Continuous estimations of daily PM2.5 chemical components from temporally sparse monitoring data using a machine learning approach
Author:
Publisher
Elsevier BV
Subject
Atmospheric Science,Pollution,Waste Management and Disposal
Reference48 articles.
1. Estimating monthly concentrations of ambient key air pollutants in Japan during 2010–2015 for a national-scale birth cohort;Araki;Environ. Pollut.,2021
2. Spatiotemporal land use random forest model for estimating metropolitan NO2 exposure in Japan;Araki;Sci. Total Environ.,2018
3. Effect of spatial outliers on the regression modelling of air pollutant concentrations: A case study in Japan;Araki;Atmos. Environ.,2017
4. National Spatiotemporal Exposure Surface for NO2: Monthly Scaling of a Satellite-Derived Land-Use Regression, 2000–2010;Bechle;Environ. Sci. Technol.,2015
5. Prenatal nitrate air pollution exposure and reduced child lung function: Timing and fetal sex effects;Bose;Environ. Res.,2018
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