A review of the CAMx, CMAQ, WRF-Chem and NAQPMS models: Application, evaluation and uncertainty factors

Z Gao, X Zhou - Environmental Pollution, 2024 - Elsevier
With the gradual deepening of the research and governance of air pollution, chemical
transport models (CTMs), especially the third-generation CTMs based on the" 1 atm" theory …

PM2.5 Prediction Based on Random Forest, XGBoost, and Deep Learning Using Multisource Remote Sensing Data

M Zamani Joharestani, C Cao, X Ni, B Bashir… - Atmosphere, 2019 - mdpi.com
In recent years, air pollution has become an important public health concern. The high
concentration of fine particulate matter with diameter less than 2.5 µm (PM2. 5) is known to …

Particulate air pollution and osteoporosis: a systematic review

KL Pang, SO Ekeuku, KY Chin - Risk Management and Healthcare …, 2021 - Taylor & Francis
Air pollution is associated with inflammation and oxidative stress, which predispose to
several chronic diseases in human. Emerging evidence suggests that the severity and …

An IoT enabled system for enhanced air quality monitoring and prediction on the edge

AS Moursi, N El-Fishawy, S Djahel… - Complex & Intelligent …, 2021 - Springer
Air pollution is a major issue resulting from the excessive use of conventional energy
sources in developing countries and worldwide. Particulate Matter less than 2.5 µm in …

Application of satellite remote sensing data and random forest approach to estimate ground-level PM2.5 concentration in Northern region of Thailand

P Wongnakae, P Chitchum, R Sripramong… - … Science and Pollution …, 2023 - Springer
Numerous epidemiological studies have shown that particulate matter with aerodynamic
diameter up to 2.5 μm (PM2. 5) is associated with many health consequences, where PM2. 5 …

A PPG-based calibration-free cuffless blood pressure estimation method using cardiovascular dynamics

H Samimi, HR Dajani - Sensors, 2023 - mdpi.com
Traditional cuff-based sphygmomanometers for measuring blood pressure can be
uncomfortable and particularly unsuitable to use during sleep. A proposed alternative …

Estimating ground-level PM2.5 over Bangkok Metropolitan Region in Thailand using aerosol optical depth retrieved by MODIS

B Peng-In, P Sanitluea, P Monjatturat… - Air Quality, Atmosphere …, 2022 - Springer
A number of previous studies have shown that statistical model with a combination of
satellite-derived aerosol optical depth (AOD) and PM2. 5 measured by the monitoring …

Estimation of ground-level PM2.5 concentration using MODIS AOD and corrected regression model over Beijing, China

X Xu, C Zhang - PLoS One, 2020 - journals.plos.org
To establish a new model for estimating ground-level PM2. 5 concentration over Beijing,
China, the relationship between aerosol optical depth (AOD) and ground-level PM2. 5 …

Multiscale and multisource data fusion for full-coverage PM2. 5 concentration mapping: Can spatial pattern recognition come with modeling accuracy?

K Bai, K Li, J Guo, NB Chang - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
In spite of a variety of PM 2.5 modeling schemes, general guidance for full-coverage PM 2.5
concentration mapping from satellite observations is still lacking. The current technical gap …

[HTML][HTML] Procyanidins inhibit fine particulate matter-induced vascular smooth muscle cells apoptosis via the activation of the Nrf2 signaling pathway

LM Zhang, SS Lv, SR Fu, JQ Wang, LY Liang… - Ecotoxicology and …, 2021 - Elsevier
The functional role of procyanidins (PC) in PM2. 5-induced cardiovascular diseases (CVD)
is largely unexplored. This study aimed to explore the protective effect of PC against PM2. 5 …