Nonlinear relationship between urban form and street-level PM2.5 and CO based on mobile measurements and gradient boosting decision tree models
Mengyang Liu, Hong Chen, Di Wei, Yunni Wu, Chao Li
Topics & Concepts
Gradient boostingDecision treeEnvironmental sciencePollutantAir pollutionLinear regressionPollutionBoosting (machine learning)Urban planningComputer scienceMeteorologyGeographyData miningCivil engineeringRandom forestMachine learningEngineeringOrganic chemistryChemistryEcologyBiologyAir Quality and Health ImpactsNoise Effects and ManagementAir Quality Monitoring and Forecasting