Multiple linear regression and regression with time series error models in forecasting PM10 concentrations in Peninsular Malaysia
Sign Up to like & getrecommendations! Published in 2018 at "Environmental Monitoring and Assessment"
DOI: 10.1007/s10661-017-6419-z
Abstract: Frequent haze occurrences in Malaysia have made the management of PM10 (particulate matter with aerodynamic less than 10 μm) pollution a critical task. This requires knowledge on factors associating with PM10 variation and good forecast… read more here.
Keywords: regression; malaysia; linear regression; multiple linear ... See more keywords
Analysis of aerosol scattering properties and PM10 concentrations at a mountain site influenced by mineral dust transport
Sign Up to like & getrecommendations! Published in 2019 at "Atmospheric Environment"
DOI: 10.1016/j.atmosenv.2019.06.017
Abstract: Abstract Aerosol scattering properties (ASP) i.e., scattering and backscattering coefficients (σsp, σbsp, 525 nm), scattering Angstrom exponent (SAE, 450–635 nm) and backscatter ratio (b, 525 nm) along with PM10 concentrations were measured from November 2015 to October 2016 at… read more here.
Keywords: scattering properties; mountain site; aerosol scattering; pm10 concentrations ... See more keywords
Dominance of large-scale atmospheric circulations in long-term variations of winter PM10 concentrations over East Asia
Sign Up to like & getrecommendations! Published in 2020 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2020.104871
Abstract: Abstract Concentrations of wintertime particulate matters of diameters below 10 μm (PM10) in South Korea and China have decreased since the 2000s largely owing to the emissions reduction policies of the two countries; however, this decreasing… read more here.
Keywords: large scale; scale atmospheric; long term; pm10 concentrations ... See more keywords
Mapping and Understanding Patterns of Air Quality Using Satellite Data and Machine Learning
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Geophysical Research"
DOI: 10.1029/2019jd031380
Abstract: The quantification of factors leading to harmfully high levels of particulate matter (PM) remains challenging. This study presents a novel approach using a statistical model that is trained to predict hourly concentrations of particles smaller… read more here.
Keywords: machine learning; pm10; pm10 concentrations; air ... See more keywords
Seasonal and Daily Variability of Aerosol Particle Concentrations near St. Petersburg
Sign Up to like & getrecommendations! Published in 2020 at "Atmospheric and Oceanic Optics"
DOI: 10.1134/s102485602005019x
Abstract: Abstract GRIMM aerosol spectrometer measurements of mass concentrations of PM1, PM2.5, and PM10 near St. Petersburg (Russia) in 2016–2018 are analyzed. The average concentrations of PM1, PM2.5, and PM10 over the measurement period are 4.5,… read more here.
Keywords: seasonal daily; petersburg seasonal; aerosol; pm10 concentrations ... See more keywords
Impact of Varying Wind Patterns on PM10 Concentrations in the Seoul Metropolitan Area in South Korea from 2012 to 2016
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Applied Meteorology and Climatology"
DOI: 10.1175/jamc-d-19-0102.1
Abstract: AbstractIn this study, we classify wind patterns that impacted PM10 concentrations in the Seoul Metropolitan Area (SMA), South Korea, from 2012 to 2016 and analyze their contributions to annual var... read more here.
Keywords: metropolitan area; wind patterns; concentrations seoul; south korea ... See more keywords
Atmospheric Pollution by PM10 and O3 in the Guadalajara Metropolitan Area, Mexico
Sign Up to like & getrecommendations! Published in 2018 at "Atmosphere"
DOI: 10.3390/atmos9070243
Abstract: To study the air quality in the Guadalajara Metropolitan Area (GMA), concentrations of suspended particles (PM10) and ozone (O3) reported by eight monitoring stations were analyzed. Also, six commonly found types of synoptic situations (TSS)… read more here.
Keywords: metropolitan area; guadalajara metropolitan; pm10; pm10 concentrations ... See more keywords
Spatial and Temporal Variations in PM10 Concentrations between 2010-2017 in South Africa.
Sign Up to like & getrecommendations! Published in 2021 at "International journal of environmental research and public health"
DOI: 10.3390/ijerph182413348
Abstract: Particulate matter less than or equal to 10 μm in aerodynamic diameter (PM10 µg/m3) is a priority air pollutant and one of the most widely monitored ambient air pollutants in South Africa. This study analyzed… read more here.
Keywords: western cape; spatial temporal; pm10; gauteng mpumalanga ... See more keywords
Development and Evaluation of Statistical Models Based on Machine Learning Techniques for Estimating Particulate Matter (PM2.5 and PM10) Concentrations
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph19137728
Abstract: Despite extensive research on air pollution estimation/prediction, inter-country models for estimating air pollutant concentrations in Southeast Asia have not yet been fully developed and validated owing to the lack of air quality (AQ), emission inventory… read more here.
Keywords: pm2 pm10; machine learning; pm10 concentrations; pm10 ... See more keywords