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Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey

Year 2016, Volume: 11 Issue: 3, 229 - 240, 30.09.2016

Abstract

 Selection of settlement sites and the protection
of these areas from natural disasters is a
difficult and complex process. The destruction caused by earthquakes shows that the
existing settlement plans do not attach sufficient importance to soil
durability. In this study, settlement suitability map produced on soil
durability was developed to determine the spatial distribution of safe
locations for settlement using the techniques of the Geographical Information
Systems (GIS) on geotechnical and hydrogeological
data. To investigate the characteristics of the soil in Aksaray, Turkey, 67
samples were collected through geotechnical borehole. Based on settlement
suitability map, four suitability classes were defined as highly suitable,
moderately suitable, poorly suitable and unsuitable. The spatial distribution
map of soil durability was constructed using the kriging method. For each map,
seven different semivariogram models were tested and the model that best fit the data was
selected based on the root mean square standardized error. According to
the model, approximately 33.2 % of the study area is either suitable or highly
suitable to build new settlements
and the remaining area (66.8%) can be considered
poorly suitable or unsuitable. Areas that are poorly suitable or unsuitable for
settlement are concentrated in the northwestern and southeastern parts of the
city. This study helped identify the hazardous zones that may affect the
construction and design of the superstructure. This study also provides general
information on how to determine safe settlement
sites. Furthermore, the use of the produced map will reduce human and
economic losses due to natural disasters.

