Application of Bayesian Theory to Water Quality Comprehensive Assessment

Article Preview

Abstract:

According to many uncertain problems of current water quality comprehensive assessment, a Bayesian model for water quality evaluation was established based on the basic principles of Bayesian formula. Select monthly monitoring data for 5 parameters at 15 different monitoring sections, generated from July 2006 to June 2007 and use Chinese GB3838-2002 as evaluation standards to analyze the water quality grade in this study. The annual evaluation results show that the water quality of ChangLe River mainly belongs to Ⅲ and Ⅳ grade. The monthly water quality has a certain relation with rainfall. The Bayesian method has the characteristic of more integrated, suitable for both large and small samples, simple calculation and easily to be used widely.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 610-613)

Pages:

917-922

Citation:

Online since:

December 2012

Authors:

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2013 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] S. Shrestha, F. Kazama. Environ Modell Softw Vol. 22 (2007), pp.464-475

Google Scholar

[2] A. Qadir, R.N. Malik, and S.Z. Husain. Environ Monit and Assess Vol. 140(2007), p.43–59.

Google Scholar

[3] Li Liu, Jianzhong Zhou, Xueli An, Yongchuan Zhang and Li Yang., China Expert Systems with Applications Vol.37(2010), pp.2517-2521(in Chinese).

Google Scholar

[4] Subhankar Karmakar, and P.P. Mujumdar. Adv Water Resour Vol.29(2006), pp.1088-1105.

Google Scholar

[5] P.A. Aguilera, A. Garrido Frenich, J.A. Torres, H. Castro, J.L. Martinez Vidal and M. Canton. Water Res Vol. 35(2001), p.4053–4062.

Google Scholar

[6] P. Basnyat, and L.D. Teeter. Environ Manage Vol.23(1999), P. 539–549.

Google Scholar

[7] S. Filoso, L.Z. Martinell, R.W. Howarth, E.W. Boyer, F. Dentener, 2006. Human activities changing the nitrogen cycle inBrazil. Biogeochemistry Vol.79(2006), P. 61–89.

DOI: 10.1007/s10533-006-9003-0

Google Scholar

[8] Y. Seo, J. Lee, W.E. Hart., H.P. Denton, D.C. Yoder, M.E. Essington and E. Perfect, 2005. Sediment loss and nutrient runoff from three fertilizer application methods. Transactions of the ASAE Vol.48(2005), P. 2155–2162.

DOI: 10.13031/2013.20101

Google Scholar

[9] S.A. Watmough, M.C. Eimers, J.Aherne and P.J. Dillon. Environ Sci Technol Vol. 38(2004), p.2383–2388.

Google Scholar