Improving the quantification of fine particulates (PM2. 5) concentrations in Malaysia using simplified and computationally efficient models
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 …
temporal variability of aerosols and pollutants and the uncertainties in measurements and …
How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM2.5 Using Machine Learning?
PM2. 5 refers to the total mass concentration of tiny particulates in the atmosphere near the
surface, obtained by means of in situ observations and satellite remote sensing. Given the …
surface, obtained by means of in situ observations and satellite remote sensing. Given the …
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2. 5 estimations, a study on Tehran
One of the techniques for estimating the surface particle concentration with a diameter of
fewer than 2.5 micrometers (PM2. 5) is using aerosol optical depth (AOD) products. Different …
fewer than 2.5 micrometers (PM2. 5) is using aerosol optical depth (AOD) products. Different …
Estimation of high-resolution PM2.5 concentrations based on gap-filling aerosol optical depth using gradient boosting model
M Han, S Jia, C Zhang - Air Quality, Atmosphere & Health, 2022 - Springer
Air pollution caused by fine particulate matter (PM2. 5) may affect people's health. At
present, aerosol optical depth (AOD) products have been used to estimate PM2. 5 …
present, aerosol optical depth (AOD) products have been used to estimate PM2. 5 …
PM2. 5 in Sri Lanka: Trend analysis, low-cost sensor correlations and spatial distribution
R Dhammapala, A Basnayake, S Premasiri… - Aerosol and Air Quality …, 2022 - aaqr.org
ABSTRACT The South Asian island nation of Sri Lanka did not have any permanent PM2. 5
monitors sharing data publicly in near-real-time until the US Embassy installed a Beta …
monitors sharing data publicly in near-real-time until the US Embassy installed a Beta …
Estimating the spatiotemporal distribution of PM2. 5 concentrations in Tianjin during the Chinese Spring Festival: Impact of Fireworks Ban
Z Liu, K Zheng, S Bao, Y Cui, Y Yuan, C Ge… - Environmental …, 2024 - Elsevier
Abstract Setting off fireworks during the Spring Festival (SF) is a traditional practice in China.
However, because of its environmental impact, the Chinese government has banned this …
However, because of its environmental impact, the Chinese government has banned this …
Semi-supervised urban haze pollution prediction based on multi-source heterogeneous data
Z Liu, L Wang - Heliyon, 2024 - cell.com
Particulate matter (PM) is defined by the Texas Commission on Environmental Quality
(TCEQ) as" a mixture of solid particles and liquid droplets found in the air". These particles …
(TCEQ) as" a mixture of solid particles and liquid droplets found in the air". These particles …
Air pollution trends measured from MODIS and TROPOMI: AOD and CO over Pakistan
The TROPOMI (TROPOspheric monitoring instrument) onboard Sentinel-5 Precursor (S5P)
satellite provides high spatial resolution data of carbon monoxide (CO) while the MAIAC …
satellite provides high spatial resolution data of carbon monoxide (CO) while the MAIAC …
Deep Learning Sequence Models for Forecasting COVID-19 Spread and Vaccinations
S Guha, A Kodipalli - … Vision and Machine Intelligence: Proceedings of …, 2023 - Springer
Time series forecasting constitutes an important aspect of traditional machine learning
prediction problems. It includes analyzing historic time series data to make future predictions …
prediction problems. It includes analyzing historic time series data to make future predictions …
Estimation of respiratory disease burden attributed to particulate matter from biomass burning in northern Thailand using 1-km resolution MAIAC-AOD
A Hongthong, K Nanthapong… - Applied Environmental …, 2023 - ph01.tci-thaijo.org
The upper northern Thailand suffers from air pollution due to open burning, which has been
known for a long time. It was also found that different respiratory diseases were attributed to …
known for a long time. It was also found that different respiratory diseases were attributed to …