References

  • Aldworth J, (1998) Spatial Prediction, Spatial Sampling, and Measurement Error. Ph.D. Thesis, Iowa State University, 186 p.
  • Alonso W, (1964) Location and Land use. Harvard University Press, Cambridge, MA.
  • Altas L, Isik M, Kavurmaci M, (2011) Determination of arsenic levels in the water resources of Aksaray Province, Turkey. Journal of Environmental Management 92: 2182–2192.
  • Aly MH, Giardino JR, Klein AG, (2005) Suitability assessment for New Minia City, Egypt: A GIS approach to engineering geology. Environmental & Engineering Geoscience, 9(3), 259–269.
  • Amano K, Tsunekazu T, Hirofumi A, (1987) Development and Application of a Hierarchical Land-Use Model. Memoirs of the Faculty of Engineering, Kyoto University XLIX, 4: 326-57.
  • Arnous MO, (2013) Geotechnical site investigations for possible urban extensions at Suez City, Egypt using GIS. Arabian Journal of Geosciences, 6, (5): 1349-1369.
  • ASTM D 1586-11, (2011) Standard Test Method for Standard Penetration Test (SPT) and Split-Barrel Sampling of Soils. American Society for Testing and Materials, Philadelphia, PA.
  • Aydoner C, Maktav D, (2013) Settlement suitability analysis in terms of earthquake (in Turkish), Journal of Aeronautics and Space Technologies, 6: 53-62 (in Turkish with English abstract).
  • Bell FG, (1992) Engineering Properties of Soils and Rocks, 3rd.ed., Butterworth-Heinemann, Boston, 345 p.
  • Bowles JE, (1984) Physical and geotechnical properties of soils, 2nd edn. McGraw-Hill, New York, NY.
  • Chiles JP, Delfiner P, (1999) Geostatistics: Modeling Spatial Uncertainty. New York: John Wiley & Sons, 449–471.
  • Collins MG, Steiner FR, Rushman MJ, (2001) Land-use suitability analysis in the United States: historical development and promising technological achievements. Environ Manage 28,611–621.
  • Dai FC, Lee CF, Zhang XH, (2001) GIS-based geo-environmental evaluation for urban land use planning: a case study, Engineering Geology, 61/4, 257–271.
  • Degerliyurt M, (2014) Settlement suitability analysis of local ground characteristics in Iskenderun: A case study. Procedia - Social and Behavioral Sciences 120: 637–644
  • Eastman JR, (2003) IDRISI Kilimanjaro: Guide to GIS and Image Processing. Clark Laboratories, Clark University, Worcester, p. 328.
  • Elhatip H, Afsin M, Kuscu I, Dirik, K, Kurmac Y, Kavurmaci M, (2004) Estimation of environmental impacts on the water quality of İncesu-Dokuzpınar springs in Kayseri, Turkey. Bulletin of Engineering Geology and the Environment, 63(3): 255-260.
  • Er B, (2002) Preparation of a sample of geotechnical data base for the central area of Aksaray city by evaluating soil and engineering geology properties. Master Thesis, Nigde University, Nigde, Turkey, 57 p. (in Turkish with English abstract).
  • Esri, (2015) ArcMap 10.1 Help File. Online, http://resources.arcgis.com/en/help/main/10.1/ Accessed October 25, 2015.
  • Guiqin W, Li Q, Guoxue L, Lijun C, (2009) Landfill site selection using spatial information technologies and AHP: A case study in Beijing, China, Journal of Environmental Management 90: 2414–2421.
  • Halik W, Mamat A, Dang JH, Deng BSH, Tiyip T, (2013) Suitability analysis of human settlement environment within the Tarim Basin in Northwestern China. Quaternary International, 311, 175-180.
  • Harris B, (1985) Urban Simulation Models in Regional Science. Journal of Regional Science 25, 545-67.
  • Hasancebi N, Ulusay R (2006) “Empirical correlations between shear wave velocity and penetration resistance for ground shaking assessments,” Bull Eng Geol Environ, 66, 203-213. Herbert JS, Benjamin HS, (1960) “A Model of the Distribution of Residential Activity in Urban Areas”, Journal of Regional Science, 2, 21-36. Jefferies M, Been K, (2006) Soil Liquefaction: A Critical State Approach, Second Edition, Taylor & Francis Group, CRC pres, p. 690.
  • Karaoglu GT, (2013) Engineering geology and investigation of suitability for settlement area of Istanbul Kucukcekmece. Master Thesis, Istanbul Technical University, Istanbul, Turkey, 107 p. (in Turkish with English abstract).
  • Kasani RB, (2005) A new method for site suitability analysis: the analytic hierarchy process. Environmental Management, 13, 685–693.
