[HTML][HTML] Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives
Estimating ground-level particulate matter concentrations using satellite-based data: a review
Particulate matter (PM) is a widely used indicator of air quality. Satellite-derived aerosol
products such as aerosol optical depth (AOD) have been a useful source of data for ground …
products such as aerosol optical depth (AOD) have been a useful source of data for ground …
A geographically weighted regression model augmented by Geodetector analysis and principal component analysis for the spatial distribution of PM2. 5
This study develops an augmented geographically weighted regression (GWR) model to
analyze the spatial distribution of PM 2.5 concentrations through the incorporation of …
analyze the spatial distribution of PM 2.5 concentrations through the incorporation of …
Dynamic assessment of PM2. 5 exposure and health risk using remote sensing and geo-spatial big data
In the past few decades, extensive epidemiological studies have focused on exploring the
adverse effects of PM 2.5 (particulate matters with aerodynamic diameters less than 2.5 μm) …
adverse effects of PM 2.5 (particulate matters with aerodynamic diameters less than 2.5 μm) …
Evaluation of machine learning techniques with multiple remote sensing datasets in estimating monthly concentrations of ground-level PM2. 5
Abstract Fine particulate matter (PM 2.5) has been recognized as a key air pollutant that can
influence population health risk, especially during extreme cases such as wildfires. Previous …
influence population health risk, especially during extreme cases such as wildfires. Previous …
Evaluation of different machine learning approaches and aerosol optical depth in PM2. 5 prediction
Abstract Atmospheric Aerosol Optical Depth (AOD), derived from polar-orbiting satellites,
has shown potential in PM 2.5 predictions. However, this important source of data suffers …
has shown potential in PM 2.5 predictions. However, this important source of data suffers …
Exploring common factors influencing PM2. 5 and O3 concentrations in the Pearl River Delta: Tradeoffs and synergies
Particulate matter with an aerodynamic equivalent dimeter less than 2.5 μm (PM 2.5) and
ozone (O 3) are major air pollutants, with coupled and complex relationships. The control of …
ozone (O 3) are major air pollutants, with coupled and complex relationships. The control of …
[HTML][HTML] Application of land use regression model to assess outdoor air pollution exposure: A review
In this study, we reviewed the application of land use regression (LUR) models in various
regions worldwide to provide insight into approaches utilized for LUR models. We also …
regions worldwide to provide insight into approaches utilized for LUR models. We also …
Effectiveness and heterogeneity evaluation of regional collaborative governance on haze pollution control: Evidence from 284 prefecture-level cities in China
Y Chang, P Hu, Y Huang, Z Duan - Sustainable Cities and Society, 2022 - Elsevier
The impact of collaborative governance on the reduction of haze pollution has always been
a hotly debated topic in environmental protection research. First, the present study aims to …
a hotly debated topic in environmental protection research. First, the present study aims to …
A Robust Deep Learning Approach for Spatiotemporal Estimation of Satellite AOD and PM2.5
L Li - Remote Sensing, 2020 - mdpi.com
Accurate estimation of fine particulate matter with diameter≤ 2.5 μm (PM2. 5) at a high
spatiotemporal resolution is crucial for the evaluation of its health effects. Previous studies …
spatiotemporal resolution is crucial for the evaluation of its health effects. Previous studies …