A review of current knowledge concerning PM2. 5 chemical composition, aerosol optical properties and their relationships across China
To obtain a thorough knowledge of PM 2. 5 chemical composition and its impact on aerosol
optical properties across China, existing field studies conducted after the year 2000 are …
optical properties across China, existing field studies conducted after the year 2000 are …
A review of statistical methods used for developing large-scale and long-term PM2. 5 models from satellite data
Research of PM 2.5 chronic health effects requires knowledge of large-scale and long-term
exposure that is not supported by newly established monitoring networks due to their sparse …
exposure that is not supported by newly established monitoring networks due to their sparse …
[HTML][HTML] An ensemble-based model of PM2. 5 concentration across the contiguous United States with high spatiotemporal resolution
Various approaches have been proposed to model PM 2.5 in the recent decade, with
satellite-derived aerosol optical depth, land-use variables, chemical transport model …
satellite-derived aerosol optical depth, land-use variables, chemical transport model …
Spatial spillover effects of environmental regulations on air pollution: Evidence from urban agglomerations in China
T Feng, H Du, Z Lin, J Zuo - Journal of Environmental Management, 2020 - Elsevier
Environmental regulations affects the environmental quality of not only local areas but also
surrounding regions. It remains unknown whether the effect of environmental regulations on …
surrounding regions. It remains unknown whether the effect of environmental regulations on …
Estimating 1-km-resolution PM2. 5 concentrations across China using the space-time random forest approach
Abstract Fine particulate matter (PM 2.5) is closely related to the atmospheric environment
and human life. Satellite-based aerosol optical depth (AOD) products have been widely …
and human life. Satellite-based aerosol optical depth (AOD) products have been widely …
Ambient air pollution exposure estimation for the global burden of disease 2013
Exposure to ambient air pollution is a major risk factor for global disease. Assessment of the
impacts of air pollution on population health and evaluation of trends relative to other major …
impacts of air pollution on population health and evaluation of trends relative to other major …
Estimating PM2.5 Concentrations in the Conterminous United States Using the Random Forest Approach
To estimate PM2. 5 concentrations, many parametric regression models have been
developed, while nonparametric machine learning algorithms are used less often and …
developed, while nonparametric machine learning algorithms are used less often and …
Estimating Ground‐Level PM2.5 by Fusing Satellite and Station Observations: A Geo‐Intelligent Deep Learning Approach
Fusing satellite observations and station measurements to estimate ground‐level PM2. 5 is
promising for monitoring PM2. 5 pollution. A geo‐intelligent approach, which incorporates …
promising for monitoring PM2. 5 pollution. A geo‐intelligent approach, which incorporates …
Satellite-Based Spatiotemporal Trends in PM2.5 Concentrations: China, 2004–2013
Background Three decades of rapid economic development is causing severe and
widespread PM2. 5 (particulate matter≤ 2.5 μm) pollution in China. However, research on …
widespread PM2. 5 (particulate matter≤ 2.5 μm) pollution in China. However, research on …
Improving air quality prediction accuracy at larger temporal resolutions using deep learning and transfer learning techniques
As air pollution becomes more and more severe, air quality prediction has become an
important approach for air pollution management and prevention. In recent years, a number …
important approach for air pollution management and prevention. In recent years, a number …