Geochemical Characterization of Acid Mine Lakes in Northwest Turkey and Their Effect on the Environment

Article

Abstract

Mining activity generates a large quantity of mine waste. The potential hazard of mine waste depends on the host mineral. The tendency of mine waste to produce acid mine drainage (AMD) containing potentially toxic metals depends on the amounts of sulfide, carbonate minerals, and trace-element concentrations found in ore deposits. The acid mine process is one of the most significant environmental challenges and a major source of water pollution worldwide. AMD and its effects were studied in northwest Turkey where there are several sedimentary and hydrothermal mineral deposits that have been economically extracted. The study area is located in Can county of Canakkale province. Canakkale contains marine, lagoon, and lake sediments precipitated with volcanoclastics that occurred as a result of volcanism, which was active during various periods from the Upper Eocene to Plio-Quaternary. Can county is rich in coal with a total lignite reserve >100 million tons and contains numerous mines that were operated by private companies and later abandoned without any remediation. As a result, human intervention in the natural structure and topography has resulted in large open pits and deterioration in these areas. Abandoned open pit mines typically fill with water from runoff and groundwater discharge, producing artificial lakes. Acid drainage waters from these mines have resulted in the degradation of surface-water quality around Can County. The average pH and electrical conductivity of acid mine lakes (AMLs) in this study were found to be 3.03 and 3831.33 μS cm−1, respectively. Total iron (Fe) and aluminum (Al) levels were also found to be high (329.77 and 360.67 mg L−1, respectively). The results show that the concentration of most elements, such as Fe and Al in particular, exceed national and international water-quality standards.

References

  1. Abel A, Michael A, Zartl A, Werner F (2000) Impact of erosion-transported overburden dump materials on water quality in Lake Cospuden evolved from a former open cast lignite mine south of Leipzig, Germany. Environ Geol 39(6):683–688CrossRefGoogle Scholar
  2. Akcil A, Ciftci H (2003) Effect of sulphur and iron-oxidizing bacteria on metal recovery in leaching of Kure pyritic copper ore [in Turkish]. Bull Earth Sci Appl Res Center Hacattepe Univ 28:145–154Google Scholar
  3. Akcil A, Koldas S (2006) Acid mine drainage (AMD): causes, treatment and case studies. J Clean Prod 14:1139–1145CrossRefGoogle Scholar
  4. Allan R (1997) Introduction: mining and metals in the environment. J Geochem Explor 58:95–100CrossRefGoogle Scholar
  5. Alpers CN, Nordstrom DK, Burchard JM (1992) Compilation and interpretation of water quality and discharge for acidic waters at Iron Mountain, Shasta County, California. United States Geological Survey Bulletin No pp 91-4150Google Scholar
  6. Anderson WC, Youngstrom MP (1976) Coal pile leachate—Quantity and quality characteristics. J Environ Eng Div ASCE 102:1239–1253Google Scholar
  7. Aytekin Y, Akdagi M (1996) The investigation of Eastern Black Sea-type copper-lead-zinc hydrometallurgical process evaluation (Rize-Cayeli sample) TUBITAK Supported Project No. 501 VIIIGoogle Scholar
  8. Baba A, Gunduz O (2009) Coal mining, energy production and environment: local aspects of a global dilemma. In: Baba A, Helvacı C, Tayfur G (eds) Proceedings of the AASA workshop on environment and resources, pp 56–64Google Scholar
  9. Baba A, Gunduz O (2010) Effect of alteration zones on water quality: a case study from Biga Peninsula, Turkey. Arch Environ Contam Toxicol 58(3):499–513CrossRefGoogle Scholar
  10. Baba A, Gurdal G, Sengunalp F, Ozay O (2007) Effects of leachant temperature and pH on leachability of metals from fly ash. A case study: can thermal power plant, province of Canakkale, Turkey. Environ Monit Assess 139:287–298CrossRefGoogle Scholar
