Skip to main content
Erschienen in: Environmental Earth Sciences 6/2014

01.09.2014 | Original Article

Using combined AHP–genetic algorithm in artificial groundwater recharge site selection of Gareh Bygone Plain, Iran

verfasst von: Saeed Rahimi, Majid Shadman Roodposhti, Rahim Ali Abbaspour

Erschienen in: Environmental Earth Sciences | Ausgabe 6/2014

Einloggen

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

search-config
loading …

Abstract

Flood spreading is one of the suitable strategies to control and benefit from floods which in turn improve the groundwater recharge, makes soil more fertile, and increases nutrients in soil. It is also a method for reusing sediment, which is usually wasted. Thus, selection of suitable areas for flood spreading and directing the flood water into permeable formations are amongst the most effective strategies in flood spreading projects. Having combined analytic hierarchy process (AHP) of multi-criteria decision analysis and genetic algorithm (GA) of artificial intelligence approaches, this paper addresses the problem of finding the most suitable area location for flood spreading operation in the Gareh Bygone Plain of Iran. To this end, the nine effective geodata layers including slope, alluvium thickness, geology, morphology, electrical conductivity, land use, drainage density, aquifer transmissivity, and elevation were prepared in geographic information system environment. This stage was followed by elimination of the exclusionary areas for flood spreading while determining the potentially suitable ones. Having closely examined the potentially suitable areas using the proposed methodology, the land suitability map for flood spreading was produced. The AHP and GA were used for ranking all the alternatives and weighting the criteria involved, respectively. The results of the study showed that most suitable areas for the artificial groundwater recharge are located in Quaternary Qft 2 and Qsf geologic units and in morphological units of pediment and Alluvial fans with slopes not exceeding 2 %. Finally, further evidence for the acceptable efficiency of the integrated AHP–GA method in locating most suitable flood spreading areas have been provided by such significant spatial coincidence between the produced map and the control areas located near Kowsar research station, where the earlier flood spreading projects were successfully performed.

