Evaluation of multivariate linear regression and artificial neural networks in prediction of water quality parameters

Linear Regression ◽

Quality Parameters ◽

Multivariate Linear Regression ◽

Lake Sustainability - WIT Transactions on State of the Art in Science and Engineering ◽

Prediction Of Water Quality Parameters In A Reservoir Using Artificial Neural Networks

10.2495/978-1-84564-668-4/015 ◽

2012 ◽

pp. 187-196

Author(s):

H. Vicente ◽

C. Couto ◽

J. Machado ◽

A. Abelha ◽

J. Neves

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Comment on “The use of artificial neural networks for the prediction of water quality parameters” by H. R. Maier and G. C. Dandy

Water Resources Research ◽

10.1029/97wr00969 ◽

1997 ◽

Vol 33 (10) ◽

pp. 2423-2424 ◽

Cited By ~ 16

Author(s):

Vincent Fortin ◽

Taha B. M. J. Ouarda ◽

Bernard Bobée

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Prediction of Water Quality Parameters Using an Artificial Neural Networks Model

World Environmental and Water Resources Congress 2010 ◽

10.1061/41114(371)323 ◽

2010 ◽

Cited By ~ 1

Author(s):

L. Kalin ◽

S. Isik

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Reply [to “Comment on ‘The use of artificial neural networks for the prediction of water quality parameters’ by H. R. Maier and G. C. Dandy”]

Water Resources Research ◽

10.1029/97wr00970 ◽

1997 ◽

Vol 33 (10) ◽

pp. 2425-2427 ◽

Cited By ~ 4

Author(s):

Holger Maier ◽

Graeme Dandy

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Cascade Correlation Artificial Neural Networks for Estimating Missing Monthly Values of Water Quality Parameters in Rivers

Water Resources Management ◽

10.1007/s11269-006-9036-0 ◽

2006 ◽

Vol 21 (3) ◽

pp. 649-662 ◽

Cited By ~ 40

Author(s):

Maria J. Diamantopoulou ◽

Vassilis Z. Antonopoulos ◽

Dimitris M. Papamichail

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Cascade Correlation ◽

Prediction of water quality parameters in a reservoir using artificial neural networks

International Journal of Design & Nature and Ecodynamics ◽

10.2495/dne-v7-n3-310-319 ◽

2012 ◽

Vol 7 (3) ◽

pp. 310-319 ◽

Cited By ~ 1

Author(s):

H. Vicente ◽

C. Couto ◽

J. Machado ◽

A. Abelha ◽

J. Neves

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Prediction of water quality parameters in a reservoir using artificial neural networks

International Journal of Design & Nature and Ecodynamics ◽

10.2495/dne-v7-n3-309-318 ◽

2012 ◽

Vol 7 (3) ◽

pp. 309-318 ◽

Cited By ~ 11

Author(s):

H. Vicente ◽

C. Couto ◽

J. Machado ◽

A. Abelha ◽

J. Neves

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters

Environmental Modelling & Software ◽

10.1016/s1364-8152(03)00163-4 ◽

2004 ◽

Vol 19 (5) ◽

pp. 485-494 ◽

Cited By ~ 104

Author(s):

H Maier

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Treated Water ◽

The Use of Artificial Neural Networks for the Prediction of Water Quality Parameters

Water Resources Research ◽

10.1029/96wr03529 ◽

1996 ◽

Vol 32 (4) ◽

pp. 1013-1022 ◽

Cited By ~ 308

Author(s):

Holger R. Maier ◽

Graeme C. Dandy

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽

Evaluation of water quality parameters for the Mamasin dam in Aksaray City in the central Anatolian part of Turkey by means of artificial neural networks

Environmental Geology ◽

10.1007/s00254-007-0705-y ◽

2007 ◽

Vol 53 (6) ◽

pp. 1157-1164 ◽

Cited By ~ 21

Author(s):

Hatim Elhatip ◽

M. Aydin Kömür

Keyword(s):

Neural Networks ◽

Water Quality ◽

Quality Parameters ◽