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Sources apportionments of heavy metal(loid)s in soils based on positive matrix factorization (PMF) and lead isotope fingerprinting

Junhao Cao, Jing Guo, Huading Shi, Y.Q. Chen, Zhicheng Shen, Hui Ma, Deyi Hou

2025Journal of Environmental Management7 citationsDOI

Topics & Concepts

Soil waterEnvironmental scienceEnvironmental chemistryEnvironmental remediationContaminationPollutionSoil contaminationAntimonyIsotopeDeposition (geology)CadmiumIsotope analysisMatrix (chemical analysis)ArsenicLead (geology)Soil testSoil scienceSoil PollutantsRadionuclideStable isotope ratioSoil remediationFactorizationLead pollutionIrrigationEnvironmental engineeringEnrichment factorHazard analysisHydrology (agriculture)Soil classificationDecompositionTopsoilPollutantSoil horizonHeavy metals in environmentGeochemistry and Geologic MappingSoil Geostatistics and Mapping
Sources apportionments of heavy metal(loid)s in soils based on positive matrix factorization (PMF) and lead isotope fingerprinting | Litcius