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 Al-Assa’d TA, Abdulla FA (2010) Artificial groundwater recharge to a semi-arid basin: case study of Mujib aquifer, Jordan. Environ Earth Sci 60(4):845–859CrossRef Al-Assa’d TA, Abdulla FA (2010) Artificial groundwater recharge to a semi-arid basin: case study of Mujib aquifer, Jordan. Environ Earth Sci 60(4):845–859CrossRef
Zurück zum Zitat Alesheikh AA, Soltani MJ, Nouri N, Khalilzadeh M (2008) Land assessment for flood spreading site selection using geospatial information system. Int J Environ Sci Technol 5(4):455–462CrossRef Alesheikh AA, Soltani MJ, Nouri N, Khalilzadeh M (2008) Land assessment for flood spreading site selection using geospatial information system. Int J Environ Sci Technol 5(4):455–462CrossRef
Zurück zum Zitat Chen GL (1996) Genetic algorithm and its application. Peoples Post Publishing House, China Chen GL (1996) Genetic algorithm and its application. Peoples Post Publishing House, China
Zurück zum Zitat Chowdhury A, Jha MK, Chowdary VM (2010) Delineation of groundwater recharge zones and identification of artificial recharge sites in West Medinipur district, West Bengal, using RS and GIS and MCDM techniques. Environ Earth Sci 59(6):1209–1222CrossRef Chowdhury A, Jha MK, Chowdary VM (2010) Delineation of groundwater recharge zones and identification of artificial recharge sites in West Medinipur district, West Bengal, using RS and GIS and MCDM techniques. Environ Earth Sci 59(6):1209–1222CrossRef
Zurück zum Zitat De Laat PJM, Nonner JC (2012) Artificial recharge with surface water; a pilot project in Wadi Madoneh, Jordan. Environ Earth Sci 65(4):1251–1263CrossRef De Laat PJM, Nonner JC (2012) Artificial recharge with surface water; a pilot project in Wadi Madoneh, Jordan. Environ Earth Sci 65(4):1251–1263CrossRef
Zurück zum Zitat Foltz RC (2002) Iran’s water crisis: cultural, political, and ethical dimensions. J Agric Environ Ethics 15(4):357–380CrossRef Foltz RC (2002) Iran’s water crisis: cultural, political, and ethical dimensions. J Agric Environ Ethics 15(4):357–380CrossRef
Zurück zum Zitat Ghayoumian J, Shoaei Z, Karimnejad HR, Ghermezcheshmeh B, Abdi P (2002) Some examples of artificial recharge of aquifers by flood spreading in Iran. In: Van Rooy JL, Jermy CA (eds) Proceedings of the 9th congress of the international association for the engineering geology and the environment, Balkema, Rotterdam, pp 1529–1537 Ghayoumian J, Shoaei Z, Karimnejad HR, Ghermezcheshmeh B, Abdi P (2002) Some examples of artificial recharge of aquifers by flood spreading in Iran. In: Van Rooy JL, Jermy CA (eds) Proceedings of the 9th congress of the international association for the engineering geology and the environment, Balkema, Rotterdam, pp 1529–1537
Zurück zum Zitat Ghayoumian J, Ghermezcheshmeh B, Feiznia S, Noroozi AA (2005) Integrating GIS and DSS for identification of suitable areas for artificial recharge, case study Meimeh Basin, Isfahan, Iran. Environ Geol 47(4):493–500CrossRef Ghayoumian J, Ghermezcheshmeh B, Feiznia S, Noroozi AA (2005) Integrating GIS and DSS for identification of suitable areas for artificial recharge, case study Meimeh Basin, Isfahan, Iran. Environ Geol 47(4):493–500CrossRef
Zurück zum Zitat Ghayoumian J, Mohseni Saravi M, Feiznia S, Nouri B, Malekian A (2007) Application of GIS techniques to determine areas most suitable for artificial groundwater recharge in a coastal aquifer in southern Iran. J Asian Earth Sci 30:364–374CrossRef Ghayoumian J, Mohseni Saravi M, Feiznia S, Nouri B, Malekian A (2007) Application of GIS techniques to determine areas most suitable for artificial groundwater recharge in a coastal aquifer in southern Iran. J Asian Earth Sci 30:364–374CrossRef
Zurück zum Zitat Han Z (2003) Groundwater resources protection and aquifer recovery in China. Environ Geol 44(1):106–111 Han Z (2003) Groundwater resources protection and aquifer recovery in China. Environ Geol 44(1):106–111
Zurück zum Zitat Haupt RL (2004) Selecting genetic algorithm operators for CEM problems. 20th annual review of progress in applied computational electromagnetics. Syracuse, NY Haupt RL (2004) Selecting genetic algorithm operators for CEM problems. 20th annual review of progress in applied computational electromagnetics. Syracuse, NY
Zurück zum Zitat Haupt RL, Haupt SE (2004) Practical genetic algorithms, 2nd edn. John Wiley & Sons press, New Jersey Haupt RL, Haupt SE (2004) Practical genetic algorithms, 2nd edn. John Wiley & Sons press, New Jersey
Zurück zum Zitat Hayati D, Karami E, Slee B (2006) Combining qualitative and quantitative methods in the measurement of rural poverty: the case of Iran. Soc Indic Res 75:361–394CrossRef Hayati D, Karami E, Slee B (2006) Combining qualitative and quantitative methods in the measurement of rural poverty: the case of Iran. Soc Indic Res 75:361–394CrossRef
Zurück zum Zitat Jamali IA, Olofsson B, Mortberg U (2013) Locating suitable sites for the construction of subsurface dams using GIS. Environ Earth Sci 70(6):2511–2525CrossRef Jamali IA, Olofsson B, Mortberg U (2013) Locating suitable sites for the construction of subsurface dams using GIS. Environ Earth Sci 70(6):2511–2525CrossRef
Zurück zum Zitat Kheirkhah Zarkesh M (2005) Decision support system for floodwater spreading site selection in Iran. Ph.D. thesis, International Institute for Geo-information Science and Earth Observation, Enscheda, The Netherlands, p 259 Kheirkhah Zarkesh M (2005) Decision support system for floodwater spreading site selection in Iran. Ph.D. thesis, International Institute for Geo-information Science and Earth Observation, Enscheda, The Netherlands, p 259
Zurück zum Zitat Krishnamurthy J, Srinivas G (1995) Role of geological and geomorphological factors in ground water exploration: a study using IRS LISS data. Int J Remote Sens 16(14):2595–2618CrossRef Krishnamurthy J, Srinivas G (1995) Role of geological and geomorphological factors in ground water exploration: a study using IRS LISS data. Int J Remote Sens 16(14):2595–2618CrossRef
