全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Including Accident Information in Automatic Bicycle Route Planning for Urban Areas

DOI: 10.1155/2011/362817

Full-Text   Cite this paper   Add to My Lib

Abstract:

Between 2005 and 2007 there were 9071 traffic accidents involving bicycles within London and this paper demonstrates the utility of Geographic Information Systems as a tool for analysing and visualising these occurrences. Through linkage of these spatial locations to a street network dataset it was possible to create a variety of intelligence about the types of street infrastructure where accidents predominantly occur. Additionally, a network routing algorithm was adapted to account for the frequency of accidents within a series of proposed journeys. This pilot routing application compared the quickest route with an accident avoidance weighted route between a series of origins and destinations. The results demonstrated that the routes avoiding areas of high accident volume did not increase journey length significantly; however they did provide a “safer” route based on empirical evidence over the volume of accident locations. 1. Introduction Cycling has grown in popularity as a method of travel in London over the past ten years, with Transport for London (TFL) estimating that around 2% of all journeys are now being made by bicycle which is a rise of 0.8% since the year 2000 [1]. Although in percentage terms this is small when compared to all other modes of available travel, this does however equate to 545,000 individual daily bicycle journeys [2]. The choice of whether to cycle or not is complex, and there is a plethora of literature that identifies numerous influencing factors associated with this decision making process. The literature on this area is comprehensively reviewed elsewhere, and as such will not be repeated here [3]. This paper concerns the spatial analysis of data detailing the locations of all cycling accidents in London between 2005 and 2007. These data define an accident as those cycling incidences involving a personal injury, occurring on a public highway and consequently being reported to the police. During the 2005–2007 time period there were a total of 9071 such accidents in London, with accidents rising from 2977 in 2005 to 3058 in 2007 (~2.7% increase). Of those accidents occurring in 2007, 461 resulted in the road user being killed or seriously injured [4]. The aim of this study is to create a series of maps which represent the spatial concentration of accidents occurring within the London street network and to further use this information to inform a pilot automated service that provides cycle routing options which avoid areas of recorded high accident volumes. There is much previous international literature related to cycling

