Skip to main content
Erschienen in: Environmental Earth Sciences 8/2016

01.04.2016 | Original Article

A GIS-based integration of catastrophe theory and analytical hierarchy process for mapping flood susceptibility: a case study of Teeb area, Southern Iraq

verfasst von: Alaa M. Al-Abadi, Shamsuddin Shahid, Ali K. Al-Ali

Erschienen in: Environmental Earth Sciences | Ausgabe 8/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A novel method has been proposed in this study for delineation of flood-prone areas through integration of catastrophe theory and analytical hierarchy process (AHP) in a geographical information system. Seven causative flood factors were selected for this purpose based on data availability and literature reviews, namely, ground surface elevation, slope angle, curvature, topographic wetness index, stream power index, curve numbers, and distance from intermittent streams. The raster maps of the factors were prepared with a cell size of 30 × 30 m. The catastrophe models were used to derive weights of the factors using weighted linear combination technique, while AHP was used to compute normalized ranks of the classes of each factor. The model was applied to demarcate the flood-prone zones in northeastern parts of Southern Iraq, where flash flood is a recurrent natural hazard that causes damage to property almost every year. The study revealed that about 852 km2 (41 %) of the study area is less susceptible, 434 km2 (21 %) is moderate susceptible and 812 km2 (38 %) is high susceptible to flood. The high flood-susceptible zones are mainly distributed around the intermittent streams and the low lands in the southeast, while the low flood-susceptible zones are found in the east and northeast hilly regions of the study area. The obtained result matches well with general conception of flood-prone zones in the region, which indicates that integration of catastrophe theory and AHP can provide a low cost and easily implementable method for reliable mapping of flush flood-susceptible zones.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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 "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!

