Comparison of regression models of PM10 particulate concentration in relation to selected meteorological elements based on the example of Sosnowiec, Poland

Adam Adamek , Agnieszka Ziernicka-Wojtaszek

Abstract

The aim of the study was to construct linear regression and multiple regression models, describing the dependence of PM10 particulate concentration in the city of Sosnowiec on selected meteorological elements: air temperature, precipitation and wind speed. Three multiple regression models were constructed: a generic variant without regard to the barometric situation, and two models separately for high-pressure and low-pressure situations. The data used in the study were the average daily concentrations of PM10 registered during the 2013–2015 heating seasons at the Sosnowiec station on Lubelska Street, belonging to the Air Quality Monitoring System operated by the Voivodeship Environmental Protection Inspectorate in Katowice.
Author Adam Adamek (FoEEaLS / DoECaAP)
Adam Adamek,,
- Department of Ecology, Climatology and Air Protection
, Agnieszka Ziernicka-Wojtaszek (FoEEaLS / DoECaAP)
Agnieszka Ziernicka-Wojtaszek,,
- Department of Ecology, Climatology and Air Protection
Journal seriesIdojaras, [IDOJARAS], ISSN 0324-6329, (N/A 40 pkt)
Issue year2019
Vol123
No1
Pages127-133
Publication size in sheets0.5
Keywords in Englishair quality, particulate matter, regression model, heating season
ASJC Classification1902 Atmospheric Science
DOIDOI:10.28974/idojaras.2019.1.8
URL https://www.met.hu/downloads.php?fn=/metadmin/newspaper/2019/03/913c9ce8676353f74f9e1fea2a2476a7-123-1-8-adamek.pdf
Internal identifierWIŚIG/2019/27
Languageen angielski
Score (nominal)40
Score sourcejournalList
Publication indicators WoS Citations = 1; Scopus SNIP (Source Normalised Impact per Paper): 2018 = 0.501; WoS Impact Factor: 2018 = 0.614 (2) - 2018=0.974 (5)
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