The application of artificial neural networks for the prediction of water quality of polluted aquifer

Water, Air, and Soil Pollution

Volumn 119, Issue 1-4, 2000, Pages 275-294

  Gumrah F ^a   Oz B ^b   Guler B ^d   Evin, S ^c  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b UNIVERSITY OF ALBERTA   (Canada)

^c TURKISH PETROLEUM CORPORATION   (Turkey)

^d NONE

Author keywords

Artificial Neural Network; Chlorine concentration; Groundwater simulation

Indexed keywords

AQUIFERS; CHLORINE; COMPUTER SIMULATION; NEURAL NETWORKS; WATER QUALITY;

GROUNDWATER SIMULATION;

GROUNDWATER POLLUTION;

CHLORINE; GROUND WATER;

AQUIFER POLLUTION; ARTIFICIAL NEURAL NETWORK; PREDICTION; WATER QUALITY;

ALGORITHM; AQUIFER; ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER PROGRAM; ENVIRONMENTAL MONITORING; MODEL; WATER POLLUTANT; WATER POLLUTION; WATER QUALITY;

EID: 0033627322     PISSN: 00496979     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1005165315197     Document Type: Article

References (20)

1. Arpat, B. G., Gümrah F. and Yeten, B.: 1998, Journal of Petroleum Science and Engineering 20(1/2), 1.
2. Arscott, R. L.: 1989, Journal of Petroleum Technology 336.
3. Fetter, C. W.: 1993, Contaminant Hydrogeology, Prentice-Hall.
4. Gorelick, S. M.: 1983, Water Resources Research 19(2), 305.
5. Halici, U.: 1995, Neural Networks, Lecture Notes of EE543 Neural Networks, Electrical and Electronics Eng. Dept., METU, Ankara, Turkey.
6. Irvine, K. N. and Eberhardt, A. J.: 1992, Water Resources Bull. 28(2), 385.
7. Konnikow, L. F. and Bredehoeft, J. D.: 1978, 'Computer of Two-Dimensional Solute Transport and Dispersion in Groundwater', Manual.
8. LeCun, Y.: 1985, Cognitivia 85, 599.
9. LiMin. F.: 1994, Neutral Networks in Computer Intelligence, McGraw-Hill Series in Computer Science.
10. Maier, H. R. and Dandy, G. C.: 1996, Water Resources Research 32(4), 1013.
11. Maren, A., Harston, C. and Pap, R.: 1990, Handbook of Neutral Computing Applications, Academic, San Diego, California.
12. McCormack, M. D. and Day, R.: 1993, 'How Artificial Intelligence Impacts E and P Productivity' World Oil, pp. 81-87.
13. NeuralWare: 1991, Inc., Neural Computing, NeuralWorks Professional II/Plus and NeuralWorks Explorer, Pittsburg, Pa.
14. Parker, D. B.: 1985, 'Learning-Logic: Casting the Cortex of the Human Brain in Silicon', Technical Report TR-47, Centre for the Computational Research in Economics and Management Science, MIT, Cambridge, MA.
15. Rosenblatt, F.: 1958, Phychological Review 65, 368.
16. Rumelhart, D. E., Hinton, G. E. and Williams, R. J.: 1986, Learning Internal Representations by Error Propagation', in D. E. Rumelhart and McClelland, J. L., (eds.), Parallel Distributed Processing. Vol., Chap. 8, MIT Press, Cambridge, Mass.
17. Tang, Z. deAlmeida, C. and Fishwick, P. A.: 1991, Simulation 57(5), 303.
18. Wagner, B. J. and Gorelick, S. M.: 1987, Water Resources Research 23(7), 1162.
19. Werbos, P. J.: 1974, 'Beyond Regression: New tools for Prediction and Analysis in the Behavioral Sciences', Ph. D. Thesis, Harvard University, Cambridge, MA.
20. Yeh, W. W-G.: 1986, Water Resources Research 22(2), 95.