Zurück zum Zitat Krishnamurthy J, Kkumar NV, Jayaraman V, Manivel M (1996) An approach to demarcate ground water potential zones through remote sensing and geographic information system. Int J Remote Sens 17(10):1867–1884CrossRef Krishnamurthy J, Kkumar NV, Jayaraman V, Manivel M (1996) An approach to demarcate ground water potential zones through remote sensing and geographic information system. Int J Remote Sens 17(10):1867–1884CrossRef
Zurück zum Zitat Mohammadnia M, Kowsar A (2003) Clay translocation in artificial recharge of a groundwater system in the southern Zagros Mountain, Iran. Mt Res Dev 23(1):50–55CrossRef Mohammadnia M, Kowsar A (2003) Clay translocation in artificial recharge of a groundwater system in the southern Zagros Mountain, Iran. Mt Res Dev 23(1):50–55CrossRef
Zurück zum Zitat Nasiri H, Darvishi Boloorani A, Faraji Sabokbar HA, Jafari HR, Hamzeh M, Rafi 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 185:707–718CrossRef Nasiri H, Darvishi Boloorani A, Faraji Sabokbar HA, Jafari HR, Hamzeh M, Rafi 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 185:707–718CrossRef
Zurück zum Zitat O’Hare MP, Fairchild DM, Hajali PA (1986) Artificial recharge of groundwater. Lewis, New York, p 419 O’Hare MP, Fairchild DM, Hajali PA (1986) Artificial recharge of groundwater. Lewis, New York, p 419
Zurück zum Zitat Oakford ET (1985) Artificial recharge: methods, hydraulics, and monitoring. In: Asano T (ed) Artificial recharge of groundwater. Butterworth, Boston, p 767 Oakford ET (1985) Artificial recharge: methods, hydraulics, and monitoring. In: Asano T (ed) Artificial recharge of groundwater. Butterworth, Boston, p 767
Zurück zum Zitat Saaty TL, Vargas GL (2001) Models, methods, concepts, and applications of the analytic hierarchy process. Kluwer Academic Publisher, BostonCrossRef Saaty TL, Vargas GL (2001) Models, methods, concepts, and applications of the analytic hierarchy process. Kluwer Academic Publisher, BostonCrossRef
Zurück zum Zitat Saraf AK, Choudhury PR (1998) Integrated remote sensing and GIS for groundwater exploration and identification of artificial recharge sites. Int J Remote Sens 19(10):2595–2616CrossRef Saraf AK, Choudhury PR (1998) Integrated remote sensing and GIS for groundwater exploration and identification of artificial recharge sites. Int J Remote Sens 19(10):2595–2616CrossRef
Zurück zum Zitat Sargaonkar AP, Rathi B, Baile A (2011) Identifying potential sites for artificial groundwater recharge in sub-watershed of River Kanhan, India. Environ Earth Sci 62(5):1099–1108CrossRef Sargaonkar AP, Rathi B, Baile A (2011) Identifying potential sites for artificial groundwater recharge in sub-watershed of River Kanhan, India. Environ Earth Sci 62(5):1099–1108CrossRef
Zurück zum Zitat Sivanandam SN, Deepa SN (2007) Introduction to genetic algorithms. Springer, Berlin Sivanandam SN, Deepa SN (2007) Introduction to genetic algorithms. Springer, Berlin
Zurück zum Zitat ASCE Standard (2001) Environmental and Water Resources Institute, American Society of Civil Engineers. Standard guidelines for artificial recharge of groundwater, ASCE standards, EWRI/ASCE 34-01, p 106 ASCE Standard (2001) Environmental and Water Resources Institute, American Society of Civil Engineers. Standard guidelines for artificial recharge of groundwater, ASCE standards, EWRI/ASCE 34-01, p 106
Zurück zum Zitat Tilley E, Luethi C, Morel A, Zurbruegg C, Schertenleib R (2008) Compendium of sanitation systems and technologies. Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Duebendorf, Geneva Tilley E, Luethi C, Morel A, Zurbruegg C, Schertenleib R (2008) Compendium of sanitation systems and technologies. Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Duebendorf, Geneva
Zurück zum Zitat Wu Q, Shan J (2000) The application of genetic algorithm in GIS network analysis. International archives of photogrammetry and remote sensing, vol. XXXIII, Part B4. Amsterdam, pp 1184–1191 Wu Q, Shan J (2000) The application of genetic algorithm in GIS network analysis. International archives of photogrammetry and remote sensing, vol. XXXIII, Part B4. Amsterdam, pp 1184–1191
Zurück zum Zitat Wu Q, Rao SV, Barhen J, Sitharama Iyengar S, Vaishnavi VK, Qi H, Chakrabarty K (2004) On computing mobile agent routes for data fusion in distributed sensor networks. IEEE Trans Knowl Data Eng 16(6):740–753 CrossRef Wu Q, Rao SV, Barhen J, Sitharama Iyengar S, Vaishnavi VK, Qi H, Chakrabarty K (2004) On computing mobile agent routes for data fusion in distributed sensor networks. IEEE Trans Knowl Data Eng 16(6):740–753 CrossRef
Zurück zum Zitat Yeh EC, Sumic Z, Venkata SS (1995) APR: a geographic information system based primary router for underground residential distribution design. IEEE Trans Power Syst 10(1):400–406CrossRef Yeh EC, Sumic Z, Venkata SS (1995) APR: a geographic information system based primary router for underground residential distribution design. IEEE Trans Power Syst 10(1):400–406CrossRef
Zurück zum Zitat Zehtabian GR, Alavipanah SK, Hamedpanah R (2001) Determination of an appropriate area for flood water spreading by remote sensing data and GIS. In: Proceedings of the international conference on new technology for a new century. Seoul, Korea, pp 1–6 Zehtabian GR, Alavipanah SK, Hamedpanah R (2001) Determination of an appropriate area for flood water spreading by remote sensing data and GIS. In: Proceedings of the international conference on new technology for a new century. Seoul, Korea, pp 1–6
Metadaten
Titel
Using combined AHP–genetic algorithm in artificial groundwater recharge site selection of Gareh Bygone Plain, Iran
verfasst von
Saeed Rahimi
Majid Shadman Roodposhti
Rahim Ali Abbaspour
Publikationsdatum
01.09.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 6/2014
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-014-3109-9

Weitere Artikel der Ausgabe 6/2014

Environmental Earth Sciences 6/2014 Zur Ausgabe