Identifying spatial drivers of soil heavy metal pollution risk integrating positive matrix factorization, machine learning, and multi-scale geographically weighted regression
Yujie Pan, Anmeng Sha, Wenjing Han, Chang Liu, Guowangchen Liu, Emily Welsch, Min Zeng, Shasha Xu, Yi Zhao, Tian Shang, Yiyi Li, Rui Deng, Xin Zhang, Huanhuan Shi, Yu Cui, Changsheng Huang, Hongxia Peng
Topics & Concepts
Geographically Weighted RegressionScale (ratio)PollutionEnvironmental scienceMatrix (chemical analysis)FactorizationEnvironmental engineeringComputer scienceStatisticsMathematicsCartographyChemistryGeographyAlgorithmEcologyChromatographyBiologyHeavy metals in environmentGeochemistry and Geologic MappingMunicipal Solid Waste Management