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A Spatial Multi-Criteria Analysis Approach for Locating Suitable Sites for Construction of Subsurface Dams in Northern Pakistan

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Abstract

Pakistan is an agricultural country with an increasing interest for hydropower. Water management problems such as sedimentation and evaporation have been of high concern for surface water reservoirs for many years. Therefore, groundwater storage through subsurface dams could be promising, especially considering the monsoon rainfall and seasonal river flows in Pakistan. The paper aims to develop and test a methodology to locate suitable sites for construction of subsurface dams using spatial multi-criteria analysis (SMCA) in the northern parts of Pakistan. For the study, spatial data on geology, slope, land cover, soil depth and topographic wetness index (TWI) was used. Two weighting techniques, i.e. the analytic hierarchy process (AHP) and the factor interaction method (FIM), were employed and compared. The sensitivity of the two methods as well as of the model parameters was analysed. The suitability map derived from AHP yielded about 3 % (16 km2) of the total area as most suitable, about 4 % (22 km2) as moderately suitable and about 0.8 % (5 km2) as least suitable. The suitability map derived from FIM identified about 2.7 % (14 km2) of the total area as most suitable, about 4 % (22 km2) as moderately suitable and about 1 % (7 km2) as least suitable. The sensitivity analyses suggested that AHP was a more robust weighting technique than FIM and that land cover was the most sensitive factor. The methodology presented here shows promising results and could be used in early planning to locate suitable sites for construction of subsurface dams.

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References

  • Ahmad N (1982) An estimate of water loss by evaporation in Pakistan. Irrigation Drainage and Flood Control Research Council, Planning and Coordination Cell, Lahore

    Google Scholar 

  • Ahmad S, Hussain Z, Qureshi AS, Majeed R, Saleem M (2004) Drought Mitigation in Pakistan: Current Status and Options for Future Strategies. Working Paper 85, Drought Series. Paper: 3

  • Al-Adamat R, Diabat A, Shatwani G (2010) Combining GIS with multicriteria decision making for siting water harvesting ponds in Northern Jordan. J Arid Environ 74:1471–1477

    Article  Google Scholar 

  • Ali HM (2010) Fundamentals of irrigation and on-farm water management. Springer 1:556

    Google Scholar 

  • Anbazhagan A, Thingbaijam KKS, Nath SK, Narendara Kumar JN, Sitharam TG (2012) Multi-criteria seismic hazard evaluation for Bangalore city, India. J Asian Earth Sci 38:186–198

    Article  Google Scholar 

  • Anwar OH (1983) The effect of a subsurface barrier on the conservation of freshwater in coastal aquifers. Water Resour 17(10):1257–1265

    Google Scholar 

  • ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer) (2009) Retrieved in 2009 from http://asterweb.jpl.nasa.gov. ASTER GDEM is a product of METI and NASA

  • Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65:15–31

    Article  Google Scholar 

  • Babiker IS, Mohamed MAA, Hiyama T, Kato K (2005) A GIS-based DRASTIC model for assessing aquifer vulnerability in Kakamigahara Heights, Gifu Prefecture, central Japan. Sci Total Environ 345:127–140

    Article  Google Scholar 

  • Balasubramaniam A, Boyle AR, Voulvoulis N (2007) Improving petroleum contaminated land remediation decision-making through the MCA weighting process. Chemosphere 66:791–798

    Article  Google Scholar 

  • Basharat M, Rohn J, Baig MS, Ehret D (2012) The lithological and structural control of Hattian Bala rock avalanche triggered by the Kashmir earthquake 2005, Sub-Himalayas, Northern Pakistan. J Earth Sci 23(2):213–224

    Article  Google Scholar 

  • Baurne G (1984) Trap-dams: artificial subsurface storage of water. Water Int 9:2–9

