Skip to main content
Top
Published in: Soft Computing 18/2020

24-02-2020 | Methodologies and Application

Flash flood potential prioritization of sub-basins in an ungauged basin in Turkey using traditional multi-criteria decision-making methods

Authors: Hüseyin Akay, Müsteyde Baduna Koçyiğit

Published in: Soft Computing | Issue 18/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Morphometric analysis of watersheds based on morphometric parameters is the most widely accepted method for watershed prioritization. However, traditional methods adopted for prioritization of sub-basins lack a standard classification of the morphometric parameters and ranges of their values. So, in this study several multi-criteria decision-making (MCDM) methods and a number of traditional methods are used for watershed prioritization regarding the flash flood potential of the sub-basins. Akçay, a small ungauged basin in Turkey, was chosen as the study area, and 12 morphometric parameters were determined for the basin. The geomorphological instantaneous unit hydrograph concept coupled with Monte Carlo analysis was used to estimate the flood yield of the basin due to the lack of flow data. Kendall tau and Spearman correlation coefficient tests and receiver operating characteristics analysis were performed to validate the results of the traditional methods and the MCDM approaches for prioritization of the sub-basins. Results showed that the AHP method could well predict the sub-basins with higher flood potential, while the methodology adopted in the study to determine the criteria weights obtained from ANP method in MCDM improved the prediction capability of those approaches, especially VIKOR. The initial values of criteria weights were determined to be effective on the predictions and sensitivity analysis. When the results of traditional methods and MCDM approaches were compared, the MCDM approaches were found to give improved results. This study showed that MCDM approaches can be used to provide an efficient management of basins regarding conservation of water resources and soil.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Ameri AA, Pourghasemi HR, Cerda A (2018) Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: a comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making models. Sci Total Environ 613–614:1385–1400 Ameri AA, Pourghasemi HR, Cerda A (2018) Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: a comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making models. Sci Total Environ 613–614:1385–1400
go back to reference Arabameri A, Rezaei K, Cerdà A, Conoscenti C, Kalantari Z (2019) A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern Iran. Sci Total Environ 660:443–458 Arabameri A, Rezaei K, Cerdà A, Conoscenti C, Kalantari Z (2019) A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern Iran. Sci Total Environ 660:443–458
go back to reference Baduna Kocyiğit M, Akay H (2018) Estimation of potential flash flood risk in a basin using morphometric parameters: a case study of Akçay Basin. J Fac Eng Archit Gazi Univ 33(4):1321–1332 Baduna Kocyiğit M, Akay H (2018) Estimation of potential flash flood risk in a basin using morphometric parameters: a case study of Akçay Basin. J Fac Eng Archit Gazi Univ 33(4):1321–1332
go back to reference Benayoun R, Roy B, Sussman B (1966) Une méthode pour guider le choix enprésence de points devue multiples. Notedetravail49. Sema-Metra Direction-Scientifique Benayoun R, Roy B, Sussman B (1966) Une méthode pour guider le choix enprésence de points devue multiples. Notedetravail49. Sema-Metra Direction-Scientifique
go back to reference Chang CL, Hsu CH (2009) Multi-criteria analysis via the VIKOR method for prioritizing land-use restraint strategies in the Tseng–Wen reservoir watershed. J Environ Manage 90(11):3226–3230 Chang CL, Hsu CH (2009) Multi-criteria analysis via the VIKOR method for prioritizing land-use restraint strategies in the Tseng–Wen reservoir watershed. J Environ Manage 90(11):3226–3230
