Estimation of Atmospheric PM10 Concentration in China Using an Interpretable Deep Learning Model and Top‐of‐the‐Atmosphere Reflectance Data From China's …

B Chen, Z Song, J Huang, P Zhang… - Journal of …, 2022 - Wiley Online Library
The rapid urbanization in China and the long‐range transport dust (LRTD) from arid and
semi‐arid areas has resulted in an increase of PM10 concentration. In this study, an …

Improving the quantification of fine particulates (PM2. 5) concentrations in Malaysia using simplified and computationally efficient models

NAFK Zaman, KD Kanniah, DG Kaskaoutis… - Journal of Cleaner …, 2024 - Elsevier
Air pollution assessment in urban and rural areas is really challenging due to high spatio-
temporal variability of aerosols and pollutants and the uncertainties in measurements and …

Estimation of particulate matter (PM2.5, PM10) concentration and its variation over urban sites in Bangladesh

A Gupta, M Moniruzzaman, A Hande, I Rousta… - SN Applied …, 2020 - Springer
Satellite-retrieved aerosol optical depth essentially provides an economical option for
regular monitoring of particulate matter (PM) concentration; however, the constrains and …

Spatio-temporal modelling of particulate matter concentrations using satellite derived aerosol optical depth over coastal region of Chennai in India

L Raju, R Gandhimathi, A Mathew, ST Ramesh - Ecological Informatics, 2022 - Elsevier
The present study primarily focuses on describing aerosol optical depth (AOD), its
distribution pattern and seasonal variation, and modelling Particulate Matter Concentrations …

Insights into airborne particulate matter: artificial intelligence-driven PM2. 5 modelling in Hyderabad district, India

N AK, A Mathew - Stochastic Environmental Research and Risk …, 2024 - Springer
Air pollution is one of the grave concerns of the modern era, claiming millions of lives and
adversely impacting the economy. The primary objective of this study was to develop …

Internet GIS-Based air quality monitoring and forecast system for the indian region using FOSS4G

K Oberai, S Saran, AK Jha, C Singh, Y Kant… - Journal of the Indian …, 2022 - Springer
Rapid industrialization, widespread urbanization and deforestation have resulted in the
deterioration of air quality in many countries. Air pollution, also called the 'silent killer', is one …

Impacts of anthropogenic emissions and open biomass burning in South Asia and Southeast Asia on air quality and meteorology over southern China

D Li, H Liu, J Liu, J Li, K Wang - Journal of Geophysical …, 2024 - Wiley Online Library
Abstract The emissions from South Asia and Southeast Asia significantly impact air quality
and meteorological conditions in China. However, the individual or joint contributions of …

Geospatial modelling for estimation of PM2. 5 concentrations in two megacities in peninsular India

VP Lavanyaa, S Varshini, SS Mitra… - Aerosol and Air …, 2022 - eprints.nias.res.in
Airborne particles finer than 2.5 microns (PM2. 5) constitute a major public health risk in
India. Therefore, extensive scientific studies must be conducted to assess the PM2. 5 …

Comparison and Impact Factor Analysis of Ground PM2. 5 Retrieved by Aqua and Himawari-8 Satellite Products in Guangdong, China

T Li, X Deng, J Chen, J Xu, J Shen - Aerosol and Air Quality Research, 2023 - aaqr.org
Fine particulate matter (particles sizes< 2.5 µm; PM2. 5) concentrations can be obtained at
high spatial resolutions using satellite remote sensing. Previous studies on PM2. 5 …

Two decadal (2003–2022) based trend analysis of aerosol optical depth (AOD) and its impact on cloud properties over a highly polluted region of India

Lakshmi, VK Soni, A Kumar - Arabian Journal of Geosciences, 2024 - Springer
In this paper, we analyzed two decadal long term (2003–2022) data of AOD and cloud
parameters to understand the spatial and temporal variations in aerosol radiative …