  11. Baba A, Save D, Gunduz O, Gurdal G, Bozcu M, Sulun S et al (2009) The assessment of the mining activities in Can Coal Basin from a medical geology perspective [in Turkish]. Final Report of The Scientific and Technological Research Council of Turkey (TUBITAK), Project No. CAYDAG-106Y041, Ankara, TurkeyGoogle Scholar
  12. Bachmann TM, Friese K, Zachmann DW (2001) Redox and pH conditions in the water column and in the sediments of an acidic mining lake. J Geochem Explor 73:75–86CrossRefGoogle Scholar
  13. Blodau C (2006) A review of acidity generation and consumption in acidic coal mine lakes and their watershed. Sci Total Environ 639:307–332CrossRefGoogle Scholar
  14. Blodau C, Hoffmann S, Peine A, Peiffer S (1998) Iron and sulfate reduction in the sediments of acidic mine lake 116 (Brandenburg, Germany): rates and geochemical evaluation. Water Air Soil Pollut 108(3–4):249–270CrossRefGoogle Scholar
  15. Bozcu M, Akgun F, Gurdal G, Yesilyurt SK, Karaca O (2008) Sedimentologic, petrologic, geochemical and palinologic examination of Can Yenice Bayramic (Canakkale) lignite basin [in Turkish]. Final Report of The Scientific and Technological Research Council of Turkey (TUBITAK), Project No. CAYDAG-105Y114, Ankara, TurkeyGoogle Scholar
  16. Brake SS, Dannelly HK, Connors KA (2001) Controls on the nature and distribution of an alga in coal mine-waste environments and its potential impact on water quality. Environ Geol 40(4–5):458–469CrossRefGoogle Scholar
  17. British Columbia Acid Mine Drainage Task Force (1989) Draft acid rock drainage technical guide, vol 1. Prepared by Robertson S, Kirsten SRK. Vancouver BC Canakkale Meteorological Station 2010, Weather Forecast, Canakkale, TurkeyGoogle Scholar
  18. Cravotta CA III (1991) Geochemical evolution of acidic ground water at a reclaimed surface coal mine in western Pennsylvania. In: Oaks WR, Bowden J (eds) Proceedings of the 1991 National Meeting of the American Society of Surface Mining and Reclamation, May 14–17. American Society of Surface Mining and Reclamation, Durango Co, pp 43–68Google Scholar
  19. Cravotta AC (2008) Dissolved metals and associated constituents in abandoned coal-mine discharges, Pennsylvania, USA. Part 1: constituent quantities and correlations. Appl Geochem 23:166–202CrossRefGoogle Scholar
  20. Cravotta CAI, Brady KBC, Rose AW, Douds JB (1999) Frequency distribution of the pH of coal-mine drainage in Pennsylvania. In: Morganwalp DW (ed) US Geological Survey Toxic Substances Hydrology Program. Proceedings of a technical meeting, United States Geological Survey, Water-Resources Investigation 313-324, Report 99-4018AGoogle Scholar
  21. Davis EC, Boegly WJ (1981) A review of water quality issues associated with coal storage. J Environ Qual 10:127–133CrossRefGoogle Scholar
  22. Davis A, Ruby MV, Bloom M, Schoof R, Freeman G, Bergstrom PD (1991) Mineralogic constraints on the bioavailability of arsenic in smelter-impacted soils. Environ Sci Techol 30:392–399CrossRefGoogle Scholar
  23. Delaloye M, Bingol E (2000) Granitoids from western and northwestern Anatolia: geochemistry and modelling of geodynamic evolution. Int Geol Rev 42:241–268CrossRefGoogle Scholar
  24. Devasahayam S (2006) Chemistry of acid production in black coal mine washery wastes. Int J Miner Process 79:1–8CrossRefGoogle Scholar
  25. Doulati AF, Jodeiri SB, Bagheri M, Soleimani E (2010) Investigation of pyrite oxidation and acid mine drainage characterization associated with Razi active coal mine and coal washing waste dumps in the Azad Shahr-Ramian region, northeast Iran. Environ Earth Sci 61:1547–1560CrossRefGoogle Scholar
  26. Dutrizac JE, Jambor JL (2000) Jarosites and their application in hydrometallurgy, sulfate minerals—crystallography, geochemistry, and environmental significance. In: Alpers CN, Jambor JL, Nordstrom DK (eds) Miner Soc Am Rev Miner Geochem 40:405–443Google Scholar
