Effect of environmental factors on air ion concentration

Andris Skromulis; Juris Breidaks

doi:10.17770/etr2015vol2.241

Effect of environmental factors on air ion concentration

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The paper discusses and analyzes the effect of environmental factors on ion concentrations in urban air. Statistically mathematical method was used to analyze the measurements of air ion concentration collected in a period of several months, with ion size ranging from 0.75 to 36.6 nm. As environmental factors related to air ions, the following chemical and physical parameters of the atmospheric air were analyzed: CO, NO, NO₂, NO_x, SO₂, O₃, PM10, PM2.5, temperature, relative humidity, wind speed and direction. When analyzing data in this combination, there is often a problem of multicollinearity between air chemical and physical parameters. This paper addresses this problem by using the component regression. Regression equations were elaborated to understand the dependence of concentrations of various classes of positive and negative air ions on chemical and physical parameters of the air.

Original language	English
Title of host publication	Environment. Technology. Resources
Subtitle of host publication	Proceedings of the 10th International Scientific and Practical Conference. June 18-20, 2015
Place of Publication	Rezekne
Publisher	Rezekne Higher Education Institution
Pages	274-279
Number of pages	6
Volume	2
ISBN (Electronic)	9789984441726
DOIs	https://doi.org/10.17770/etr2015vol2.241
Publication status	Published - 2015
Externally published	Yes
Event	10th International Scientific and Practical Conference on Environment, Technology and Resources - Rezekne, Latvia Duration: 18 Jun 2015 → 20 Jun 2015 Conference number: 10

Publication series

Name	Vide. Tehnologija. Resursi - Environment, Technology, Resources
ISSN (Print)	1691-5402

Conference

Conference	10th International Scientific and Practical Conference on Environment, Technology and Resources
Country/Territory	Latvia
City	Rezekne
Period	18/06/15 → 20/06/15
Other	X Starptautiskā zinātniski praktiskā konference "Vide. Tehnoloģija. Resursi"

Keywords*

Air ions
Air pollution
Multicollinearity
Multivariate regression
Principal Component Regression (PCR)

Field of Science*

1.6 Biological sciences
2.8 Environmental biotechnology

Publication Type*

3.1. Articles or chapters in proceedings/scientific books indexed in Web of Science and/or Scopus database

Access to Document

10.17770/etr2015vol2.241

http://journals.ru.lv/index.php/ETR/article/view/241/735

Cite this

Skromulis, A., & Breidaks, J. (2015). Effect of environmental factors on air ion concentration. In Environment. Technology. Resources: Proceedings of the 10th International Scientific and Practical Conference. June 18-20, 2015 (Vol. 2, pp. 274-279). (Vide. Tehnologija. Resursi - Environment, Technology, Resources). Rezekne Higher Education Institution. https://doi.org/10.17770/etr2015vol2.241

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title = "Effect of environmental factors on air ion concentration",

abstract = "The paper discusses and analyzes the effect of environmental factors on ion concentrations in urban air. Statistically mathematical method was used to analyze the measurements of air ion concentration collected in a period of several months, with ion size ranging from 0.75 to 36.6 nm. As environmental factors related to air ions, the following chemical and physical parameters of the atmospheric air were analyzed: CO, NO, NO2, NOx, SO2, O3, PM10, PM2.5, temperature, relative humidity, wind speed and direction. When analyzing data in this combination, there is often a problem of multicollinearity between air chemical and physical parameters. This paper addresses this problem by using the component regression. Regression equations were elaborated to understand the dependence of concentrations of various classes of positive and negative air ions on chemical and physical parameters of the air.",

keywords = "Air ions, Air pollution, Multicollinearity, Multivariate regression, Principal Component Regression (PCR)",

author = "Andris Skromulis and Juris Breidaks",

note = "Publisher Copyright: {\textcopyright} Rezekne Higher Education Institution (Rēzeknes Augstskola), Rezekne 2015.; 10th International Scientific and Practical Conference on Environment, Technology and Resources ; Conference date: 18-06-2015 Through 20-06-2015",

