Reconstructing 1-km-resolution high-quality PM2. 5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications
Exposure to fine particulate matter (PM 2.5) can significantly harm human health and
increase the risk of death. Satellite remote sensing allows for generating spatially …
increase the risk of death. Satellite remote sensing allows for generating spatially …
Reconstructing 6-hourly PM2.5 datasets from 1960 to 2020 in China
Fine particulate matter (PM 2.5) has altered radiation balance on earth and raised
environmental and health risks for decades, but only been monitored widely since 2013 in …
environmental and health risks for decades, but only been monitored widely since 2013 in …
[HTML][HTML] Spatiotemporal continuous estimates of PM2. 5 concentrations in China, 2000–2016: A machine learning method with inputs from satellites, chemical …
Ambient exposure to fine particulate matter (PM 2.5) is known to harm public health in
China. Satellite remote sensing measurements of aerosol optical depth (AOD) were …
China. Satellite remote sensing measurements of aerosol optical depth (AOD) were …
Retrieving hourly seamless PM2. 5 concentration across China with physically informed spatiotemporal connection
Seamless hourly surface fine particulate matters (PM 2.5) datasets are urgently needed for
environmental and epidemiologic studies. Most existing models rely on satellite AOD with …
environmental and epidemiologic studies. Most existing models rely on satellite AOD with …
Improved 1 km resolution PM2.5 estimates across China using enhanced space–time extremely randomized trees
Fine particulate matter with aerodynamic diameters≤ 2.5 µ m (PM 2.5) has adverse effects
on human health and the atmospheric environment. The estimation of surface PM 2.5 …
on human health and the atmospheric environment. The estimation of surface PM 2.5 …
High-resolution satellite remote sensing of provincial PM2. 5 trends in China from 2001 to 2015
Given the vast territory of China, the long-term PM 2.5 trends may substantially differ among
the provinces. In this study, we aim to assess the provincial PM 2.5 trends in China during …
the provinces. In this study, we aim to assess the provincial PM 2.5 trends in China during …
Spatiotemporal continuous estimates of daily 1 km PM from 2000 to present under the Tracking Air Pollution in China (TAP) framework
High spatial resolution PM 2.5 data covering a long time period are urgently needed to
support population exposure assessment and refined air quality management. In this study …
support population exposure assessment and refined air quality management. In this study …
[HTML][HTML] Satellite-derived 1-km estimates and long-term trends of PM2. 5 concentrations in China from 2000 to 2018
Abstract Exposure to ambient PM 2.5 (fine particulate matter) can cause adverse effects on
human health. China has been experiencing dramatic changes in air pollution over the past …
human health. China has been experiencing dramatic changes in air pollution over the past …
Estimating hourly surface PM2. 5 concentrations across China from high-density meteorological observations by machine learning
The spatial-temporal variations of the ground-based and satellite-derived PM 2.5 are crucial
for studying air quality, human health, and climate change. However, the existing ground …
for studying air quality, human health, and climate change. However, the existing ground …
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 …