go back to reference Chang CL, Hsu CH (2011) Applying a modified VIKOR method to classify land subdivisions according to watershed vulnerability. Water Resour Manag 25:301–309 Chang CL, Hsu CH (2011) Applying a modified VIKOR method to classify land subdivisions according to watershed vulnerability. Water Resour Manag 25:301–309
go back to reference Chen N, Xu Z (2015) Hesitant fuzzy ELECTRE II approach: a new way to handle multi-criteria decision making problems. Inf Sci 292:175–197 Chen N, Xu Z (2015) Hesitant fuzzy ELECTRE II approach: a new way to handle multi-criteria decision making problems. Inf Sci 292:175–197
go back to reference Chen ZS, Chin KS, Li YL, Yang Y (2016) Proportional hesitant fuzzy linguistic term set for multiple criteria group decision making. Inf Sci 357:61–87MathSciNetMATH Chen ZS, Chin KS, Li YL, Yang Y (2016) Proportional hesitant fuzzy linguistic term set for multiple criteria group decision making. Inf Sci 357:61–87MathSciNetMATH
go back to reference Chen ZS, Yang Y, Wang XJ, Chin KS, Tsui KL (2019a) Fostering linguistic decision-making under uncertainty: a proportional interval type-2 hesitant fuzzy TOPSIS approach based on Hamacher aggregation operators and andness optimization models. Inf Sci 500(2019):229–258 Chen ZS, Yang Y, Wang XJ, Chin KS, Tsui KL (2019a) Fostering linguistic decision-making under uncertainty: a proportional interval type-2 hesitant fuzzy TOPSIS approach based on Hamacher aggregation operators and andness optimization models. Inf Sci 500(2019):229–258
go back to reference Chen ZS, Yu C, Chin KS, Martínez L (2019b) An enhanced ordered weighted averaging operators generation algorithm with applications for multicriteria decision making. Appl Math Model 71(2019):467–490MathSciNetMATH Chen ZS, Yu C, Chin KS, Martínez L (2019b) An enhanced ordered weighted averaging operators generation algorithm with applications for multicriteria decision making. Appl Math Model 71(2019):467–490MathSciNetMATH
go back to reference Chen ZS, Martínez L, Chang JP, Wang XJ, Xionge SH, Chin KS (2019d) Sustainable building material selection: a QFD-and ELECTRE III-embedded hybrid MCGDM approach with consensus building. Eng Appl Artif Intell 85:783–807 Chen ZS, Martínez L, Chang JP, Wang XJ, Xionge SH, Chin KS (2019d) Sustainable building material selection: a QFD-and ELECTRE III-embedded hybrid MCGDM approach with consensus building. Eng Appl Artif Intell 85:783–807
go back to reference Deng W, Zhao H, Zou L, Li G, Yang X, Wu D (2017a) A novel collaborative optimization algorithm in solving complex optimization problems. Soft Comput 21(15):4387–4398 Deng W, Zhao H, Zou L, Li G, Yang X, Wu D (2017a) A novel collaborative optimization algorithm in solving complex optimization problems. Soft Comput 21(15):4387–4398
go back to reference Deng W, Zhao H, Yang X, Xiong J, Sun M, Li B (2017b) Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment. Appl Soft Comput 59:288–302 Deng W, Zhao H, Yang X, Xiong J, Sun M, Li B (2017b) Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment. Appl Soft Comput 59:288–302
go back to reference Deng W, Yao R, Zhao H, Yang X, Li G (2019a) A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm. Soft Comput 23(7):2445–2462 Deng W, Yao R, Zhao H, Yang X, Li G (2019a) A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm. Soft Comput 23(7):2445–2462
go back to reference Deng W, Xu J, Zhao H (2019b) An improved ant colony optimization algorithm based on hybrid strategies for scheduling problem. Access IEEE 7:20281–20292 Deng W, Xu J, Zhao H (2019b) An improved ant colony optimization algorithm based on hybrid strategies for scheduling problem. Access IEEE 7:20281–20292
go back to reference Figueira J, Greco S, Ehrgott M (2005) Multiple criteria decision analysis: state of the art surveys. Springer, New YorkMATH Figueira J, Greco S, Ehrgott M (2005) Multiple criteria decision analysis: state of the art surveys. Springer, New YorkMATH
