DOI QR코드

DOI QR Code

Development of Traffic Accident Models at Rural Signalized Intersections by Day and Night

지방부 신호교차로 주·야간 교통사고 예측모형 개발 및 비교 분석

  • 이근희 (한양대학교 도시대학원) ;
  • 정상운 (한양대학교 도시대학원) ;
  • 박민호 (한국건설기술연구원 도로연구소) ;
  • 이동민 (서울시립대학교 교통공학과) ;
  • 노정현 (한양대학교 도시대학원)
  • Received : 2015.04.16
  • Accepted : 2015.05.25
  • Published : 2015.06.15

Abstract

PURPOSES : The purposes of this study are to compare the day and night characteristics and to develop the models of traffic accidents. in Rural Signalized Intersections METHODS : To develop day and night traffic accident models using the Negative Binomial Model, which was constructed for 156 signalized intersections of rural areas, through field investigations and casualty data from the National Police Agency. RESULTS : Among a total of 17 variances, the daytime traffic accident estimate models identified a total of 9 influence factors of traffic accidents. In the case of nighttime traffic accident models, 11 influence factors of traffic accidents were identified. CONCLUSIONS : By comparing the two models, it was determined that the number of main roads was an independent factor for daytime accidents. For nighttime accidents, several factors were independently involved, including the number of entrances to sub-roads, whether left turn lanes existed in major roads, the distances of pedestrian crossings to main roads and sub-roads, lighting facilities, and others. It was apparent that if the same situation arises, the probability of an accident occurring at night is higher than during the day because the speed of travel through intersections in rural areas is somewhat higher at night than during the day.

