Identifying pollution sources and predicting urban air quality using ensemble learning methods
KP Singh, S Gupta, P Rai - Atmospheric Environment, 2013 - Elsevier
In this study, principal components analysis (PCA) was performed to identify air pollution
sources and tree based ensemble learning models were constructed to predict the urban air …
sources and tree based ensemble learning models were constructed to predict the urban air …
The influence of emission sources and meteorological conditions on SO2 pollution in Mongolia
ME Luvsan, RH Shie, T Purevdorj, L Badarch… - Atmospheric …, 2012 - Elsevier
Major urbanization and industrialization began in Mongolia in the mid-1990, and air
pollution has since become a challenging environmental problem. This study used air …
pollution has since become a challenging environmental problem. This study used air …
Analysis of the variability of airborne particulate matter with prevailing meteorological conditions across a semi-urban environment using a network of low-cost air …
OR Omokungbe, OG Fawole, OK Owoade… - Heliyon, 2020 - cell.com
The concentrations of fine and coarse fractions of airborne particulate matter (PM) and
meteorological variables (wind speed, wind direction, temperature and relative humidity) …
meteorological variables (wind speed, wind direction, temperature and relative humidity) …
[PDF][PDF] Evaluation of relationship between air pollutant concentration and meteorological elements in winter months
A Żyromski, M Biniak-Pieróg… - Journal of Water …, 2014 - archive.sciendo.com
The paper presents the evaluation of the relation between meteorological elements and air
pollutants' concentrations. The analysis includes daily concentrations of pollutants and …
pollutants' concentrations. The analysis includes daily concentrations of pollutants and …
Meteorological variability and predictive forecasting of atmospheric particulate pollution
WY Hong - Scientific Reports, 2024 - nature.com
Due to increasingly documented health effects associated with airborne particulate matter
(PM), challenges in forecasting and concern about their impact on climate change, extensive …
(PM), challenges in forecasting and concern about their impact on climate change, extensive …
[PDF][PDF] The effect of climatic parameters on air pollution in Sanandaj, Iran
H Ahmadi, T Ahmadi, B Shahmoradi… - Journal of Advances in …, 2015 - dl.hsenk.ir
Air pollution is one of the emerging environmental issues of the western cities of Iran. Daily
data (2009-2012) on air pollutants in Sanandaj, Iran, were collected from the Department of …
data (2009-2012) on air pollutants in Sanandaj, Iran, were collected from the Department of …
Bilecik'te iklim elemanlarının hava kirliliği üzerine etkisi
S Menteşe, Ş Tağıl - Balıkesir Üniversitesi Sosyal Bilimler Enstitüsü …, 2012 - dergipark.org.tr
Hava kirliliği konsantrasyonları ile meteorolojik faktörler arasında yakın bir ilişki olduğu
bilinmektedir. Bu çalışmanın amacı, 2008-2010 döneminde SO2 ve PMdüzeyleri üzerine …
bilinmektedir. Bu çalışmanın amacı, 2008-2010 döneminde SO2 ve PMdüzeyleri üzerine …
Quantifying effects of meteorological parameters on air pollution in Kathmandu valley through regression models
SL Shrestha - Environmental Monitoring and Assessment, 2022 - Springer
Most studies on air pollution have focused on source apportionment aspect but very few
have considered meteorological factors responsible for variation in air pollution levels …
have considered meteorological factors responsible for variation in air pollution levels …
[PDF][PDF] Hava kalite indeksi ile meteorolojik parametreler arasindaki ilişkinin çoklu regresyon yöntemi ile belirlenmesi
CB Karakuş, S Yıldız - Niğde Ömer Halisdemir Üniversitesi …, 2019 - dergipark.org.tr
Nüfus artışı ve kentleşmeye bağlı olarak ortaya çıkan hava kirliliği, yaşamı oldukça olumsuz
etkilemektedir. Hava kirletici parametreler ile meteorolojik faktörler arasında yakın bir ilişki …
etkilemektedir. Hava kirletici parametreler ile meteorolojik faktörler arasında yakın bir ilişki …
The Influence of Climatological Variables on Particulate Matter and Sulphur Dioxide
MT Zateroğlu - Çukurova Üniversitesi Mühendislik Fakültesi Dergisi, 2023 - dergipark.org.tr
The prediction of air pollutants has become an important issue because of the increasing
effects on human health and environmental problems. This paper intends to build up …
effects on human health and environmental problems. This paper intends to build up …