    Article  Google Scholar 

  • Bazilian M, Rogner H, Howells M, Hermann S, Arent D, Gielen D, Steduto P, Mueller A, Komor P, Tol RSJ, Yumkella KK (2011) Considering the energy, water and food nexus: towards an integrated modelling approach. Energy Policy 39:7896–7906

    Article  Google Scholar 

  • Beven K, Kirkby M (1979) A physically based variable contributing area model of basin hydrology. Hydrol Sci Bull 24(1):43–69

    Article  Google Scholar 

  • Bhatti SS, Khattak KNM, Roohi R (2008) Planning water resources and management in Pishn-lora river basin of Baluchistan using GIS/RS. Second International Conference on Advances in Space Technologies Islamabad, Pakistan 29th -30th November

  • Chenini I, Mammou AB, May ME (2010) Groundwater recharge zone mapping using GIS-based multi-criteria analysis: a case study in Central Tunisia (Maknassy Basin). Water Resour Manag 24:921–939

    Article  Google Scholar 

  • DCR (1998) District Census Report (1998) Population Census Organization, Government of Pakistan, Islamabad, Pakistan

  • Dhakate R, Rao G, Raju A, Mahesh J, Rao J, Sankaran S (2013) Integrated approach for identifying suitable sites for rainwater harvesting structures for groundwater augmentation in Basaltic Terrain. Water Resour Manag 27:1279–1299

    Article  Google Scholar 

  • Eastman JR (1999) Multi-criteria evaluation and GIS. In: Longley PA, Goodchild MF, Maguire DJ, Rhind DW (eds) Geographical information systems. John Wiley and Sons, New York, pp 493–502

    Google Scholar 

  • Eastman JR (2006) IDRISI Andes-Guide to GIS and image processing. Clark labs, Clark University

  • ESRI (Environmental Systems Research Institute) (2013) ArcGIS Resource Center Desktop 10 – How Subset Features works. Retrieved January 9 2014 from: http://help.arcgis.com/en/arcgisdesktop/10.0/help/index.html#//00310000009m000000

  • Fernández DS, Lutz MA (2010) Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis. Eng Geol 111:90–98

    Article  Google Scholar 

  • Google Earth 6.0 (2010) Muzaffarabad 34°21′34.87″N, 73°28′15.79″E, elevation 2226M. <http://www.google.com/earth/index.html> [Viewed April 07, 2014]

  • Graymore MLM, Wallis AM, Richards AJ (2009) An Index of Regional Sustainability: a GIS-based multiple criteria analysis decision support system for progressing sustainability. Ecol Complex 6:453–462

    Article  Google Scholar 

  • GSP (Geological Survey of Pakistan) (2009) Retrieved in 2009 from http://www.gsp.gov.pk/

  • Haq I, Abbas TS (2006) Sedimentation of Tarbela and Mangla reservoirs. Pakistan Engineering Congress, 70th annual session proceedings. Paper No. 659

  • Hendrickx JMH, Khan AS, Bannink MH, Birch D, Kidd C (1991) Numerical analysis of groundwater recharge through stony soils using limited data. J Hydrol 127(1–4):173–192

    Article  Google Scholar 

  • Hussain A, Mughal N, Haq I, Latif A (2004) Geological map of the Gari Habib Ullah area, district Mansehra and parts of Muzaffarabad district, AJK, Geological Map Series. Geological Survey of Pakistan, Islamabad-Pakistan

    Google Scholar 

  • Ibrahim MB (2009) Rainwater Harvesting for Urban Areas: a Success Story from Gadarif City in Central Sudan. Water Resour Manag 23:2727–2736

    Article  Google Scholar 

  • Ishida S, Tsuchihara T, Imaizzumi M (2006) Fluctuation of NO3-N in groundwater of the reservoir of the Sunagawa subsurface dam, Miyako Island, Japan. Paddy Water Environ 4:101–110

    Article  Google Scholar 

  • Ishida S, Tsuchihara T, Yoshimoto S, Imaizumi M (2011) Sustainable use of groundwater with underground dams. JARQ 45(1):51–61