  27. Ercan T, Satir M, Steinitz G, Dora A, Sarifakioglu E, Adis C et al (1995) Characteristics of the Tertiary volcanism in the Biga Peninsula, Gokceada, Bozcaada and Tavsanadasi, NW Anatolia [in Turkish]. MTA Bull 117:55–86Google Scholar
  28. Erickson P, Heiden R (1988) Evaluation of overburden analytical methods as a means to predict post-mining coal mine drainage quality. In: Conference proceedings mine drainage and surface mine reclamation, United States Bureau of Mines Information Circular 9183, vol 1, pp 11–20Google Scholar
  29. Espana JS, Pamo EL, Pastor ES, Ercilla MD (2008) The acidic mine pit lakes of the Iberian Pyrite Belt: an approach to their physical limnology and hydrogeochemistry. Appl Geochem 23:1260–1287CrossRefGoogle Scholar
  30. Evangelou VP, Zhang YL (1995) A review: pyrite oxidation mechanisms and acid mine drainage prevention. Crit Rev Environ Sci Technol 25(2):141–199CrossRefGoogle Scholar
  31. Foos A (1997) Geochemical modeling of coal mine drainage, Summit Co. Ohio. Environ Geol 31(3/4):205–210CrossRefGoogle Scholar
  32. Goldbery R (1978) Early diagenetic nonhydrothermal sodium alunite in Jurassic flint clays, Makhtesh Ramon, Israel. Geol Soc Am Bull 89:687–698CrossRefGoogle Scholar
  33. Gryaznov VI (1957) Minerals of the alunite-jarosite group from clays of the Kharkov series. Nauch Zap Dnepropetrovsk Gosudarst University. Sbornik Rabot Nauch-Issledovatel Inst Geol 58:79–85 (Chem Abs 54:24155)Google Scholar
  34. Gunduz O, Okumusoglu D, Baba A (2007) Acidic mining lakes and their influence on water quality: a case study from Can (Canakkale), Turkey. In: Proceedings of groundwater quality 2007: securing groundwater quality in urban and industrial environments, 6th international groundwater quality conference, Fremantle, Western AustraliaGoogle Scholar
  35. Gurdal G (2008) Geochemistry of trace elements in Can coal (Miocene), Canakkale, Turkey. Int J Coal Geol 74:28–40CrossRefGoogle Scholar
  36. ITASHY (2005) Regulation on waters intended for human consumption [in Turkish]. Official Gazette dated 17/02/2005, No. 25730, Ankara, TurkeyGoogle Scholar
  37. Jambor JL, Blowes DW (1994) Environmental geochemistry of sulfide mine-wastes. Mineralogical Association of Canada Short Course Handbook. Nepean, Ontario, p 22Google Scholar
  38. Jennings SR, Neuman DR, Blicker PS (2008) Acid mine drainage and effects on fish health and ecology: a review. Reclamation Research Group Publication, BozemanGoogle Scholar
  39. Kesimal A, Yilmaz E, Ercikdi B, Alp I, Yumlu M, Ozdemir B (2003) Paste backfill technology in underground mining-a case study. Earth Sci J Istanbul Univ Eng Faculty 6(1):45–53Google Scholar
  40. Khlybov VV (1976) Jarosite from the oxidation zone of pyritized rocks of the western Pritimanye. Trudy Inst Geol Komi Fil Akad Nauk SSSR 20:65–71Google Scholar
  41. Kim JJ, Kim SJ (2004) Seasonal factors controlling mineral precipitation in the acid mine drainage at Donghae coal mine, Korea. Sci Total Environ 325:181–191CrossRefGoogle Scholar
  42. Kimmel WG (1983) The impact of acid mine drainage on the stream ecosystem. Resources, technology, and utilization. Pennsylvania Academic Science Publications, Pennsylvania coal, pp 424–437Google Scholar
  43. Krazewski SR (1972) Jarosite from Pliocene deposits in Wloclawek. Arch Miner 30(1):5–12Google Scholar
  44. Lapakko K (2002) Metal mine rock and waste characterisation tools: an overview of mining, minerals and sustainable development. Report No. 67. Acid Drainage Technology Initiative. www.mackay.unr.edu/adti
  45. Larsen D, Mann R (2005) Origin of high manganese concentrations in coal mine drainage, eastern Tennessee. J Geochem Explor 86:143–163CrossRefGoogle Scholar
  46. Leathen WW, Braley SA, McIntyre LD (1953) The role of bacteria in the formation of acid from certain sulfuric constituents associated with bituminous coal, II. Ferrous-iron oxidizing bacteria. Appl Microbiol 1:65–68Google Scholar
