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Estimating urban PM2.5 concentration: An analysis on the nonlinear effects of explanatory variables based on gradient boosted regression tree

Xiatong Hao, Xiaojian Hu, Tong Liu, Chunwen Wang, Liang Wang

2022Urban Climate51 citationsDOI

Topics & Concepts

Nonlinear regressionRegression analysisTree (set theory)StatisticsRegressionLinear regressionEnvironmental scienceMathematicsEconometricsMathematical analysisAir Quality Monitoring and ForecastingAir Quality and Health ImpactsUrban Heat Island Mitigation
Estimating urban PM2.5 concentration: An analysis on the nonlinear effects of explanatory variables based on gradient boosted regression tree | Litcius