Using a land use regression model with machine learning to estimate ground level PM2.5
Pei-Yi Wong, Hsiao‐Yun Lee, Yu‐Cheng Chen, Yu-Ting Zeng, Yinq-Rong Chern, Nai-Tzu Chen, Shih‐Chun Candice Lung, Huey‐Jen Su, Chih‐Da Wu
Topics & Concepts
KrigingNormalized Difference Vegetation IndexRandom forestArtificial neural networkEnvironmental scienceRobustness (evolution)Regression analysisLand coverLinear regressionComputer scienceStatisticsLand useMachine learningMathematicsLeaf area indexEngineeringBiochemistryEcologyChemistryCivil engineeringGeneBiologyAir Quality and Health ImpactsUrban Transport and AccessibilityAir Quality Monitoring and Forecasting