Self organizing map of artificial neural network for groundwater quality classification in the F'kirina plain (Oum El Bouaghi province-NE of Algeria)
Joint Authors
Barradah, M.
Uthmani, H.
Ouanes, M.
Houha, B.
al-Hamidi, A.
Ghedjmis, A.
Source
Journal of New Technology and Materials
Issue
Vol. 7, Issue 2 (31 Dec. 2017), pp.38-46, 9 p.
Publisher
Larbi Ben M'hidi Oum el-Bouaghi University
Publication Date
2017-12-31
Country of Publication
Algeria
No. of Pages
9
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
The topological Self-Organizing Maps of Kohonen and other methods of artificial intelligence are effective tools for modeling and solving environmental problems.
In this study, we propose an approach to classify the annual physicochemical parameters of subterranean waters in the F'kirina plain based on the artificial neural network type.
The results obtained demonstrate the presence of 4 classes and make it possible to clearly understand and visualize the spatial and temporal distribution of the physicochemical quality of subterranean waters.
Class 1 shows high concentrations for all parameters, whereas class 3 is represented by very low concentrations.
American Psychological Association (APA)
Ouanes, M.& Houha, B.& al-Hamidi, A.& Barradah, M.& Uthmani, H.& Ghedjmis, A.. 2017. Self organizing map of artificial neural network for groundwater quality classification in the F'kirina plain (Oum El Bouaghi province-NE of Algeria). Journal of New Technology and Materials،Vol. 7, no. 2, pp.38-46.
https://search.emarefa.net/detail/BIM-794685
Modern Language Association (MLA)
Ouanes, M.…[et al.]. Self organizing map of artificial neural network for groundwater quality classification in the F'kirina plain (Oum El Bouaghi province-NE of Algeria). Journal of New Technology and Materials Vol. 7, no. 2 (2017), pp.38-46.
https://search.emarefa.net/detail/BIM-794685
American Medical Association (AMA)
Ouanes, M.& Houha, B.& al-Hamidi, A.& Barradah, M.& Uthmani, H.& Ghedjmis, A.. Self organizing map of artificial neural network for groundwater quality classification in the F'kirina plain (Oum El Bouaghi province-NE of Algeria). Journal of New Technology and Materials. 2017. Vol. 7, no. 2, pp.38-46.
https://search.emarefa.net/detail/BIM-794685
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 46
Record ID
BIM-794685