Literatur
Zurück zum Zitat Ahmed K, Shahid S, Bin Harun S, Ismail T, Nawaz N, Shamsudin S (2014) Assessment of groundwater potential zones in an arid region based on catastrophe theory. Earth Sci Inform. doi:10.1007/s12145-014-0173-3 Ahmed K, Shahid S, Bin Harun S, Ismail T, Nawaz N, Shamsudin S (2014) Assessment of groundwater potential zones in an arid region based on catastrophe theory. Earth Sci Inform. doi:10.​1007/​s12145-014-0173-3
Zurück zum Zitat Ajin RS, Krishnamurthy RR, Jayaprakash M, Vinod PG (2013) Flood hazard assessment of Vamanapuram River Basin, Kerala, India: an approach using remote sensing and GIS techniques. Adv Appl Sci Res 4(3):263–274 Ajin RS, Krishnamurthy RR, Jayaprakash M, Vinod PG (2013) Flood hazard assessment of Vamanapuram River Basin, Kerala, India: an approach using remote sensing and GIS techniques. Adv Appl Sci Res 4(3):263–274
Zurück zum Zitat Al-Abadi AM, Shahid S (2015) A comparison between index of entropy and catastrophe theory methods for mapping groundwater potential in an arid region. Environ Monit Assess 187(9):576. doi:10.1007/s10661-015-4801-2 CrossRef Al-Abadi AM, Shahid S (2015) A comparison between index of entropy and catastrophe theory methods for mapping groundwater potential in an arid region. Environ Monit Assess 187(9):576. doi:10.​1007/​s10661-015-4801-2 CrossRef
Zurück zum Zitat Al-Abadi AM, Al-Shamma’a AM, Aljabbari MH (2014) A GIS-based DRASTIC model for assessing intrinsic groundwater vulnerability in northeastern Missan governorate, southern Iraq. Appl Water Sci. doi:10.1007/s13201-014-0221-7 Al-Abadi AM, Al-Shamma’a AM, Aljabbari MH (2014) A GIS-based DRASTIC model for assessing intrinsic groundwater vulnerability in northeastern Missan governorate, southern Iraq. Appl Water Sci. doi:10.​1007/​s13201-014-0221-7
Zurück zum Zitat Asare-Kyei DK, Kloos J, Renaud FG (2015) Multi-scale participatory indicator development approaches for climate change risk assessment in West Africa. Int J Disaster Risk Reduct 11:13–34CrossRef Asare-Kyei DK, Kloos J, Renaud FG (2015) Multi-scale participatory indicator development approaches for climate change risk assessment in West Africa. Int J Disaster Risk Reduct 11:13–34CrossRef
Zurück zum Zitat Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65(1–2):15–31CrossRef Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65(1–2):15–31CrossRef
Zurück zum Zitat Borga M, Anagnostou EN, Blöshl G, Creutin JD (2011) Flash flood forecasting, warning and risk management: the HYDRATE project. Environ Sci Policy 14:834–844CrossRef Borga M, Anagnostou EN, Blöshl G, Creutin JD (2011) Flash flood forecasting, warning and risk management: the HYDRATE project. Environ Sci Policy 14:834–844CrossRef
Zurück zum Zitat Budhakooncharoen S, Dhabhisara B (2014) Determination of the weighting factors of criteria influencing highway flooding using multi criteria analysis based on an analytic hierarchy process. WIT Trans Inf Commun Technol 47:451–463CrossRef Budhakooncharoen S, Dhabhisara B (2014) Determination of the weighting factors of criteria influencing highway flooding using multi criteria analysis based on an analytic hierarchy process. WIT Trans Inf Commun Technol 47:451–463CrossRef
Zurück zum Zitat Cantos JO (2005) Country report—Spain. In: Greiving S, Fleischhauer M, Wanczura S (eds) Report on the European scenario of technological and scientific standards reached in spatial planning versus natural risk management. ARMONIA Project, Dortmund Cantos JO (2005) Country report—Spain. In: Greiving S, Fleischhauer M, Wanczura S (eds) Report on the European scenario of technological and scientific standards reached in spatial planning versus natural risk management. ARMONIA Project, Dortmund
Zurück zum Zitat Carr M, Zwick P (2007) Smart land-use analysis: the LUCIS model. ESRI press, Redlands Carr M, Zwick P (2007) Smart land-use analysis: the LUCIS model. ESRI press, Redlands
Zurück zum Zitat Chen YF, Yin CF, Lu GF (2006) The catastrophic model of water bloom: a case study on Lake Chaohu. Acta Ecol Sin 26:878–883 Chen YF, Yin CF, Lu GF (2006) The catastrophic model of water bloom: a case study on Lake Chaohu. Acta Ecol Sin 26:878–883
Zurück zum Zitat Chowdary VM, Chakraborthy D, Jeyaram A, Krishna Murthy YVN, Sharma JR, Dadhwal VK (2013) Multi-criteria decision making approach for watershed prioritization using analytic hierarchy process technique and GIS. Water Resour Manage 27(10):3555–3571. doi:10.1007/s11269-013-0364-6 CrossRef Chowdary VM, Chakraborthy D, Jeyaram A, Krishna Murthy YVN, Sharma JR, Dadhwal VK (2013) Multi-criteria decision making approach for watershed prioritization using analytic hierarchy process technique and GIS. Water Resour Manage 27(10):3555–3571. doi:10.​1007/​s11269-013-0364-6 CrossRef