  • Kolat C, Doyuran V, Ayday C, Süzen ML, (2006) Preparation of a geotechnical microzonation model using geographical information systems based on multicriteria decision analysis. Engineering geology, 87, 241-255.
  • Kurnaz TF, Ramazanoglu S, (2014) The interrogation of settlement suitability by using GIS, a case study in Esenler (Istanbul), Sakarya Un. J. Sci., 18, 171-182. (in Turkish with English abstract).
  • Malczewski J, (2004) GIS-based land-use suitability analysis: a critical overview. Progr Plann 62 (1):3–65.
  • Mitchell JK, Soga K, (2005) Fundamentals of soil behavior. Third edition, John Wiley and Sons, Inc., ISBN 978-0-471-46302-3.
  • Mohammadi Z, Limaei SM. (2014) Selection of appropriate criteria in urban forestry (Case study: Isfahan city, Iran). Journal of Forest Science, 60, 487–794. Montoya L, Masser I, (2005) Management of natural hazard risk in Cartago, Costa Rica. Habitat International, 29: 493-509.
  • Oliver MA, (1990) Kriging: A method of interpolation for geographical information systems. International Journal of Geographic Information Systems 4, 313–332.
  • Putman SH, (1979) Urban Residential Location Models. Martinus Nijhoff Publishing, 169 p.
  • Robertson PK, Wride CE, (1998) Evaluating cyclic liquefaction potential using the cone penetration test. Canadian Geotechnical J., 35 (3): 442–59.
  • Romano G, Sasso PD, Liuzzi GT, Gentile F, (2015) Multi-criteria decision analysis for land suitability mapping in a rural area of Southern Italy. Land Use Policy, 48: 131–143.
  • Rowell D (1994) Soil Science; Methods and Application, Longman Scientific & Technical, 350 p.
  • Santamarina JC, Klein KA, Fam MA, (2001) Soils and Waves: Particulate Materials Behavior, Characterization and Process Monitoring. Wiley. ISBN 978-0-471-49058-6.
  • Sara MN, (2003) Site Assessment and Remediation Handbook, Second Edition, CRC Press, p. 1160.
  • Sener S, Sener E, Nas B, Karaguzel R, (2010) Combining AHP with GIS for landfill site selection: Acase study in the Lake Beysehir catchment area (Konya, Turkey). Waste Management 30: 2037–2046.
  • Siddiqui M, Everett JM, Vieux BE, (1996) Landfill siting using geographical information systems: a demonstration. J. Environ. Eng. 122, 515–523.
  • Store R, Kangas K, (2001) Integrating spatial multi-criteria evaluation and expert knowledge for GIS-based habitat suitability modelling”, Landscape and Urban Planning, 55/2, 79–93.
  • Swan CC, (2015) Supplemental notes; foundations on weak and compressible soils. 53: 139 Foundations of Structures, The University of Iowa, Online Available: http://user.engineering.uiowa.edu/~swan/courses/53139/notes/weak_compressible_soils.pdf [Accessed December 15, 2015].
  • Teke M, (2002) Investigation of the geotechnical properties of the soils in the area of Bahçeli town in Aksaray city. Master Thesis, Nigde University, Nigde, Turkey, 112 p. (in Turkish with English abstract).
  • Terzaghi K, Peck RB, (1967) Soil mechanics in engineering practice. 2nd edition, John Wiley & Sons, New York, 729 p. Tudes S, Yigiter ND, (2010) Preparation of land use planning model using GIS based on AHP: case study Adana-Turkey. Bulletin of engineering geology and the environment, 69, 235-245.
  • Youd TL, Idriss I, Andrus R, Arango I, Castro G, Christian J, Dobry R, Finn WDL, Harder L, Jr, Hynes M, Ishihara K, Koester J, Liao S, Marcuson W, III, Martin G, Mitchell J, Moriwaki Y, Power M, Robertson P, Seed R, Stokoe KH, (2001) "Liquefaction Resistance of Soils: Summary Report from the 1996 NCEER and 1998 NCEER/NSF Workshops on Evaluation of Liquefaction Resistance of Soils." Journal of geotechnical and geoenvironmental engineering, 127, 817-833.
  • Youssef MA, Pradhan B, Tarabees E, (2011) Integrated evaluation of urban development suitability based on remote sensing and GIS techniques: contribution from the analytic hierarchy process. Arab J Geosci, 4, 463-473.
  • Zopounidis C, Doumpos M, (2002) Multicriteria classification and sorting methods: A literature review. Eu. J. Oper. Re., 138, 229–246. Wilson AG, (1970) Entropy in Urban and Regional Modelling. London: Pion.
Year 2016, Volume: 11 Issue: 3, 229 - 240, 30.09.2016

