Skip to main content
Log in

Spatial analysis of two-wheeled vehicles traffic crashes: Osmaniye in Turkey

  • Surveying and Geo-Spatial Information Engineering
  • Published:
KSCE Journal of Civil Engineering Aims and scope Submit manuscript

Abstract

To achieve a sustainable traffic management and sustainable transportation planning in urban areas one of the tools that can be used effectively is Geographic Information Systems. In Turkey Transportation Department under Civil Engineering deals with roads and railways which are open to public such as inner city and outer city traffic arrangements with General Directorate of Security. This paper aims to analyze road traffic accident distribution according to the vehicle types involved in the accidents for urban areas in sample of Osmaniye, Turkey. While chi-square test is used for non-spatial analysis kernel density, nearest neighbor distances and K-function analysis are applied to determine the existence of clustering and hotspots. The network statistics are executed through SANET (Spatial Analysis on a NETwork) V4.1 that runs on ArcMap 10 and for better visualization and understanding the analysis 3D analysis are generated in ArcScene 10. It is realized that the accidents involving two-wheeled vehicles have a high percentage in all accidents. Also the possible reasons to use two-wheeled vehicles at a high rate in the city center are searched by Location Quotient Technique. The importance of this study is to use GIS as a management system for accident analysis with statistical analysis methods.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bailey, T. C., and Gatrell, A. C. (1995). Interactive spatial data analysis, Essex, Longman.

    Google Scholar 

  • Binici, H., Temiz, H., Ar, N., and Gürün, D. K. (2005). Osmaniye’de kentleþme, Antalya Yöresi Mühendislik Problemleri Sempozyumu, Antalya, 2–24 September.

    Google Scholar 

  • Dai, D., Taquechel, E., Steward, J., and Strasser, S. (2010). “The impact of built environment on pedestrian crashes and the identification of crash clusters on an urban university campus.” Western Journal of Emergency Medicine, Vol. 11, No. 3, pp. 294–301, http://emorycenterforinjurycontrol.org/static/uploads/WestJEM-VolumeXI-Issue3-FINAL_8-20-10.pdf.

    Google Scholar 

  • DPT (2000). (Devlet Planlama Teşkilatı Müsteşarlığı- in English: The State Planning Organization). The report on Osmaniye, www.dpt.gov.tr/DocObjects/Download/8166/2000OSMAN YE.pdf.

    Google Scholar 

  • E-Sehir (2011). http://www.e-sehir.com/index.php?islem=iller&c=4.

  • Erdogan, S., Yilmaz, I., Baybura, T., and Gullu, M. (2008). “Geographical information systems aided traffic accident analysis system case study: City of Afyonkarahisar.” Accident Analysis and Prevention, Vol. 40, pp. 174–181, DOI: 10.1016/j.aap.2007.05.004.

    Article  Google Scholar 

  • GDPS and TURKSTAT (2012). Road motor vehicles statistics 2011, turkish statistical institute printing divison, Ankara, http://otokriter.com/wp-content/uploads/2012/01/Motorlu-Ara%C3%A7-Say%C4%B1s%C4%B1.pdf.

    Google Scholar 

  • Gundogdu, I. B. (2010). “Applying linear analysis methods to GISsupported procedures for preventing traffic accidents: Case study in Konya.” Safety Science, Vol. 48, pp. 763–769, DOI: 10.1016/j.ssci.2010.02.016.

    Article  Google Scholar 

  • ICMR (2009). “Development of feasibility modüle for road traffic injuries surveillance.” Indian Council of Medical Research Bulletin, Vol. 39, Nos. 10–12, pp. 41–50.

    Google Scholar 

  • Isserman, A. M. (1977). “The location quotient approach for estimating regional economic impacts.” Journal of the American Institute of Planners, Vol. 43, pp. 33–41. DOI: 10.1080/01944367708977758.

    Article  Google Scholar 

  • Jones, A. P., Langford, I. H., and Bentham, G. (1996). “The application of K-function analysis to the geographical distribution of road traffic accident outcomes in Norfolk, England.” Social Science and Medicine, Vol. 42, No. 6, pp. 879–885, DOI: 10.1016/0277-9536(95)00186-7.

    Article  Google Scholar 

  • Kaygısız, O., Duzgun, H.S., Akın, S. and Celik, Y. (2012). Coğrafi Bilgi Sistemleri Kullan larak Trafik Kazalar n n Zamansal ve Mekansal Analizi, Emniyet Genel Müdürlüğü ve Orta Doğu Teknik Üniversitesi, Ankara.

    Google Scholar 

  • Khan, A. M. and Tehreem, A. (2012). “Causes of road accidents in Pakistan.” Journal of Asian Development Studies, Vol. 1, No. 1, pp. 22–29.

