title: An approach to accidents modeling based on compounds road environments.
abstract: The most common approach to study the influence of certain road features on accidents has been the consideration of uniform road segments characterized by a unique feature. However, when an accident is related to the road infrastructure, its cause is usually not a single characteristic but rather a complex combination of several characteristics. The main objective of this paper is to describe a methodology developed in order to consider the road as a complete environment by using compound road environments, overcoming the limitations inherented in considering only uniform road segments. The methodology consists of: dividing a sample of roads into segments; grouping them into quite homogeneous road environments using cluster analysis; and identifying the influence of skid resistance and texture depth on road accidents in each environment by using generalized linear models. The application of this methodology is demonstrated for eight roads. Based on real data from accidents and road characteristics, three compound road environments were established where the pavement surface properties significantly influence the occurrence of accidents. Results have showed clearly that road environments where braking maneuvers are more common or those with small radii of curvature and high speeds require higher skid resistance and texture depth as an important contribution to the accident prevention.
authors: Instituto Superior Técnico, Universidade Técnica de Lisboa, Av. Rovisco Pais 1, Lisbon, Portugal.
authors: Ana
authors: A
authors: Fernandes
authors: Jose
authors: J
authors: Neves
mesh_terms: D000056:Accident Prevention; D000063:Accidents, Traffic / Q000517:prevention & control / Q000706:statistics & numerical data; D016000:Cluster Analysis; D004779:Environment Design / Q000706:statistics & numerical data; D016014:Linear Models; D008962:Models, Theoretical; D009038:Motion