Satellite remote sensing of aerosol optical depth: Advances, challenges, and perspectives

X Wei, NB Chang, K Bai, W Gao - Critical Reviews in …, 2020 - Taylor & Francis
Aerosol optical depth (AOD) is widely recognized as a critical indicator in understanding
atmospheric physics and regional air quality because of its capability for quantifying aerosol …

Reconstructing 1-km-resolution high-quality PM2. 5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications

J Wei, Z Li, A Lyapustin, L Sun, Y Peng, W Xue… - Remote Sensing of …, 2021 - Elsevier
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 …

[HTML][HTML] Mineral dust optical properties for remote sensing and global modeling: A review

P Castellanos, P Colarco, WR Espinosa… - Remote Sensing of …, 2024 - Elsevier
Dust plays a key role in many Earth system processes and is ubiquitous in the Martian
atmosphere. Various intensive field campaigns, laboratory analyses, space-based remote …

[HTML][HTML] The ChinaHighPM10 dataset: generation, validation, and spatiotemporal variations from 2015 to 2019 across China

J Wei, Z Li, W Xue, L Sun, T Fan, L Liu, T Su… - Environment …, 2021 - Elsevier
Respirable particles with aerodynamic diameters≤ 10 µm (PM 10) have important impacts
on the atmospheric environment and human health. Available PM 10 datasets have coarse …

Improved 1 km resolution PM2.5 estimates across China using enhanced space–time extremely randomized trees

J Wei, Z Li, M Cribb, W Huang, W Xue… - Atmospheric …, 2020 - acp.copernicus.org
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 …

Estimating 1-km-resolution PM2. 5 concentrations across China using the space-time random forest approach

J Wei, W Huang, Z Li, W Xue, Y Peng, L Sun… - Remote Sensing of …, 2019 - Elsevier
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 …

Satellite-Derived 1-km-Resolution PM1 Concentrations from 2014 to 2018 across China

J Wei, Z Li, J Guo, L Sun, W Huang, W Xue… - … science & technology, 2019 - ACS Publications
Particulate matter with aerodynamic diameters≤ 1 μm (PM1) has a greater impact on the
human health but has been less studied due to fewer ground observations. This study …

Google Earth Engine based spatio-temporal analysis of air pollutants before and during the first wave COVID-19 outbreak over Turkey via remote sensing

F Ghasempour, A Sekertekin, SH Kutoglu - Journal of Cleaner Production, 2021 - Elsevier
Air pollution is one of the vital problems for the sustainability of cities and public health. The
lockdown caused by the COVID-19 outbreak has become a natural laboratory, enabling to …

[HTML][HTML] Himawari-8-derived diurnal variations in ground-level pollution across China using the fast space-time Light Gradient Boosting Machine (LightGBM)

J Wei, Z Li, RT Pinker, J Wang, L Sun… - Atmospheric …, 2021 - acp.copernicus.org
Fine particulate matter with a diameter of less than 2.5 µ m (PM 2.5) has been used as an
important atmospheric environmental parameter mainly because of its impact on human …

LGHAP: a Long-term Gap-free High-resolution Air Pollutants concentration dataset derived via tensor flow based multimodal data fusion

K Bai, K Li, M Ma, K Li, Z Li, J Guo… - Earth System …, 2021 - essd.copernicus.org
Developing a big data analytics framework for generating the Long-term Gap-free High-
resolution Air Pollutant concentration dataset (abbreviated as LGHAP) is of great …