Keywords

References

  1. Hoong Chor Chin, Mohammed Abdul Quddus(2001), "Appyling the random effect negative binomial model to examine traffic accident occurrence at signalized intersection", Accident Analysis & Prevention, Vol.35, No.2, pp.253-259. https://doi.org/10.1016/S0001-4575(02)00003-9
  2. Highway Safety Manual Knowledge Base(2009), NCHRP 17-27.
  3. James A. Bonneson(1993), "Estimation of safety at two-way stopcontrolled intersections on rural highway", Transportation Research Record 1401, pp.83-89.
  4. Jovanis P.P. and Chang, H.L. (1986), "Modeling the Relationship of accidents to miles traveled", Transportation Research Record: Journal of the Transportation Research Board, 1068, pp. 42-51.
  5. Kim ec, Lee dm, Kim eh, 2008. Development of traffic accident frequency model for evaluation safety at rural signalized intersections. International Journal of Highway Engineering v.10, no.4, 53-63.(김응철, 이동민, 김도훈, 2008, 지방부 신호교차로 안전성 판단을 위한 사고예측모형 개발 한국도로학회논문집 v.10, no.4, 53-63)
  6. Kim, Kyunghwan, Park, Byungho, 2010. Developing the Accident Models on the Arterial Link Sections in Cheongju, International Journal of Korea Planners Association, Vol. 45. 153-164.(김경환, 박병호, 2010. 청주시 가로구간의 교통사고모형 개발, 한국국토도시계획학회논문집, Vol. 45, 153-164)
  7. Lee, Dongmin, Kim, dohoon, Sung, nakmoon, 2009. Development of a Accident Frequency Prediction Model at Rural Multi-Lane Highways, International Journal of Korean society transporttion,, Vol. 27. 207-215.(이동민, 김도훈, 성낙문, 2009. 지방부 다차로 도로구간에서의 사고 예측모형 개발 (대도시권 외곽 및 구릉지 특성의 도로구간 중심으로), 대한교통학회지, Vol. 27, 207-215)
  8. Lim, junbum, Lee, soobum, Kim, junki, Kim, junghyun, 2014. A Development of Traffic Accident Estimation Model by Random Parameter Negative Binomial Model: Focus on Multilane Rural Highway, International Journal of Korean society transporttion, Vol. 32. 662-674.(임준범, 이수범, 김준기, 김정현, 2014. 확률모수를 이용한 교통사고예측모형 개발: 지방부 다차로 도로를 중심으로, 대한교통학회논문집, Vol. 32, 662-674.) https://doi.org/10.7470/jkst.2014.32.6.662
  9. Oh, Jutaek, Yun, ilsoo, Hwang jeongwon, Han, eum, 2014. A Comparative Study On Accident Prediction Model Using Nonlinear Regression And Artificial Neural Network, Structural Equation for Rural 4-Legged Intersection, International Journal of Korean society transporttion, Vol. 32. 266-279.(오주택, 윤일수, 황정원, 한음, 2014. 비선형 회귀분석, 인공신경망, 구조방정식을 이용한 지방부 4지 신호교차로 교통사고 예측모형 성능 비교 연구, 대한교통학회지논문집, Vol. 32, 266-279) https://doi.org/10.7470/jkst.2014.32.3.266
  10. Park, Byungho, Han, sangook, Park, jungsoon, 2007. Comparative Analysis on the Characteristics and Models df Traffic Accidents by Time Range in the Case of Cheongju 4-legged Signalized Intersections, Korean society transporttion.(박병호, 한상욱, 박정순, 2007. 시간대에 따른 교통사고 특성 및 교통사고모형 비교분석 (청주시 4지 신호교차로를 중심으로), 대한교통학회 57회 학술발표대회)
  11. Park, heahyo, 2006. A Study on Development of Traffic Accident Prediction Model by Regional Characteristics, master degree of myung-ji uni.(박혜효, 2006. 지특성에 따른 교통사고 예측모형 개발에 관한 연구, 명지대학교 석사학위논문)
  12. Park, Jeayoung, 2011. Development of Macroscopic Traffic Accident Analysis Model by Regional Characteristic, master degree of seoul national uni(박재영, 2011. 지역적 특성을 반영한 거시적 교통사고 분석모형 개발, 서울시립대학교 석사학위논문)
  13. Park M. H., Noh, K. S, Kim, J.M.(2014), "Relationship Between Accidents and Non-homogeneous Geometrics: Main Line Sections on Interstate", J. Korean Soc. Transp. Vol.32, No.2, pp.170-178, 2014.(박민호, 노관섭, 김종민, 2014. 기하구조의 비동질성을 고려한 교통사고와의 관계 : 고속도로 본선구간을 중심으로, 대한교통학회, Vol. 32, 170-178) https://doi.org/10.7470/jkst.2014.32.2.170
  14. Park M. H.(2013), "Relationship between Interstate Highway Accidents and Heterogeneous Geometrics by Random Parameter Negative Binomial Model - A case of Interstate Highway in Washington State, USA", J. Korea Soc. of Civil Eng., Vol.33, No.6, pp.2437-2445.(박민호, 2013. 확률적 모수를 고려한 음이항모형에 의한 교통사고와 기하구조와의 관계 : 미국 워싱턴 주(州) 고속도로를 중심으로, 대한토목학회, Vol. 33, 2437-2445) https://doi.org/10.12652/Ksce.2013.33.6.2437
  15. Poch, M. and Mannering, F. (1996). "Negative Binomial Analysis of Intersection-Accident Frequencies." J. Transp. Eng., 122(2), 105-113. https://doi.org/10.1061/(ASCE)0733-947X(1996)122:2(105)
  16. Sarath C. Joshua and Nicholas J. Garber (1990), "Estimating truck accident rate and involvements using linear and Poisson regression models", Transportation Planning and Technology, Vol. 15, No. 1, pp.41-58. https://doi.org/10.1080/03081069008717439
  17. Stamatiadis, N., Hedges, A., and Kirk, A(2015), "A Simulation-based Approach in Determing Permitted Left-turn Capacities", Transportation Research Part C(online version).
  18. Yoo, dooseon, Oh, sangjin, Kim, taeyoung, Park, byungho, 2008. Comparative Analysis on the Characteristics and Models of Traffic Accidents by Day and Nighttime in the Case of Cheongju 4-legged Signalized Intersections, International Journal of Highway Engineering, Vol. 3. 332-339.(유두선, 오상진, 김태영, 박병호, 2008. 주.야간 교통사고의 특성 및 사고모형 비교분석 : 청주시 4지 신호교차로를 중심으로, 대한토목학회, Vol. 28, 181-189)