  47. Lessmann D, Deneke R, Ender R, Hemm M, Kapfer M, Krumbeck H et al (1999) Lake Plessa 107 (Lusatia, Germany)—An extremely acidic shallow mining lake. Hydrobiologia 408(409):293–299CrossRefGoogle Scholar
  48. Lessmann D, Uhlmann W, Gunewald U, Nixdorf B (2003) Sustainability of the flooding of lignite mining lakes as a remediation technique against acidification in the Lusatian mining district, Germany. Proceedings of the 6th International Conference on Acid Rock Drainage (ICARD), Cairns, Australia 14–17 July, pp 521–527Google Scholar
  49. Lin Z (1997) Mineralogical and chemical characterization of wastes from the sulfuric acid industry in Falun, Sweden. Environ Geol 30(3–4):152–162CrossRefGoogle Scholar
  50. Lin Z, Herbert RB Jr (1997) Heavy metal retention in secondary precipitates from a mine rock dump and underlying soil, Dalarna, Sweden. Environ Geol 33(1):1–12CrossRefGoogle Scholar
  51. Long DT, Fegan NE, Lyons WB, Hines ME, Macumber PG, Giblin AM (1992) Geochemistry of acid brines—Lake Tyrrell, Victoria, Australia. Chem Geol 96(1–2):33–52CrossRefGoogle Scholar
  52. Lottermoser BG (2010) Mine wastes: characterization, treatment and environmental impacts, 3rd edn. Springer-Verlag, BerlinGoogle Scholar
  53. Malmstrom ME, Destouni G, Banwart SA, Stromberg BHE (2000) Resolving the scale-dependence of mineral weathering rates. Environ Sci Technol 34(7):1375–1378CrossRefGoogle Scholar
  54. McCleary EC, Kepler DA (1994) Ecological benefits of passive wetland treatment systems designed for acid mine drainage: with emphasis on watershed restoration. In: The international land reclamation and mine drainage conference and the third international conference on the abatement of acidic drainage. Pittsburgh, PA, April 24–29, pp 111–119Google Scholar
  55. Merritt RD (1986) Coal geology and resources of the Susitna Lowland, Alaska. Alaska Division of Geological and Geophysical Surveys Public Data File 86–75Google Scholar
  56. Mills C (1995) An AMD/ARD dedicated blog based on the text of a presentation given Mills to British Columbia high school science teachers. At a seminar on Acid Rock Drainage at the Cordilleran Roundup, held at the Hotel Vancouver, Vancouver, BCGoogle Scholar
  57. Monterroso C, Macias F (1998) Drainage waters affected by pyrite oxidation in a coal mine in Galicia–NW Spain: composition and mineral stability. Sci Total Environ 216:121–132CrossRefGoogle Scholar
  58. Morrison JL (1988) A study of factors controlling the severity of acid mine drainage in the Allegheny Group of Western Pennsylvania. PSU, University Park, PA, Master’s thesisGoogle Scholar
  59. Nesbitt HW, Jambor JL (1998) Role of mafic minerals in neutralizing ARD, demonstrated using a chemical weathering methodology. In Cabri LJ, Vaughan DJ (eds) Modern approaches to ore and environmental mineralogy. Mineralogical Association of Canada Short Course Series, vol 27, pp 403–421Google Scholar
  60. Neuendorf KKE, Mehl JP Jr, Jackson A (2005) Glossary of geology. American Geological Institute, AlexandriaGoogle Scholar
  61. Nordstrom DK, Alpers CN (1998) Geochemistry of acid mine waters, part A—Processes, techniques and health. In: Plumlee G, Logsdon M (eds) Environmental geochemistry of mineral deposits. Rev Econ Geol, Volume 6a. Soc Econ Geol, Chapter 6Google Scholar
  62. Nordstrom DK, Ball JW (1986) The geochemical behavior of aluminum in acidified surface waters. Science 232:54–56CrossRefGoogle Scholar
  63. Nordstrom DK, Plummer LN, Wigley TML, Wolery TJ, Ball JW (1979) A comparison of computerized chemical models for equilibrium calculations in aqueous systems. In: Jenne EA (ed) Chemical modeling in aqueous systems. American Chemical Society Symposium Series, vol 93. ACS, Washington, DC, pp 857–892Google Scholar
  64. Okay AI, Goncuoglu MC (2004) The Karakaya complex: a review of data and concepts. Trans J Earth Sci 13:75–95Google Scholar
