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A transfer learning–enhanced deep learning framework for efficient and interpretable soil heavy metal pollution prediction under data scarcity and spatial heterogeneity

Bin Yang, A. He, Zhong Ren, Kai Yu, Gang Zhao, Yanchun Fan, Qi Wang, Shenglian Luo

2025Journal of Hazardous Materials15 citationsDOI

Topics & Concepts

PollutionScarcityTransfer of learningEnvironmental scienceHeavy metalsSpatial heterogeneityComputer scienceArtificial intelligenceEnvironmental chemistryChemistryEcologyBiologyMicroeconomicsEconomicsGeochemistry and Geologic MappingRemote-Sensing Image ClassificationText and Document Classification Technologies
A transfer learning–enhanced deep learning framework for efficient and interpretable soil heavy metal pollution prediction under data scarcity and spatial heterogeneity | Litcius