Review of urban computing in air quality management as smart city service: An integrated IoT, AI, and cloud technology perspective
Cities foster economic growth. However, growing cities also contribute to air pollution and
climate change. The paper provides a perspective regarding the opportunity available in …
climate change. The paper provides a perspective regarding the opportunity available in …
Selecting data analytic and modeling methods to support air pollution and environmental justice investigations: A critical review and guidance framework
Given the serious adverse health effects associated with many pollutants, and the
inequitable distribution of these effects between socioeconomic groups, air pollution is often …
inequitable distribution of these effects between socioeconomic groups, air pollution is often …
[HTML][HTML] Air-pollution prediction in smart city, deep learning approach
Over the past few decades, due to human activities, industrialization, and urbanization, air
pollution has become a life-threatening factor in many countries around the world. Among …
pollution has become a life-threatening factor in many countries around the world. Among …
PM2. 5 volatility prediction by XGBoost-MLP based on GARCH models
H Dai, G Huang, H Zeng, F Zhou - Journal of cleaner production, 2022 - Elsevier
In recent, air pollution has a sever impact on public health and economy development
throughout the world. Air pollution consists of a variety of harming components, of which fine …
throughout the world. Air pollution consists of a variety of harming components, of which fine …
[HTML][HTML] Short-term prediction of particulate matter (PM10 and PM2. 5) in Seoul, South Korea using tree-based machine learning algorithms
BY Kim, YK Lim, JW Cha - Atmospheric Pollution Research, 2022 - Elsevier
In this study, highly accurate particulate matter (PM 10 and PM 2.5) predictions were
obtained using meteorological prediction data from the local data assimilation and …
obtained using meteorological prediction data from the local data assimilation and …
[HTML][HTML] A Satellite-Based High-Resolution (1-km) Ambient PM2.5 Database for India over Two Decades (2000–2019): Applications for Air Quality Management
Fine particulate matter (PM2. 5) is a major criteria pollutant affecting the environment, health
and climate. In India where ground-based measurements of PM2. 5 is scarce, it is important …
and climate. In India where ground-based measurements of PM2. 5 is scarce, it is important …
[HTML][HTML] Machine learning algorithms for high-resolution prediction of spatiotemporal distribution of air pollution from meteorological and soil parameters
H Tao, AH Jawad, AH Shather, Z Al-Khafaji… - Environment …, 2023 - Elsevier
This study uses machine learning (ML) models for a high-resolution prediction (0.1°× 0.1°) of
air fine particular matter (PM 2.5) concentration, the most harmful to human health, from …
air fine particular matter (PM 2.5) concentration, the most harmful to human health, from …
[HTML][HTML] A Satellite-Based Spatio-Temporal Machine Learning Model to Reconstruct Daily PM2.5 Concentrations across Great Britain
Epidemiological studies on the health effects of air pollution usually rely on measurements
from fixed ground monitors, which provide limited spatio-temporal coverage. Data from …
from fixed ground monitors, which provide limited spatio-temporal coverage. Data from …
[HTML][HTML] A Review of Global PM2.5 Exposure Research Trends from 1992 to 2022
Exposure to air pollutants of fine particulate matter (PM2. 5) is a major threat to human
health. Research on PM2. 5 exposure has been on the rise in recent years, but there has …
health. Research on PM2. 5 exposure has been on the rise in recent years, but there has …
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 …
diameter up to 2.5 μm (PM2. 5) is associated with many health consequences, where PM2. 5 …