Ambient Air Quality Assessment via Comprehensive Evaluation through Automatic Weight Determining

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Abstract:

A mathematical model is built for air quality evaluation, which has taken PM2.5, PM10, SO2, NO2, CO and O3 six parameters into consideration. The comprehensive air quality evaluation is carried out via standard deviation method and principle component analysis method; automatic weight determining has been discussed. Correlations of the factors are considered and a preprocess procedure is issued to eliminate the effects. Ambient air quality data of eleven cities are taken as an example and the comprehensive evaluation results are compared, which shows the mathematical model provides a viable approach to environmental assessment.

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Periodical:

Advanced Materials Research (Volumes 955-959)

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1764-1767

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Online since:

June 2014

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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[1] GB 3095-2012: Ambient Air Quality Standards.

Google Scholar

[2] L. Wang, P. Zhang, S. Tan et al: J Air Waste Manag Assoc. Vol. 63(2)( 2013), pp.170-178.

Google Scholar

[3] Litao Wang, Carey Jang, Yang Zhang et al: Atmospheric Environment Vol. 44(28) (2010), p.3449–3457.

Google Scholar

[4] Ying-Ming Wang, Ying Luo: Mathematical and Computer Modelling Vol. 51 (2010), pp.1-12.

Google Scholar

[5] W. L. Martinez, A. R. Martinez, J. L. Solka: Exploratory Data Analysis with MATLAB, 2nd Ed. (CRC press, US, 2010).

Google Scholar

[6] S. Shrestha, F. Kazama: Environmental Modelling & Software Vol. 22 (2007), pp.464-475.

Google Scholar

[7] Géza Schay, A Concise Introduction to Linear Algebra (Birkhäuser, US, 2012).

Google Scholar