Air-pollution prediction in smart city, deep learning approach

A Bekkar, B Hssina, S Douzi, K Douzi - Journal of big Data, 2021 - Springer
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 …

Effects of Meteorological Conditions on PM2.5 Concentrations in Nagasaki, Japan

J Wang, S Ogawa - International journal of environmental research and …, 2015 - mdpi.com
The fine particulate matter (PM2. 5) problem has attracted much scientific and public
attention, due to its effects on visibility, human health, and global climate. There are three …

Modeling PM2.5 Urban Pollution Using Machine Learning and Selected Meteorological Parameters

J Kleine Deters, R Zalakeviciute… - Journal of Electrical …, 2017 - Wiley Online Library
Outdoor air pollution costs millions of premature deaths annually, mostly due to
anthropogenic fine particulate matter (or PM2. 5). Quito, the capital city of Ecuador, is no …

[HTML][HTML] Analysis and interpretation of particulate matter–PM10, PM2. 5 and PM1 emissions from the heterogeneous traffic near an urban roadway

B Srimuruganandam, SMS Nagendra - Atmospheric Pollution Research, 2010 - Elsevier
This paper presents analysis and interpretation of diurnal, weekly and seasonal cycles of 1–
h average particulate matter (PM 10, PM 2.5 and PM 1) concentrations measured near an …

Size and composition of airborne particles from pavement wear, tires, and traction sanding

KJ Kupiainen, H Tervahattu, M Räisänen… - … science & technology, 2005 - ACS Publications
Mineral matter is an important component of airborne particles in urban areas. In northern
cities of the world, mineral matter dominates PM10 during spring because of enhanced road …

Distribution and Meteorological Control of PM2.5 and Its Effect on Visibility in Northern Thailand

T Amnuaylojaroen, P Kaewkanchanawong, P Panpeng - Atmosphere, 2023 - mdpi.com
In the dry season, the north of Thailand always experiences reduced air quality, reduced
visibility, and public health exposure from the burning of biomass domestically and in …

Factors affecting non-tailpipe aerosol particle emissions from paved roads: On-road measurements in Stockholm, Sweden

T Hussein, C Johansson, H Karlsson… - Atmospheric …, 2008 - Elsevier
A large fraction of urban PM10 concentrations is due to non-exhaust traffic emissions. In this
paper, a mobile measurement system has been used to quantify the relative importance of …

Meteorological dependence of size-fractionated number concentrations of urban aerosol particles

T Hussein, A Karppinen, J Kukkonen, J Härkönen… - Atmospheric …, 2006 - Elsevier
We utilized a long-term data set of aerosol particle number size distributions (8–400nm) in
the urban background air of Helsinki during 1998–2000. We analyzed the number …

Role of traffic in atmospheric accumulation of heavy metals and polycyclic aromatic hydrocarbons

J Gunawardena, P Egodawatta, GA Ayoko… - Atmospheric …, 2012 - Elsevier
Traffic related emissions have been recognised as one of the main sources of air pollutants.
In the research study discussed in this paper, variability of atmospheric total suspended …

The unidirectional causality influence of factors on PM2.5 in Shenyang city of China

H Yang, Q Peng, J Zhou, G Song, X Gong - Scientific Reports, 2020 - nature.com
Air quality issue such as particulate matter pollution (PM2. 5 and PM10) has become one of
the biggest environmental problem in China. As one of the most important industrial base …