Aerosol optical and radiative properties and their environmental effects in China: A review
Aerosols are important atmospheric constituents with significant impacts on both regional air
quality and the global climate and environment. Aerosol effects on radiation, clouds and …
quality and the global climate and environment. Aerosol effects on radiation, clouds and …
A systematic review of the physical health impacts from non-occupational exposure to wildfire smoke
Background Climate change is likely to increase the threat of wildfires, and little is known
about how wildfires affect health in exposed communities. A better understanding of the …
about how wildfires affect health in exposed communities. A better understanding of the …
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 …
A machine learning method to estimate PM2. 5 concentrations across China with remote sensing, meteorological and land use information
Background Machine learning algorithms have very high predictive ability. However, no
study has used machine learning to estimate historical concentrations of PM 2.5 (particulate …
study has used machine learning to estimate historical concentrations of PM 2.5 (particulate …
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 …
Spatiotemporal analysis of haze in Bei**g based on the multi-convolution model
As a kind of air pollution, haze has complex temporal and spatial characteristics. From the
perspective of time, haze has different causes and levels of pollution in different seasons …
perspective of time, haze has different causes and levels of pollution in different seasons …
[HTML][HTML] Machine learning in geosciences and remote sensing
Learning incorporates a broad range of complex procedures. Machine learning (ML) is a
subdivision of artificial intelligence based on the biological learning process. The ML …
subdivision of artificial intelligence based on the biological learning process. The ML …
COVID-19 pandemic persuaded lockdown effects on environment over stone quarrying and crushing areas
Stone quarrying and crushing spits huge stone dust to the environment and causes threats
to ecosystem components as well as human health. Imposing emergency lockdown to stop …
to ecosystem components as well as human health. Imposing emergency lockdown to stop …
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 …