year = "2015",

doi = "10.17770/etr2015vol2.241",

language = "English",

volume = "2",

series = "Vide. Tehnologija. Resursi - Environment, Technology, Resources",

publisher = "Rezekne Higher Education Institution",

pages = "274--279",

booktitle = "Environment. Technology. Resources",

}

Skromulis, A & Breidaks, J 2015, Effect of environmental factors on air ion concentration. in Environment. Technology. Resources: Proceedings of the 10th International Scientific and Practical Conference. June 18-20, 2015. vol. 2, Vide. Tehnologija. Resursi - Environment, Technology, Resources, Rezekne Higher Education Institution, Rezekne, pp. 274-279, 10th International Scientific and Practical Conference on Environment, Technology and Resources, Rezekne, Latvia, 18/06/15. https://doi.org/10.17770/etr2015vol2.241

Effect of environmental factors on air ion concentration. / Skromulis, Andris; Breidaks, Juris.
Environment. Technology. Resources: Proceedings of the 10th International Scientific and Practical Conference. June 18-20, 2015. Vol. 2 Rezekne: Rezekne Higher Education Institution, 2015. p. 274-279 (Vide. Tehnologija. Resursi - Environment, Technology, Resources).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Effect of environmental factors on air ion concentration

AU - Skromulis, Andris

AU - Breidaks, Juris

N1 - Conference code: 10

PY - 2015

Y1 - 2015

N2 - The paper discusses and analyzes the effect of environmental factors on ion concentrations in urban air. Statistically mathematical method was used to analyze the measurements of air ion concentration collected in a period of several months, with ion size ranging from 0.75 to 36.6 nm. As environmental factors related to air ions, the following chemical and physical parameters of the atmospheric air were analyzed: CO, NO, NO2, NOx, SO2, O3, PM10, PM2.5, temperature, relative humidity, wind speed and direction. When analyzing data in this combination, there is often a problem of multicollinearity between air chemical and physical parameters. This paper addresses this problem by using the component regression. Regression equations were elaborated to understand the dependence of concentrations of various classes of positive and negative air ions on chemical and physical parameters of the air.

AB - The paper discusses and analyzes the effect of environmental factors on ion concentrations in urban air. Statistically mathematical method was used to analyze the measurements of air ion concentration collected in a period of several months, with ion size ranging from 0.75 to 36.6 nm. As environmental factors related to air ions, the following chemical and physical parameters of the atmospheric air were analyzed: CO, NO, NO2, NOx, SO2, O3, PM10, PM2.5, temperature, relative humidity, wind speed and direction. When analyzing data in this combination, there is often a problem of multicollinearity between air chemical and physical parameters. This paper addresses this problem by using the component regression. Regression equations were elaborated to understand the dependence of concentrations of various classes of positive and negative air ions on chemical and physical parameters of the air.

KW - Air ions

KW - Air pollution

KW - Multicollinearity

KW - Multivariate regression

KW - Principal Component Regression (PCR)

UR - http://www.scopus.com/inward/record.url?scp=84969557098&partnerID=8YFLogxK

U2 - 10.17770/etr2015vol2.241

DO - 10.17770/etr2015vol2.241

M3 - Conference contribution

AN - SCOPUS:84969557098

VL - 2

T3 - Vide. Tehnologija. Resursi - Environment, Technology, Resources

SP - 274

EP - 279

BT - Environment. Technology. Resources

PB - Rezekne Higher Education Institution

CY - Rezekne

T2 - 10th International Scientific and Practical Conference on Environment, Technology and Resources

Y2 - 18 June 2015 through 20 June 2015

ER -

Skromulis A, Breidaks J. Effect of environmental factors on air ion concentration. In Environment. Technology. Resources: Proceedings of the 10th International Scientific and Practical Conference. June 18-20, 2015. Vol. 2. Rezekne: Rezekne Higher Education Institution. 2015. p. 274-279. (Vide. Tehnologija. Resursi - Environment, Technology, Resources). doi: 10.17770/etr2015vol2.241

Effect of environmental factors on air ion concentration

Abstract

Publication series

Conference

Keywords*

Field of Science*

Publication Type*

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