Young Lee, Sangchul Lee

2024The Science of The Total Environment17 citationsDOI

Topics & Concepts

Gradient boostingRandom forestBoosting (machine learning)Environmental scienceMean squared errorContaminationMean absolute errorSoil scienceStatisticsMathematicsMachine learningComputer scienceEcologyBiologyGeochemistry and Geologic MappingSoil Geostatistics and MappingHeavy metals in environment
Applications of geographically weighted machine learning models for predicting soil heavy metal concentrations across mining sites | Litcius