Estimating the daily PM2.5 concentration in the Beijing-Tianjin-Hebei region using a random forest model with a 0.01° × 0.01° spatial resolution

High spatiotemporal resolution fine particulate matter (PM2.5) simulations can provide important exposure data for the assessment of long-term and short-term health effects. Satellite-based aerosol optical depth (AOD) data, meteorological data, and topographic data have become key variables for PM2....

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Bibliographic Details
Main Authors: Chen Zhao, Qing Wang, Jie Ban, Zhaorong Liu, Yayi Zhang, Runmei Ma, Shenshen Li, Tiantian Li
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Environment International
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412019315120