    Article  Google Scholar 

  • Jamali AI, Olofsson B, Mörtberg U (2013) Locating suitable sites for construction of subsurface dams using GIS. Environ Earth Sci 70:2511–2525

    Article  Google Scholar 

  • Jha MK, Chowdary VM, Kulkarni Y, Mal BC (2014) Rainwater harvesting planning using geospatial techniques and multicriteria decision analysis. Resour Conserv Recycl 83:96–111

    Article  Google Scholar 

  • Kamp U, Growley BJ, Khattak GA, Owen LA (2008) GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region. Geomorphology 101:631–642

    Article  Google Scholar 

  • Kessides IN (2013) Chaos in power: Pakistan’s electricity crisis. Energy Policy 55:271–285

    Article  Google Scholar 

  • Kourgialas NN, Karatzas GP (2011) Flood management and a GIS modelling method to assess flood-hazard areas-a case study. Hydrol Sci J 56(2):212–225

    Article  Google Scholar 

  • Latif A, Afridi AGK, Majid AN (2008) Geological map of the Balakot quadrangle (Earthquake affected area), District Mansehra, NWFP, Pakistan, Geological Map Series. Geological Survey of Pakistan, Islamabad-Pakistan

    Google Scholar 

  • Lodwick WA, Monson W, Svoboda L (1990) Attribute error and sensitivity analysis of map operations in geographical information systems: suitability analysis. Int J Geogr Inf Syst 4(4):413–428

    Article  Google Scholar 

  • Machiwal D, Jha MK, Mal MC (2011) Assessment of groundwater potential in a Semi-Arid Region of India using remote sensing, GIS and MCDM techniques. Water Resour Manag 25:1359–1386

    Article  Google Scholar 

  • Malczewski J (1999) GIS and multicriteria decision analysis. John Wiley and Sons, New York

    Google Scholar 

  • Malczewski J (2000) Review article on the use of weighted linear combination method in GIS: common and bestpractice approaches. Trans GIS 4(1):5–22

    Article  Google Scholar 

  • Malczewski J (2004) GIS-based land-use suitability analysis: a critical overview. Prog Plan 62:3–65

    Article  Google Scholar 

  • Ministry of the environment Japan (2004) Model project to combat desertification in Nare village, Bukina Faso. Technical report of the subsurface dam. Available at: http://www.env.go.jp/earth/report/h16-08/eng/index.html

  • Mirza UK, Ahmad N, Majeed T, Harijan K (2008) Hydropower use in Pakistan: past, present and future. Renew Sustain Energy Rev 12:1641–1651

    Article  Google Scholar 

  • Mukherjee P, Singh CK, Mukherjee S (2012) Delineation of groundwater potential zones in arid region of India-A remote sensing and GIS approach. Water Resour Manag 26:2643–2672

    Article  Google Scholar 

  • Nilsson A (1988) Groundwater dams for small-scale water supply. Intermediate Technology Publications Limited, London: 69

  • Pakistan Bureau of Statistics (2012) Accessed from http://www.statpak.gov.pk on January 12, 2012

  • Pakistan Meteorological Department (2011) Accessed from http://www.pakmet.com.pk on January 13, 2012

  • Quinn PF, Beven KJ, Lamb R (1995) The ln(a/tanβ) index: how to calculate it and how to use it within the TOPMODEL framework. Hydrol Process 9(2):161–182

    Article  Google Scholar 

  • Qureshi ME, Harrison SR, Wegener MK (1999) Validation of multi-criteria analysis models. Agric Syst 62:105–116

    Article  Google Scholar 

  • Qureshi SA, McCinick GP, Sarwar A, Sharma A (2010) Challenges and prospects of sustainable groundwater management in the Indus Basin, Pakistan. Water Resour Manag 24:1551–1569

