Research Article

Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey

Volume: 33 Number: 2 March 1, 2022
EN TR

Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey

Abstract

This study aims to compare the municipal water distribution performance and classify the municipal water distribution systems in the provinces of Turkey using the Gray Relational Hierarchical clustering method for both 2006 and 2016. A correlation analysis was used to determine the variables affecting the distributed water. The Hierarchical gray clusters and the changes during the decade are presented with spatial distribution maps using statistically significant variables. Consequently, the findings reveal that the municipalities of Istanbul, Izmir, Bursa, Gaziantep, and Kocaeli managed water distribution effectively, whereas the municipalities of Konya, Şanlıurfa, Diyarbakır, Samsun, Trabzon, and Sakarya managed it poorly.

Keywords

References

  1. Mayer, P. W., DeOreo, W. B., Opitz, E. M., Kiefer, J. C., Davis, W. Y. Dziegielewski, B., & Nelson, J. O., Residential end uses of water, 1999.
  2. Corbella, H. M., & i Pujol, D. S. What lies behind domestic water use?: a review essay on the drivers of domestic water consumption. BAGE: Boletín de la Asociación de Geógrafos Españoles, (50), 297-314, 2009.
  3. Childers, D. L., Pickett, S. T., Grove, J. M., Ogden, L., & Whitmer, A. Advancing urban sustainability theory and action: Challenges and opportunities. Landscape and urban planning, 125, 320-328, 2014.
  4. Firat, M., Yurdusev, M. A., & Turan, M. E. Evaluation of artificial neural network techniques for municipal water consumption modeling. Water resources management, 23(4), 617-632, 2009.
  5. Ip, W. C., Hu, B. Q., Wong, H., & Xia, J. Applications of grey relational method to river environment quality evaluation in China. Journal of Hydrology, 379(3-4), 284-290, 2009.
  6. Moore, R.E., Methods and applications of interval analysis. SIAM, 1979.
  7. Huang, Y. P., & Huang, C. C. The integration and application of fuzzy and grey modeling methods. Fuzzy sets and Systems, 78(1), 107-119, 1996.
  8. Julong, D. Introduction to grey system theory. The Journal of grey system, 1(1), 1-24, 1989.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

March 1, 2022

Submission Date

July 19, 2020

Acceptance Date

November 9, 2020

Published in Issue

Year 2022 Volume: 33 Number: 2

APA
Güneş, M. Ş., Parim, C., Yıldız, D., & Büyüklü, A. H. (2022). Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey. Teknik Dergi, 33(2), 11847-11855. https://doi.org/10.18400/tekderg.771613
AMA
1.Güneş MŞ, Parim C, Yıldız D, Büyüklü AH. Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey. Teknik Dergi. 2022;33(2):11847-11855. doi:10.18400/tekderg.771613
Chicago
Güneş, Mehmet Şamil, Coşkun Parim, Doğan Yıldız, and Ali Hakan Büyüklü. 2022. “Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey”. Teknik Dergi 33 (2): 11847-55. https://doi.org/10.18400/tekderg.771613.
EndNote
Güneş MŞ, Parim C, Yıldız D, Büyüklü AH (March 1, 2022) Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey. Teknik Dergi 33 2 11847–11855.
IEEE
[1]M. Ş. Güneş, C. Parim, D. Yıldız, and A. H. Büyüklü, “Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey”, Teknik Dergi, vol. 33, no. 2, pp. 11847–11855, Mar. 2022, doi: 10.18400/tekderg.771613.
ISNAD
Güneş, Mehmet Şamil - Parim, Coşkun - Yıldız, Doğan - Büyüklü, Ali Hakan. “Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey”. Teknik Dergi 33/2 (March 1, 2022): 11847-11855. https://doi.org/10.18400/tekderg.771613.
JAMA
1.Güneş MŞ, Parim C, Yıldız D, Büyüklü AH. Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey. Teknik Dergi. 2022;33:11847–11855.
MLA
Güneş, Mehmet Şamil, et al. “Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey”. Teknik Dergi, vol. 33, no. 2, Mar. 2022, pp. 11847-55, doi:10.18400/tekderg.771613.
Vancouver
1.Mehmet Şamil Güneş, Coşkun Parim, Doğan Yıldız, Ali Hakan Büyüklü. Applying the Hierarchical Gray Relational Clustering Method to Municipal Water Use in Turkey. Teknik Dergi. 2022 Mar. 1;33(2):11847-55. doi:10.18400/tekderg.771613