Prediction of water quality index in free surface constructed wetlands

作者: Reza Mohammadpour , Syafiq Shaharuddin , Nor Azazi Zakaria , Aminuddin Ab. Ghani , Mohammadtaghi Vakili

DOI: 10.1007/S12665-015-4905-6

关键词: Water qualityGeologyWetlandSurface waterChemical oxygen demandHydrologyAmmoniacal nitrogenGene expression programmingSuspended solidsConstructed wetland

摘要: … In this study, principal factor analysis (PFA) has been employed to … To avoid the effect of strong variables with high values on PFA, … size adequacy and verification of PFA, respectively. …

参考文章(42)
Faisal Khan, Tahir Husain, Ashok Lumb, WATER QUALITY EVALUATION AND TREND ANALYSIS IN SELECTED WATERSHEDS OF THE ATLANTIC REGION OF CANADA Environmental Monitoring and Assessment. ,vol. 88, pp. 221- 242 ,(2003) , 10.1023/A:1025573108513
M.E. Toriman, S.M. Zain, M. Mokhtar, H.C. Man, H. Juahir, APPLICATION OF ARTIFICIAL NEURAL NETWORK MODELS FOR PREDICTING WATER QUALITY INDEX ,(2004)
Cândida Ferreira, Gene Expression Programming: A New Adaptive Algorithm for Solving Problems. Complex Systems. ,vol. 13, ,(2001)
Reza Mohammadpour, Aminuddin Ab. Ghani, Mohammadtaghi Vakili, Tooraj Sabzevari, Prediction of temporal scour hazard at bridge abutment Natural Hazards. ,vol. 80, pp. 1891- 1911 ,(2016) , 10.1007/S11069-015-2044-8
L. Karthikeyan, D. Nagesh Kumar, Didier Graillot, Shishir Gaur, Prediction of Ground Water Levels in the Uplands of a Tropical Coastal Riparian Wetland using Artificial Neural Networks Water Resources Management. ,vol. 27, pp. 871- 883 ,(2013) , 10.1007/S11269-012-0220-0
S.M. Bateni, S.M. Borghei, D.-S. Jeng, Neural network and neuro-fuzzy assessments for scour depth around bridge piers Engineering Applications of Artificial Intelligence. ,vol. 20, pp. 401- 414 ,(2007) , 10.1016/J.ENGAPPAI.2006.06.012
Gökhan Civelekoglu, NO Yigit, E Diamadopoulos, M Kitis, None, Modelling of COD removal in a biological wastewater treatment plant using adaptive neuro-fuzzy inference system and artificial neural network. Water Science and Technology. ,vol. 60, pp. 1475- 1487 ,(2009) , 10.2166/WST.2009.482
Reza Mohammadpour, Syafiq Shaharuddin, Chun Kiat Chang, Nor Azazi Zakaria, Aminuddin Ab Ghani, Ngai Weng Chan, Prediction of water quality index in constructed wetlands using support vector machine Environmental Science and Pollution Research. ,vol. 22, pp. 6208- 6219 ,(2015) , 10.1007/S11356-014-3806-7
Muhammad Z. Hashmi, Asaad Y. Shamseldin, Bruce W. Melville, Statistical downscaling of watershed precipitation using Gene Expression Programming (GEP) Environmental Modelling and Software. ,vol. 26, pp. 1639- 1646 ,(2011) , 10.1016/J.ENVSOFT.2011.07.007
Aminuddin Ab. Ghani, H. Md. Azamathulla, Development of GEP-based functional relationship for sediment transport in tropical rivers Neural Computing and Applications. ,vol. 24, pp. 271- 276 ,(2014) , 10.1007/S00521-012-1222-9