  65. Okay AI, Satir M (2000) Coeval plutonism and metamorphism in a latest Oligocene metamorphic core complex in northwest Turkey. Geol Mag 137:495–516CrossRefGoogle Scholar
  66. Okay AI, Siyako M, Burkan KA (1990) Geology and tectonic evaluation of the Biga peninsula [in Turkish]. TAPG Bull 2(1):83–121Google Scholar
  67. Okumusoglu D (2009) The influence of mining activities on surface and subsurface water quality. Master’s thesis, The Graduate School of Natural and Applied Sciences of Dokuz Eylul University (unpublished)Google Scholar
  68. Ozcelik GA (2007) Prediction techniques of acid mine drainage: a case study of a new poly- metallic mine development in Erzincan-Ilic, Turkey. Doctoral thesis, Middle East Technical University, Ankara, TurkeyGoogle Scholar
  69. Paktunc AD (1999) Characterization of mine wastes for prediction of acid mine drainage. In: Azcue JM (ed) Environmental impacts of mining activities. Springer-Verlag, Berlin, pp 19–39CrossRefGoogle Scholar
  70. Plumlee GS (1999) The environmental geology of mineral deposits. In: Plumlee GS, Logsdon JJ (eds) The environmental geochemistry of mineral deposits. Part A: processes, techniques, and health issues. Soc Econ Geol Rev Econ Geol 6A:71–116Google Scholar
  71. Pluta I, Jackowicz-Korczynski J (2003) Acid mine process in Polish coal mines: the Niwka–Modrzejow coal mine example. In: Nel PJL (ed) Mine water and the environment. In: Proceedings of 8th international mine water association congress, Johannesburg, South Africa, pp 37–41Google Scholar
  72. Price WA (2003) Challenges posed by metal leaching and acid rock drainage at closed mines. British Columbia Technical and Research Committee on Reclamation. http://www.hsph.harvard.edu/mining/files/Canadian_paper_on_challenges_facing_metal_mines_with_suggestions.pdf. Accessed January 9 2012
  73. Rose AW, Cravotta CAIII (1998) Geochemistry of coal-mine drainage. In: Brady KBC, Smith MW, Schueck JH (eds) Coal mine drainage prediction and pollution prevention in Pennsylvania. Pennsylvania Department of Environmental Protection, Harrisburg, PA, 5600-BK-DEP2256, chap 1, pp 1–22Google Scholar
  74. Salomons W (1995) Environmental impact of metals derived from mining activities: processes, predictions, prevention. J Geochem Explor 52:5–23CrossRefGoogle Scholar
  75. Sanliyuksel D, Baba A (2011) Effects of the abandoned mining wastes on water resources in Can Basin, 64th Geological Congress of Turkey. Ankara, Turkey, pp 47–48Google Scholar
  76. Sanliyuksel Yucel D, Sengun F, Baba A (2012) Effects of alteration zones on water resources in Can Basin, 65th Geological Congress of Turkey. Ankara, Turkey, pp 122–123Google Scholar
  77. Sengun F, Yigitbas E, Tunc IO (2011) Geology and tectonic emplacement of Eclogite and Blueschists, Biga Peninsula, Northwest Turkey. Turk J Earth Sci 20(3):273–285Google Scholar
  78. Shevenell L, Connors KA, Henry CD (1999) Controls on pit lake water quality at sixteen open-pit mines in Nevada. Appl Geochem 14:669–687CrossRefGoogle Scholar
  79. Silva LFO, Wollenschlager M, Oliveira MLS (2011a) A preliminary study of coal mining drainage and environmental health in the Santa Catarina region, Brazil. Environ Geochem Health 33:55–65CrossRefGoogle Scholar
  80. Silva LFO, Oliveira MLS, Neace ER, O’Keefe JMK, Henke KR, Hower JC (2011b) Nanominerals and ultrafine particles in sublimates from the Ruth Mullins coal fire, Perry County, Eastern Kentucky, USA. Int J Coal Geol 85:237–245CrossRefGoogle Scholar
  81. Siyako M, Burkan KA, Okay AI (1989) Tertiary geology and hydrocarbon potential of the Biga and Gelibolu peninsulas [in Turkish]. Turkish Petrol Geolo Assoc Bull 1(3):183–200Google Scholar
  82. Skousen JG, Ziemkiewicz PF (1995) Acid mine drainage control and treatment. West Virginia University, MorgantownGoogle Scholar