References

[1]  TFL, “Travel in London—key trends and developments report number 1,” in London, TF, London, UK, 2009.
[2]  TFL, “Mayor kick-starts London's cycling revolution with a packed summer of events,” in London, TF, London, UK, 2009.
[3]  J. D. Hunt and J. E. Abraham, “Influences on bicycle use,” Transportation, vol. 34, no. 4, pp. 453–470, 2007.
[4]  DFT, “Road casualties great Britain: 2007 annual report,” in Transport, DFT, London, UK, 2008.
[5]  P. G?rder, L. Leden, and T. Thedéen, “Safety implications of bicycle paths at signalized intersections,” Accident Analysis and Prevention, vol. 26, no. 4, pp. 429–439, 1994.
[6]  Y. Wang and N. L. Nihan, “Estimating the risk of collisions between bicycles and motor vehicles at signalized intersections,” Accident Analysis and Prevention, vol. 36, no. 3, pp. 313–321, 2004.
[7]  L. Aultman-Hall, F. L. Hall, and B. B. Baetz, “Analysis of bicycle commuter routes using geographic information systems: implications for bicycle planning,” Transportation Research Record, no. 1578, pp. 102–110, 1997.
[8]  E. Eilert-Petersson and L. Schelp, “An epidemiological study of bicycle-related injuries,” Accident Analysis and Prevention, vol. 29, no. 3, pp. 363–372, 1997.
[9]  L. Aultman-Hall and M. G. Kaltenecker, “Toronto bicycle commuter safety rates,” Accident Analysis and Prevention, vol. 31, no. 6, pp. 675–686, 1999.
[10]  M. Rasanen and H. Summala, “Car drivers' adjustments to cyclists at roundabouts,” Transportation Human Factors, vol. 2, no. 1, pp. 1–17, 2000.
[11]  T. Hels and I. Orozova-Bekkevold, “The effect of roundabout design features on cyclist accident rate,” Accident Analysis and Prevention, vol. 39, no. 2, pp. 300–307, 2007.
[12]  P. G?rder, L. Leden, and U. Pulkkinen, “Measuring the safety effect of raised bicycle crossings using a new research methodology,” Transportation Research Record, no. 1636, pp. 64–70, 1998.
[13]  M. Stone and J. Broughton, “Getting off your bike: cycling accidents in Great Britain in 1990–1999,” Accident Analysis and Prevention, vol. 35, no. 4, pp. 549–556, 2003.
[14]  R. B. Noland and M. A. Quddus, “Congestion and safety: a spatial analysis of London,” Transportation Research Part A, vol. 39, no. 7-9, pp. 737–754, 2005.
[15]  R. B. Noland and M. A. Quddus, “A spatially disaggregate analysis of road casualties in England,” Accident Analysis and Prevention, vol. 36, no. 6, pp. 973–984, 2004.
[16]  G. B. Rodgers, “Bicyclist deaths and fatality risk patterns,” Accident Analysis and Prevention, vol. 27, no. 2, pp. 215–223, 1995.
[17]  B. W. Landis, V. R. Vattikuti, and M. T. Brannick, “Real-time human perceptions: toward a bicycle level of service,” Transportation Research Record, no. 1578, pp. 119–131, 1997.
[18]  M. Hillman and D. Morgan, Cycling Towards Health & Safety, BMJ Books, London, UK, 1992.
[19]  P. Hopkinson and M. Wardman, “Evaluating the demand for new cycle facilities,” Transport Policy, vol. 3, no. 4, pp. 241–249, 1996.
[20]  M. M?ller and T. Hels, “Cyclists' perception of risk in roundabouts,” Accident Analysis and Prevention, vol. 40, no. 3, pp. 1055–1062, 2008.
[21]  G. Vandenbulcke, I. Thomas, B. de Geus et al., “Mapping bicycle use and the risk of accidents for commuters who cycle to work in Belgium,” Transport Policy, vol. 16, no. 2, pp. 77–87, 2009.
[22]  ROSPA, Cycling Accidents—Facts and Figures—March 2009, The Royal Society for the Prevention of Accidents, Birmingham, UK, 2009.
[23]  J. Adams, Risk, UCL Press, London, UK, 1995.
[24]  P. A. Longley, M. F. Goodchild, D. J. Maguire, and D. W. Rhind, Geographic Information Systems and Science, John Wiley & Sons, Chichester, UK, 2nd edition, 2005.
[25]  M. Dodge, M. Mcderby, and M. Turner, Geographic Visualization: Concepts, Tool and Applications, John Wiley & Sons, Chichester, UK, 2008.
[26]  T. Anderson, “Comparison of spatial methods for measuring road accident “hotspots”: a case study of london,” Journal of Maps, vol. 2007, pp. 55–63, 2007.
[27]  S. Openshaw, The Modifiable Areal Unit Problem, Geo Books, Norwich, UK, 1984.
[28]  M. Tranmer and D. G. Steel, “Using census data to investigate the causes of the ecological fallacy,” Environment and Planning A, vol. 30, no. 5, pp. 817–831, 1998.
[29]  M. McCarthy and K. Gilbert, “Cyclist road deaths in London 1985–1992: drivers, vehicles, manoeuvres and injuries,” Accident Analysis and Prevention, vol. 28, no. 2, pp. 275–279, 1996.
[30]  T. Hyodo, N. Suzuki, and K. Takahashi, “Modeling of bicycle route and destination choice behavior for bicycle road network plan,” Transportation Research Record, no. 1705, pp. 70–76, 2000.
[31]  M. A. Stinson and C. R. Bhat, “Commuter bicyclist route choice: analysis using a stated preference survey,” Transportation Research Record, no. 1828, pp. 107–115, 2003.
[32]  E. W. Dijkstra, “A note on two problems in connexion with graphs,” Numerische Mathematik, vol. 1, no. 1, pp. 269–271, 1959.
[33]  TFL, Thames Gateway Bridge Inquiry Note—Length of Cycle Trips in London, Transport for London, London, UK, 2006.

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133

WeChat 1538708413