Abstract

References

  • Aldworth J, (1998) Spatial Prediction, Spatial Sampling, and Measurement Error. Ph.D. Thesis, Iowa State University, 186 p.
  • Alonso W, (1964) Location and Land use. Harvard University Press, Cambridge, MA.
  • Altas L, Isik M, Kavurmaci M, (2011) Determination of arsenic levels in the water resources of Aksaray Province, Turkey. Journal of Environmental Management 92: 2182–2192.
  • Aly MH, Giardino JR, Klein AG, (2005) Suitability assessment for New Minia City, Egypt: A GIS approach to engineering geology. Environmental & Engineering Geoscience, 9(3), 259–269.
  • Amano K, Tsunekazu T, Hirofumi A, (1987) Development and Application of a Hierarchical Land-Use Model. Memoirs of the Faculty of Engineering, Kyoto University XLIX, 4: 326-57.
  • Arnous MO, (2013) Geotechnical site investigations for possible urban extensions at Suez City, Egypt using GIS. Arabian Journal of Geosciences, 6, (5): 1349-1369.
  • ASTM D 1586-11, (2011) Standard Test Method for Standard Penetration Test (SPT) and Split-Barrel Sampling of Soils. American Society for Testing and Materials, Philadelphia, PA.
  • Aydoner C, Maktav D, (2013) Settlement suitability analysis in terms of earthquake (in Turkish), Journal of Aeronautics and Space Technologies, 6: 53-62 (in Turkish with English abstract).
  • Bell FG, (1992) Engineering Properties of Soils and Rocks, 3rd.ed., Butterworth-Heinemann, Boston, 345 p.
  • Bowles JE, (1984) Physical and geotechnical properties of soils, 2nd edn. McGraw-Hill, New York, NY.
  • Chiles JP, Delfiner P, (1999) Geostatistics: Modeling Spatial Uncertainty. New York: John Wiley & Sons, 449–471.
  • Collins MG, Steiner FR, Rushman MJ, (2001) Land-use suitability analysis in the United States: historical development and promising technological achievements. Environ Manage 28,611–621.
  • Dai FC, Lee CF, Zhang XH, (2001) GIS-based geo-environmental evaluation for urban land use planning: a case study, Engineering Geology, 61/4, 257–271.
  • Degerliyurt M, (2014) Settlement suitability analysis of local ground characteristics in Iskenderun: A case study. Procedia - Social and Behavioral Sciences 120: 637–644
  • Eastman JR, (2003) IDRISI Kilimanjaro: Guide to GIS and Image Processing. Clark Laboratories, Clark University, Worcester, p. 328.
  • Elhatip H, Afsin M, Kuscu I, Dirik, K, Kurmac Y, Kavurmaci M, (2004) Estimation of environmental impacts on the water quality of İncesu-Dokuzpınar springs in Kayseri, Turkey. Bulletin of Engineering Geology and the Environment, 63(3): 255-260.
  • Er B, (2002) Preparation of a sample of geotechnical data base for the central area of Aksaray city by evaluating soil and engineering geology properties. Master Thesis, Nigde University, Nigde, Turkey, 57 p. (in Turkish with English abstract).
  • Esri, (2015) ArcMap 10.1 Help File. Online, http://resources.arcgis.com/en/help/main/10.1/ Accessed October 25, 2015.
  • Guiqin W, Li Q, Guoxue L, Lijun C, (2009) Landfill site selection using spatial information technologies and AHP: A case study in Beijing, China, Journal of Environmental Management 90: 2414–2421.
  • Halik W, Mamat A, Dang JH, Deng BSH, Tiyip T, (2013) Suitability analysis of human settlement environment within the Tarim Basin in Northwestern China. Quaternary International, 311, 175-180.
  • Harris B, (1985) Urban Simulation Models in Regional Science. Journal of Regional Science 25, 545-67.
  • Hasancebi N, Ulusay R (2006) “Empirical correlations between shear wave velocity and penetration resistance for ground shaking assessments,” Bull Eng Geol Environ, 66, 203-213. Herbert JS, Benjamin HS, (1960) “A Model of the Distribution of Residential Activity in Urban Areas”, Journal of Regional Science, 2, 21-36. Jefferies M, Been K, (2006) Soil Liquefaction: A Critical State Approach, Second Edition, Taylor & Francis Group, CRC pres, p. 690.
  • Karaoglu GT, (2013) Engineering geology and investigation of suitability for settlement area of Istanbul Kucukcekmece. Master Thesis, Istanbul Technical University, Istanbul, Turkey, 107 p. (in Turkish with English abstract).
  • Kasani RB, (2005) A new method for site suitability analysis: the analytic hierarchy process. Environmental Management, 13, 685–693.
  • Kolat C, Doyuran V, Ayday C, Süzen ML, (2006) Preparation of a geotechnical microzonation model using geographical information systems based on multicriteria decision analysis. Engineering geology, 87, 241-255.
  • Kurnaz TF, Ramazanoglu S, (2014) The interrogation of settlement suitability by using GIS, a case study in Esenler (Istanbul), Sakarya Un. J. Sci., 18, 171-182. (in Turkish with English abstract).
  • Malczewski J, (2004) GIS-based land-use suitability analysis: a critical overview. Progr Plann 62 (1):3–65.
  • Mitchell JK, Soga K, (2005) Fundamentals of soil behavior. Third edition, John Wiley and Sons, Inc., ISBN 978-0-471-46302-3.
  • Mohammadi Z, Limaei SM. (2014) Selection of appropriate criteria in urban forestry (Case study: Isfahan city, Iran). Journal of Forest Science, 60, 487–794. Montoya L, Masser I, (2005) Management of natural hazard risk in Cartago, Costa Rica. Habitat International, 29: 493-509.
  • Oliver MA, (1990) Kriging: A method of interpolation for geographical information systems. International Journal of Geographic Information Systems 4, 313–332.
  • Putman SH, (1979) Urban Residential Location Models. Martinus Nijhoff Publishing, 169 p.
  • Robertson PK, Wride CE, (1998) Evaluating cyclic liquefaction potential using the cone penetration test. Canadian Geotechnical J., 35 (3): 442–59.
  • Romano G, Sasso PD, Liuzzi GT, Gentile F, (2015) Multi-criteria decision analysis for land suitability mapping in a rural area of Southern Italy. Land Use Policy, 48: 131–143.
  • Rowell D (1994) Soil Science; Methods and Application, Longman Scientific & Technical, 350 p.
  • Santamarina JC, Klein KA, Fam MA, (2001) Soils and Waves: Particulate Materials Behavior, Characterization and Process Monitoring. Wiley. ISBN 978-0-471-49058-6.
  • Sara MN, (2003) Site Assessment and Remediation Handbook, Second Edition, CRC Press, p. 1160.
  • Sener S, Sener E, Nas B, Karaguzel R, (2010) Combining AHP with GIS for landfill site selection: Acase study in the Lake Beysehir catchment area (Konya, Turkey). Waste Management 30: 2037–2046.
  • Siddiqui M, Everett JM, Vieux BE, (1996) Landfill siting using geographical information systems: a demonstration. J. Environ. Eng. 122, 515–523.
  • Store R, Kangas K, (2001) Integrating spatial multi-criteria evaluation and expert knowledge for GIS-based habitat suitability modelling”, Landscape and Urban Planning, 55/2, 79–93.
  • Swan CC, (2015) Supplemental notes; foundations on weak and compressible soils. 53: 139 Foundations of Structures, The University of Iowa, Online Available: http://user.engineering.uiowa.edu/~swan/courses/53139/notes/weak_compressible_soils.pdf [Accessed December 15, 2015].
  • Teke M, (2002) Investigation of the geotechnical properties of the soils in the area of Bahçeli town in Aksaray city. Master Thesis, Nigde University, Nigde, Turkey, 112 p. (in Turkish with English abstract).
  • Terzaghi K, Peck RB, (1967) Soil mechanics in engineering practice. 2nd edition, John Wiley & Sons, New York, 729 p. Tudes S, Yigiter ND, (2010) Preparation of land use planning model using GIS based on AHP: case study Adana-Turkey. Bulletin of engineering geology and the environment, 69, 235-245.
  • Youd TL, Idriss I, Andrus R, Arango I, Castro G, Christian J, Dobry R, Finn WDL, Harder L, Jr, Hynes M, Ishihara K, Koester J, Liao S, Marcuson W, III, Martin G, Mitchell J, Moriwaki Y, Power M, Robertson P, Seed R, Stokoe KH, (2001) "Liquefaction Resistance of Soils: Summary Report from the 1996 NCEER and 1998 NCEER/NSF Workshops on Evaluation of Liquefaction Resistance of Soils." Journal of geotechnical and geoenvironmental engineering, 127, 817-833.
  • Youssef MA, Pradhan B, Tarabees E, (2011) Integrated evaluation of urban development suitability based on remote sensing and GIS techniques: contribution from the analytic hierarchy process. Arab J Geosci, 4, 463-473.
  • Zopounidis C, Doumpos M, (2002) Multicriteria classification and sorting methods: A literature review. Eu. J. Oper. Re., 138, 229–246. Wilson AG, (1970) Entropy in Urban and Regional Modelling. London: Pion.
There are 45 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Murat Kavurmaci This is me