Zurück zum Zitat de Moel H, van Alphen J, Aerts JCJH (2009) Flood maps in Europe—methods, availability and use. Nat Hazards Earth Syst Sci 9:289–301CrossRef de Moel H, van Alphen J, Aerts JCJH (2009) Flood maps in Europe—methods, availability and use. Nat Hazards Earth Syst Sci 9:289–301CrossRef
Zurück zum Zitat Ghasemi A, Salajegheh A, Malekian A, Esmaliouri A (2014) Investigation of flooding and causative factors in Balegli Chay watershed by GIS, RS, and AHP techniques. J Environ Stud 40(2):389–400 Ghasemi A, Salajegheh A, Malekian A, Esmaliouri A (2014) Investigation of flooding and causative factors in Balegli Chay watershed by GIS, RS, and AHP techniques. J Environ Stud 40(2):389–400
Zurück zum Zitat Hirabayashi Y, Mahendran R, Koirala S, Konoshima L, Yamazaki D, Watanabe S, Kim H, Kanae S (2013) Global flood risk under climate change. Nat Clim Change 3:816–821. doi:10.1038/nclimate1911 CrossRef Hirabayashi Y, Mahendran R, Koirala S, Konoshima L, Yamazaki D, Watanabe S, Kim H, Kanae S (2013) Global flood risk under climate change. Nat Clim Change 3:816–821. doi:10.​1038/​nclimate1911 CrossRef
Zurück zum Zitat Hui Q (2008) Niche, factor interaction and business evolution—the enterprise niche research of the growth business. Zhejiang University Press, Hangzhou Hui Q (2008) Niche, factor interaction and business evolution—the enterprise niche research of the growth business. Zhejiang University Press, Hangzhou
Zurück zum Zitat Jonkman SN, Hiel LA, Bea RG, Foster H, Tsioulou A, Arroyo P, Stallard T, Harris L (2012) Integrated risk assessment for the Natomas Basin (CA) analysis of loss of life and emergency management for floods. ASCE Nat Hazards Rev 13:297–309CrossRef Jonkman SN, Hiel LA, Bea RG, Foster H, Tsioulou A, Arroyo P, Stallard T, Harris L (2012) Integrated risk assessment for the Natomas Basin (CA) analysis of loss of life and emergency management for floods. ASCE Nat Hazards Rev 13:297–309CrossRef
Zurück zum Zitat Kam JK (1992) Are chaos and catastrophe theories relevant to environmental sciences? J Environ Sci 4:39–42 Kam JK (1992) Are chaos and catastrophe theories relevant to environmental sciences? J Environ Sci 4:39–42
Zurück zum Zitat Kia MB, Pirasteh S, Pradhan B, Mahmud AR, Sulaiman WNA, Moradi A (2012) An artificial neural network model for flood simulation using GIS: Johor river basin, Malaysia. Environ Earth Sci 67(1):251–264. doi:10.1007/s12665-011-1504-z CrossRef Kia MB, Pirasteh S, Pradhan B, Mahmud AR, Sulaiman WNA, Moradi A (2012) An artificial neural network model for flood simulation using GIS: Johor river basin, Malaysia. Environ Earth Sci 67(1):251–264. doi:10.​1007/​s12665-011-1504-z CrossRef
Zurück zum Zitat Lee S, Kim YS, Oh HJ (2012) Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping. J Environ Manage 96(1):91–105CrossRef Lee S, Kim YS, Oh HJ (2012) Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping. J Environ Manage 96(1):91–105CrossRef
Zurück zum Zitat Li P-Y, Hui Q, Jian-Hua WU (2010) Groundwater quality assessment based on improved quality index in Pengyang County, Ningxia, northeast China. J Chem 7:209–216 Li P-Y, Hui Q, Jian-Hua WU (2010) Groundwater quality assessment based on improved quality index in Pengyang County, Ningxia, northeast China. J Chem 7:209–216
Zurück zum Zitat Lillesand TM, Kiefer RW (2000) Remote sensing and image interpretation. Wiley, New York Lillesand TM, Kiefer RW (2000) Remote sensing and image interpretation. Wiley, New York
Zurück zum Zitat Lodwik WA, Monson W, Svoboda L (1990) Attribute error and sensitivity analysis of maps operation in geographical information systems—suitability analysis. Int J Geogr Inf Syst 4:413–428CrossRef Lodwik WA, Monson W, Svoboda L (1990) Attribute error and sensitivity analysis of maps operation in geographical information systems—suitability analysis. Int J Geogr Inf Syst 4:413–428CrossRef
Zurück zum Zitat Majandang J, Sarapirome S (2012) Groundwater vulnerability assessment and sensitivity analysis in Nong Rua, Khon Kaen, Thailand, using a GIS-based SINTACS model. Environ Earth Sci 68:2025–2039. doi:10.1007/s12665-012-1890-x CrossRef Majandang J, Sarapirome S (2012) Groundwater vulnerability assessment and sensitivity analysis in Nong Rua, Khon Kaen, Thailand, using a GIS-based SINTACS model. Environ Earth Sci 68:2025–2039. doi:10.​1007/​s12665-012-1890-x CrossRef
Zurück zum Zitat McDonald RC, Isbell RF, Speight JG, Walker J, Hopkins MS (1990) Australian land and soil survey field handbook, 2nd edn. Inkata Press, Melbourne McDonald RC, Isbell RF, Speight JG, Walker J, Hopkins MS (1990) Australian land and soil survey field handbook, 2nd edn. Inkata Press, Melbourne
Zurück zum Zitat Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modeling: a review of hydrological, geomorphological and biological applications. Hydrol Process 5:3–30CrossRef Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modeling: a review of hydrological, geomorphological and biological applications. Hydrol Process 5:3–30CrossRef
