Estimating high-resolution PM2.5 concentration in the Sichuan Basin using a random forest model with data-driven spatial autocorrelation terms
Yi Zhang, Siwei Zhai, Jingfei Huang, Xuelin Li, Wei Wang, Tao Zhang, Fei Yin, Yue Ma
Topics & Concepts
Mean squared errorEnvironmental scienceSpatial analysisSpatial distributionAutocorrelationCluster analysisRandom forestMegacitySpatial variabilityPollutionImage resolutionSoil scienceStatisticsMathematicsArtificial intelligenceEconomyBiologyComputer scienceMachine learningEcologyEconomicsAir Quality and Health ImpactsUrban Transport and AccessibilitySpatial and Panel Data Analysis