    Google Scholar 

  • Kuo, P. F., Zeng, X., and Lord, D. (2011). “Guidelines for choosing hotspot analysis tools based on data characteristics, network restrictions, and time distributions.” 91 th Annual Meeting of The Transportation Research Board, Washington, D.C., 2011. https://ceprofs.civil.tamu.edu/dlord/Papers/Kuo_et_al._GIS_Guidelines.pdf.

    Google Scholar 

  • Larsen, M. A. (2010). Philadelphia traffic accident cluster analysis in his Master of Urban Spatial Analytics Capstone Project, Master of Urban Spatial Analytics Capstone Project. 2010. http://penniur.upenn.edu/uploads/media_items/larsen-capstone-musa.original.pdf. Accessed Jan. 07, 2013.

    Google Scholar 

  • Lloyd, C. D. (2010). Spatial data analysis-an introduction for GIS users, Oxford University Press, NewYork.

    Google Scholar 

  • Okabe, A., Okunuki, K., and Shiode, S. (2006). SANET: A toolbox for spatial analysis on a network. Geographical analysis, Vol. 38, pp. 57–66.

    Article  Google Scholar 

  • OKU (2009). (Osmaniye Korkut Ata University). Osmaniye İli SWOT Analizi, Hasret Ofset, Osmaniye.

    Google Scholar 

  • Oris, W. N. (2011). Spatial analysis of fatal automobile crashes in Kentucky, Faculty of Department of Geography and Geology, MSc Thesis/

    Google Scholar 

  • Osmaniye Belediyesi (2011). (Municipality of Osmaniye). Osmaniye Belediyesi Stratejik Plan 2007–2011, http://www.osmaniye-bld.gov.tr/tr/stratejik_plan.pdf.

    Google Scholar 

  • O’Sullivan, D. and Unwin, D. J. (2002). Geographic information analysis, John Wiley, Hoboken, New Jersey.

    Google Scholar 

  • Prasannakumar, V., Vijith, H., Charutha, R., and Geetha, N. (2011). “Spatio-temporal clustering of road accidents: GIS based analysis and assessment.” Procedia Social and Behavioral Sciences, Vol. 21, pp. 317–325, DOI: 10.1016/j.sbspro.2011.07.020.

    Article  Google Scholar 

  • SANET Team (2012). SANET: Spatial analysis along network, The Manual for SANET V4.1 Beta, http://sanet.csis.u-tokyo.ac.jp/download/manual_ver4.pdf.

    Google Scholar 

  • Schabenberger, O. and Gotway, C. A. (2005). Statistical methods for spatial data analysis, Chapman and Hall/CRC Press.

    MATH  Google Scholar 

  • Silverman, B. W. (1986). Density estimation for statistics and data analysis, Chapman Hall, London.

    Book  MATH  Google Scholar 

  • Steenberghen, T., Dufays, T., Thomas, I. and Flahaut, B. (2004). “Intraurban location and clustering of road accidents using GIS: A Belgian example.” International Journal of Geographical Information Science, Vol. 18, No. 2, pp. 169–181, DOI: 10.1080/13658810310001629619.

    Article  Google Scholar 

  • Taquechel, E. P. (2009). A spatial analysis of the relationship between pedestrian crash events and features of the built environment in downtown atlanta, MSc Thesis, Institute of Public Health, Georgia State University.

    Google Scholar 

  • TUIK (2011). (Türkiye statistik Kurumu-in English: Turkish Statistical Institute). http://tuikapp.tuik.gov.tr/adnksdagitapp/adnks.zul.

  • TUIK (2013). (Türkiye statistik Kurumu-in English: Turkish Statistical Institute). http://tuik.gov.tr. Accessed Jan.25, 2013.

  • Türkiye Rehberi (2012). http://www.turkiye-rehberi.net/osmaniye-haritasi.asp.

  • WHO (2004). World report on road traffic injury prevention, World Health Organization and The World Bank, Geneva.

    Google Scholar 

  • Yamada, I. and Thill, J. C. (2004). “Comparison of planar and network K-functions in traffic accident analysis.” Journal of Transport Geography, Vol. 12, pp. 149–158, DOI: 10.1016/j.jtrangeo.2003.10.006.

    Article  Google Scholar 

  • Kırklareli Governership, http://www.kirklareli.gov.tr/90planlama/90diger/dokuman/kb_illerin_sosyo_ekonomik_gelismislik_siralamasi_2012.pdf.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guler Yalcin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yalcin, G., Duzgun, H.S. Spatial analysis of two-wheeled vehicles traffic crashes: Osmaniye in Turkey. KSCE J Civ Eng 19, 2225–2232 (2015). https://doi.org/10.1007/s12205-015-0661-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12205-015-0661-0

Key words

Navigation