Publication Date September 30, 2016
Acceptance Date September 19, 2016
Published in Issue Year 2016 Volume: 11 Issue: 3

Cite

APA Kavurmaci, M. (2016). Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey. Journal of International Environmental Application and Science, 11(3), 229-240.
AMA Kavurmaci M. Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey. J. Int. Environmental Application & Science. September 2016;11(3):229-240.
Chicago Kavurmaci, Murat. “Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey”. Journal of International Environmental Application and Science 11, no. 3 (September 2016): 229-40.
EndNote Kavurmaci M (September 1, 2016) Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey. Journal of International Environmental Application and Science 11 3 229–240.
IEEE M. Kavurmaci, “Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey”, J. Int. Environmental Application & Science, vol. 11, no. 3, pp. 229–240, 2016.
ISNAD Kavurmaci, Murat. “Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey”. Journal of International Environmental Application and Science 11/3 (September 2016), 229-240.
JAMA Kavurmaci M. Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey. J. Int. Environmental Application & Science. 2016;11:229–240.
MLA Kavurmaci, Murat. “Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey”. Journal of International Environmental Application and Science, vol. 11, no. 3, 2016, pp. 229-40.
Vancouver Kavurmaci M. Settlement Suitability Analysis Using Geographical Information System (GIS): A Case Study in Aksaray, Turkey. J. Int. Environmental Application & Science. 2016;11(3):229-40.

“Journal of International Environmental Application and Science”