go back to reference Frei C, Davies HC, Gurtz J, Schär C (2000) Climate dynamics and extreme precipitation and flood events in Central Europe. Integr Assess 1(4):281–300 Frei C, Davies HC, Gurtz J, Schär C (2000) Climate dynamics and extreme precipitation and flood events in Central Europe. Integr Assess 1(4):281–300
go back to reference Geng G, Wardlaw R (2013) Application of multi-criterion decision making analysis to integrated water resources management. Water Resour Manag 27:3191–3207 Geng G, Wardlaw R (2013) Application of multi-criterion decision making analysis to integrated water resources management. Water Resour Manag 27:3191–3207
go back to reference Gopinath G, Nair AG, Ambili GK, Swetha TV (2016) Watershed prioritization based on morphometric analysis coupled with multi criteria decision making. Arab J Geosci 9:129 Gopinath G, Nair AG, Ambili GK, Swetha TV (2016) Watershed prioritization based on morphometric analysis coupled with multi criteria decision making. Arab J Geosci 9:129
go back to reference Hosseini SM, Mahjouri N, Riahi S (2016) Development of a direct geomorphologic IUH model for daily runoff estimation in ungauged watersheds. J Hydrol Eng 21(6):05016008 Hosseini SM, Mahjouri N, Riahi S (2016) Development of a direct geomorphologic IUH model for daily runoff estimation in ungauged watersheds. J Hydrol Eng 21(6):05016008
go back to reference Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and application. Springer, New YorkMATH Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and application. Springer, New YorkMATH
go back to reference Kannan G (2009) A hybrid approach using ISM and fuzzy TOPSIS for the selection of reverse logistics provider. Resour Conserv Recycl 1:28–36 Kannan G (2009) A hybrid approach using ISM and fuzzy TOPSIS for the selection of reverse logistics provider. Resour Conserv Recycl 1:28–36
go back to reference Knuepfer PLK, Montz BE (2008) Flooding and watershed management. J Contemp Water Res Educ 139:45–51 Knuepfer PLK, Montz BE (2008) Flooding and watershed management. J Contemp Water Res Educ 139:45–51
go back to reference Liou TS, Wang MJJ (1992) Fuzzy weighted average: an improved algorithm. Fuzzy Sets Syst 3:307–315MathSciNetMATH Liou TS, Wang MJJ (1992) Fuzzy weighted average: an improved algorithm. Fuzzy Sets Syst 3:307–315MathSciNetMATH
go back to reference Masoud M, Schumann S, Abdel Mogheeth S (2013) Estimation of groundwater recharge in arid, data scarce regions; an approach as applied in the el Hawashyia basin and Ghazala sub-basin (gulf of Suez, Egypt. Environ Earth Sci 69(1):103–117 Masoud M, Schumann S, Abdel Mogheeth S (2013) Estimation of groundwater recharge in arid, data scarce regions; an approach as applied in the el Hawashyia basin and Ghazala sub-basin (gulf of Suez, Egypt. Environ Earth Sci 69(1):103–117
go back to reference Meshram SG, Alvandi E, Singh VP, Meshram C (2019) Comparison of AHP and fuzzy AHP models for prioritization of watersheds. Soft Comput 23(24):13615–13625 Meshram SG, Alvandi E, Singh VP, Meshram C (2019) Comparison of AHP and fuzzy AHP models for prioritization of watersheds. Soft Comput 23(24):13615–13625
go back to reference Milly PCD, Wetherald RT, Dunne KA, Delworth TL (2002) Increasing risk of great floods in a changing climate. Nature 415(6871):514–517 Milly PCD, Wetherald RT, Dunne KA, Delworth TL (2002) Increasing risk of great floods in a changing climate. Nature 415(6871):514–517
go back to reference Nash JE (1957) The form of instantaneous unit hydrograph. Int Assoc Sci Hydrol 45:114–121 Nash JE (1957) The form of instantaneous unit hydrograph. Int Assoc Sci Hydrol 45:114–121
go back to reference Opricovic S (1998) Multicriteria optimization of civil engineering systems. Ph.D. thesis, Faculty of Civil Engineering University of Belgrade Opricovic S (1998) Multicriteria optimization of civil engineering systems. Ph.D. thesis, Faculty of Civil Engineering University of Belgrade