Zurück zum Zitat Mustafa MA, Al-Bahar JF (1991) Project risk assessment using the analytic hierarchy process. IEEE Trans Eng Manage 38(1):46–52CrossRef Mustafa MA, Al-Bahar JF (1991) Project risk assessment using the analytic hierarchy process. IEEE Trans Eng Manage 38(1):46–52CrossRef
Zurück zum Zitat Napolitano P, Fabbri AG (1996) Single parameter sensitivity analysis for aquifer vulnerability assessment using DRASTIC and SINTACS. In: Proceedings of the Vienna 576 page 20 of 21 Environ Monit Assess (2015) 187:576. Conference on HydroGIS 96: application of geographic information system in hydrology and water resources management. IAHS Publications, vol 235, pp 559–566 Napolitano P, Fabbri AG (1996) Single parameter sensitivity analysis for aquifer vulnerability assessment using DRASTIC and SINTACS. In: Proceedings of the Vienna 576 page 20 of 21 Environ Monit Assess (2015) 187:576. Conference on HydroGIS 96: application of geographic information system in hydrology and water resources management. IAHS Publications, vol 235, pp 559–566
Zurück zum Zitat Nasiri H, Boloorani AD, Sabokbar HAF, Jafari HR, Hamzeh M, Rafii Y (2013) Determining the most suitable areas for artificial groundwater recharge via an integrated PROMETHEE II-AHP method in GIS environment (case study: Garabaygan Basin, Iran). Environ Monit Assess 185(1):707–718. doi:10.1007/s10661-012-2586-0 CrossRef Nasiri H, Boloorani AD, Sabokbar HAF, Jafari HR, Hamzeh M, Rafii Y (2013) Determining the most suitable areas for artificial groundwater recharge via an integrated PROMETHEE II-AHP method in GIS environment (case study: Garabaygan Basin, Iran). Environ Monit Assess 185(1):707–718. doi:10.​1007/​s10661-012-2586-0 CrossRef
Zurück zum Zitat Ouma YO, Tateishi R (2014) Urban flood vulnerability and risk mapping using integrated multi-parametric AHP and GIS: methodological overview and case study assessment. Water 6(6):1515–1545CrossRef Ouma YO, Tateishi R (2014) Urban flood vulnerability and risk mapping using integrated multi-parametric AHP and GIS: methodological overview and case study assessment. Water 6(6):1515–1545CrossRef
Zurück zum Zitat Rajabi M, Mansourian A, Pilesjö P, Bazmani A (2014) Environmental modelling of visceral leishmaniasis by susceptibility-mapping using neural networks: a case study in north-western Iran. Geosp Health 9(1):179–191CrossRef Rajabi M, Mansourian A, Pilesjö P, Bazmani A (2014) Environmental modelling of visceral leishmaniasis by susceptibility-mapping using neural networks: a case study in north-western Iran. Geosp Health 9(1):179–191CrossRef
Zurück zum Zitat Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York
Zurück zum Zitat Saaty TL, Vargas LG (2000) Models, methods, concepts and applications of the analytic hierarchy process. Kluwer Academic Publishers, Boston Saaty TL, Vargas LG (2000) Models, methods, concepts and applications of the analytic hierarchy process. Kluwer Academic Publishers, Boston
Zurück zum Zitat Tehrany MS, Pradhan B, Jebur MN (2013) Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS. J Hydrol 504:69–79CrossRef Tehrany MS, Pradhan B, Jebur MN (2013) Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS. J Hydrol 504:69–79CrossRef
Zurück zum Zitat Tehrany MS, Pradhan B, Jebur MN (2014) Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS. J Hydrol 512:332–343CrossRef Tehrany MS, Pradhan B, Jebur MN (2014) Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS. J Hydrol 512:332–343CrossRef
Zurück zum Zitat Zhang TJ, Ren SX, Li SG, Zhang TC, Xu HJ (2009) Application of the catastrophe progression method in predicting coal and gas outburst. Min Sci Technol 19(4):430–434. doi:10.1016/S1674-5264(09)60080-6 Zhang TJ, Ren SX, Li SG, Zhang TC, Xu HJ (2009) Application of the catastrophe progression method in predicting coal and gas outburst. Min Sci Technol 19(4):430–434. doi:10.​1016/​S1674-5264(09)60080-6
Zurück zum Zitat Zimmerman M, Pozzi A, Stoessel F (2005) Hazard maps and related instruments, the Swiss system and its application abroad. Swiss Agency for Development and Cooperation (SDC), Swiss National Platform Natural Hazards (PLANAT), Bern, Switzerland Zimmerman M, Pozzi A, Stoessel F (2005) Hazard maps and related instruments, the Swiss system and its application abroad. Swiss Agency for Development and Cooperation (SDC), Swiss National Platform Natural Hazards (PLANAT), Bern, Switzerland
Metadaten
Titel
A GIS-based integration of catastrophe theory and analytical hierarchy process for mapping flood susceptibility: a case study of Teeb area, Southern Iraq
verfasst von
Alaa M. Al-Abadi
Shamsuddin Shahid
Ali K. Al-Ali
Publikationsdatum
01.04.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 8/2016
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-016-5523-7

Weitere Artikel der Ausgabe 8/2016

Environmental Earth Sciences 8/2016 Zur Ausgabe