    Article  Google Scholar 

  • Rahman MA, Rusteberg B, Gogu RC, Ferreira JPL, Sauter M (2012) A new spatial multi-criteria decision support tool for site selection for implementation of managed aquifer recharge. J Environ Manag 99:61–75

    Article  Google Scholar 

  • Rahman MA, Rusteberg B, Uddin MS, Lutz A, Saada MA, Sauter M (2013) An integrated study of spatial multicriteria analysis and mathematical modelling for managed aquifer recharge site suitability mapping and site ranking at Northern Gaza coastal aquifer. J Environ Manag 124:25–39

    Article  Google Scholar 

  • Raju JN, Reddy VKT, Munirathnam P (2006) Subsurface dams to harvest rain water-A case study of the swarnamukhi river basin, Southern India. Hydrogeol J 14:526–531

    Article  Google Scholar 

  • Saaty TL (1980) The analytic hierarchy process. Mc Graw Hill Company, New York

    Google Scholar 

  • Scally FAD (1994) Relative importance of snow accumulation and monsoon rainfall data for estimating annual runoff, Jhelum basin, Pakistan. Hydrol Sci 39:199–216

    Article  Google Scholar 

  • Shaban A, Khawlie M, Bou Kheir R, Abdullah C (2001) Assessment of road instability along a typical mountainous road using GIS and aerial photos, Lebanon-eastern Mediterranean. Bull Eng Geol Environ 60:93–101

    Article  Google Scholar 

  • Shafique M, van der Meijde M, Rossiter GD (2011a) Geophysical and remote sensing-based approach to model regolith thickness in a data-sparse environment. Catena 87:11–19

    Article  Google Scholar 

  • Shafique M, van der Meijde M, Ullah S (2011b) Regolith modeling and its relation to earthquake induced building damage: a remote sensing approach. J Asian Earth Sci 42(1–2):65–75

    Article  Google Scholar 

  • Shiklomanov A (1999) Scientific Leader and Editor State Hydrological Institute (SHI) St. Petersburg

  • Strager MP, Rosenberger R (2006) Incorporating stakeholder preferences for land conservation: weights and measures in spatial MCA. Ecol Econ 58(1):79–92

    Article  Google Scholar 

  • Sugio S, Nakada K, Urish DW (1987) Subsurface seawater intrusion barriers analysis. J Hydraul Eng 113:767–779

    Article  Google Scholar 

  • Suleman S, Wood MK, Shah BH, Murray M (1995) Development of a rainwater harvesting system for increasing soil moisture in arid rangelands of Pakistan. J Arid Environ 31(4):471–481

    Article  Google Scholar 

  • Tariq MAUR, Van de Giesen N (2012) Floods and flood management in Pakistan. Phys Chem Earth 47–48:11–20

    Article  Google Scholar 

  • UN-Water Work Programme (2010) Accessed online from http://www.unwater.org/downloads/UNW_Workplan_2010_2011.pdf on April 02, 2012

  • USAID (2009) Pakistan’s food and agriculture system. Nathan Associates Inc

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Acknowledgments

Lars Erik Lundbergs Scholarship Foundation (Dnr 2011/10, Dnr 2012/05, Dnr 2013/09, Dnr 2014/06) and Higher Education Commission (HEC) of Pakistan through Quaid-e-Awam University of Science and Technology, Nawabshah (QUEST/FDINP/EE&AF/10-751), Pakistan are acknowledged for funding this project. We are thankful to Caroline Karlsson, Emad Dehkordi, Xi Pang and Mårten Karlson for valuable inputs.

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Correspondence to Imran Ali Jamali.

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Jamali, I.A., Mörtberg, U., Olofsson, B. et al. A Spatial Multi-Criteria Analysis Approach for Locating Suitable Sites for Construction of Subsurface Dams in Northern Pakistan. Water Resour Manage 28, 5157–5174 (2014). https://doi.org/10.1007/s11269-014-0800-2

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