go back to reference Opricovic S, Tzeng GH (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156(2):445–455MATH Opricovic S, Tzeng GH (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156(2):445–455MATH
go back to reference Rosso R (1984) Nash model relation to Horton order ratios. Water Resour Res 20(7):914–920 Rosso R (1984) Nash model relation to Horton order ratios. Water Resour Res 20(7):914–920
go back to reference Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New YorkMATH Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New YorkMATH
go back to reference Saaty TL (2005) Theory and applications of the analytic network process. RWS Publications, Pittsburgh Saaty TL (2005) Theory and applications of the analytic network process. RWS Publications, Pittsburgh
go back to reference Saaty TL, Vargas LG (1998) Diagnosis with dependent symptoms: Bayes theorem and the analytic hierarchy process. Oper Res 46(4):491–502MATH Saaty TL, Vargas LG (1998) Diagnosis with dependent symptoms: Bayes theorem and the analytic hierarchy process. Oper Res 46(4):491–502MATH
go back to reference Strahler A (1957) Quantitative analysis of watershed geomorphology. Trans Am Geophys Union 38:913–920 Strahler A (1957) Quantitative analysis of watershed geomorphology. Trans Am Geophys Union 38:913–920
go back to reference Sukristiyanti S, Maria R, Lestiana H (2018) Watershed-based morphometric analysis: a review. In: IOP conference series: earth and environmental science, vol 118, no 1. IOP Publishing, p 012028 Sukristiyanti S, Maria R, Lestiana H (2018) Watershed-based morphometric analysis: a review. In: IOP conference series: earth and environmental science, vol 118, no 1. IOP Publishing, p 012028
go back to reference Tecle A, Duckstein L (1994) Concepts of multi criterion decision making. In: Decision support system in water resources management, international hydrologic programme, pp 33–62 Tecle A, Duckstein L (1994) Concepts of multi criterion decision making. In: Decision support system in water resources management, international hydrologic programme, pp 33–62
go back to reference Triantaphyllou E, Mann SH (1995) Using the analytic hierarchy process for decision making in engineering applications: some challenges. Int J Ind Eng Appl Pract 2(1):35–44 Triantaphyllou E, Mann SH (1995) Using the analytic hierarchy process for decision making in engineering applications: some challenges. Int J Ind Eng Appl Pract 2(1):35–44
go back to reference Uzun G, Kabak M (2019) Determining the search and rescue prioritization of coast guard surface vessels by using analytic network process. J Fac Eng Archit Gazi Univ 34(2):820–833 Uzun G, Kabak M (2019) Determining the search and rescue prioritization of coast guard surface vessels by using analytic network process. J Fac Eng Archit Gazi Univ 34(2):820–833
go back to reference van Aalst MK (2006) The impacts of climate change on the risk of natural disasters. Disasters 30(1):5–18 van Aalst MK (2006) The impacts of climate change on the risk of natural disasters. Disasters 30(1):5–18
go back to reference Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Eng Geol 79:251–266 Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Eng Geol 79:251–266
go back to reference Zhao H, Liu H, Xu J, Deng W (2020a) Performance prediction using high-order differential mathematical morphology gradient spectrum entropy and extreme learning machine. IEEE Trans Instrum Meas Zhao H, Liu H, Xu J, Deng W (2020a) Performance prediction using high-order differential mathematical morphology gradient spectrum entropy and extreme learning machine. IEEE Trans Instrum Meas
Metadata
Title
Flash flood potential prioritization of sub-basins in an ungauged basin in Turkey using traditional multi-criteria decision-making methods
Authors
Hüseyin Akay
Müsteyde Baduna Koçyiğit
Publication date
24-02-2020
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 18/2020
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-020-04792-0

Other articles of this Issue 18/2020

Soft Computing 18/2020 Go to the issue

Premium Partner