  83. Sola C, Burgos M, Plazuelo A, Toja J, Plans M, Prat N (2004) Heavy metal bioaccumulation and macroinvertebrate community changes in a Mediterranean stream affected by acid mine drainage and an accidental spill (Guadiamar river, SW Spain). Sci Total Environ 333:109–126CrossRefGoogle Scholar
  84. Sracek O, Choquette M, Gelinas P, Lefebvre R, Nicholson RV (2004) Geochemical characterization of acid mine drainage from a waste rock pile, Mine Doyon, Quebec, Canada. J Contam Hydrol 69:45–71CrossRefGoogle Scholar
  85. Stromberg B, Banwart S (1999) Weathering kinetics of waste rock from the Aitik copper mine, Sweden: scale dependent rate factors and pH controls in large column experiments. J Contam Hydrol 39(1–2):59–89CrossRefGoogle Scholar
  86. Stumm W, Morgan JJ (1970) Aquatic chemistry. Wiley, New YorkGoogle Scholar
  87. Stumm W, Morgan JJ (1995) Aquatic chemistry: chemical equilibria and rates in natural waters. Wiley, New YorkGoogle Scholar
  88. Triantafyllidis S, Skarpelis N (2006) Mineral formation in an acid pit lake from a high-sulfidation ore deposit: Kirki, NE Greece. J Geochem Explor 88:68–71CrossRefGoogle Scholar
  89. United States Environmental Protection Agency (1994a, April) Innovative methods of managing environmental releases at mine sites. USEPA, Office of Solid Waste, Special Wastes Branch (Washington DC), OSW Doc. 530-R-94-012Google Scholar
  90. United States Environmental Protection Agency (1994b, December) Acid mine drainage prediction. USEPA, Office of Solid Waste, Special Wastes Branch (Washington DC), EPA 530-R-94-036Google Scholar
  91. United States Environmental Protection Agency (2003) Environmental Protection Agency Office of Water national primary drinking water standards. USEPA, EPA 816-F-03-016, Washington DC, USAGoogle Scholar
  92. Warshaw CM (1956) The occurrence of jarosite in underclays. Am Miner 41:288–296Google Scholar
  93. Weber L (2000) Modellierung von Porenwasserprofilen in sauren Bergbaurestseen unter Berücksichtigung der advektiven Strömung im Sediment. Doctoral thesis, Universität Heidelberg, Heidelberg, GermanyGoogle Scholar
  94. Wood SC, Younger PL, Robins NS (1999) Long-term changes in the quality of polluted minewater discharges from abondoned underground coal workings in Scotland. Q J Eng Geol 32:69–79CrossRefGoogle Scholar
  95. World Health Organization (2004) World Health Organization Guidelines for drinking water quality, 3rd edn, vol 1. WHO, GenevaGoogle Scholar
  96. Yigit O (2009) Mineral deposits of Turkey in relation to Tethyan metallogeny: implications for future mineral exploration. Econ Geol 104(1):19–51CrossRefGoogle Scholar
  97. Yigit O (2012) A prospective sector in the Tethyan metallogenic belt: geology and geochronology of mineral deposits in the Biga Peninsula, NW Turkey. Ore Geol Rev 46:118–148CrossRefGoogle Scholar
  98. Younger PL (1995) Hydrogeochemistry of mine waters flowing from abandoned coal workings in County Durham. Q J Eng Geol 28:101–113CrossRefGoogle Scholar
  99. Yucel MA, Sanliyuksel Yucel D (2012) Determining and visualization of border changing on coal mining activities with satellite images and geographic information system (GIS) in Can (Canakkale) County [in Turkish]. Canakkale Onsekiz Mart University Scientific Research Project, Project No. BAP 2011/082Google Scholar
  100. Yucel MA, Sanliyuksel Yucel D, Baba A (2012) Determining of border changing on coal mining activities with satellite images on the environment of geographic information system (GIS) in Can (Canakkale) County, 65th Geological Congress of Turkey, Ankara 146–147Google Scholar

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© Springer Science+Business Media New York 2012

Authors and Affiliations

  1. 1.Department of Geology EngineeringCanakkale Onsekiz Mart UniversityCanakkaleTurkey
  2. 2.Department of Civil EngineeringIzmir Institute of TechnologyIzmirTurkey

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