The effect of weather on the severity of multi-vehicle crashes: a case study of Iran

被引:16
作者
Yazdani, Mirbahador [1 ]
Nassiri, Habibollah [2 ]
机构
[1] Imam Khomeini Int Univ, Fac Engn, Civil Engn Dept, Qazvin, Iran
[2] Sharif Univ Technol, Dept Civil Engn, Tehran, Iran
关键词
roads & highways; safety & hazards; weather; VEHICLE TRAFFIC ACCIDENTS; SPATIAL-ANALYSIS; INJURY SEVERITY; ROAD ACCIDENT; RISK-FACTORS; ENVIRONMENTAL-FACTORS; MODEL; SPEED; YOUNG;
D O I
10.1680/jtran.18.00080
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Traffic crashes are a social problem around the world and climate change is one of the major environmental factors that cause road crashes. The severity of multi-vehicle crashes under different weather conditions was investigated in this study. Crash data for three levels of crash severity (i.e. crashes involving property damage only (PDO), injury or fatality) from six highways in Iran were evaluated. Ordered logit models were selected for the analysis because of the ordinal nature of crash severity. The final model consists of seven independent variables: temperature below -7 degrees C, temperature above 19 degrees C, rainfall exceeding 5 mm/d, working day of the week, density (vehicles/km), roadside equipment and season of the year. These variables were found to have significant values at 0.95 confidence intervals. The model also showed that the probability of occurrence of a PDO crash is 77.5%, while the probability of occurrence of injury and fatal crashes are 18.9% and 3.6%, respectively.
引用
收藏
页码:333 / 342
页数:10
相关论文
共 46 条
[2]   Calibrating a real-time traffic crash-prediction model using archived weather and ITS traffic data [J].
Abdel-Aty, Mohamed A. ;
Pemmanaboina, Rajashekar .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2006, 7 (02) :167-174
[3]   Epidemiological patterns and risk factors of motorcycle injuries in Iran and Eastern Mediterranean Region countries: a systematic review [J].
Abedi, Leili ;
Sadeghi-Bazargani, Homayoun .
INTERNATIONAL JOURNAL OF INJURY CONTROL AND SAFETY PROMOTION, 2017, 24 (02) :263-270
[4]   Spatial analysis of fatal and injury crashes in Pennsylvania [J].
Aguero-Valverde, J ;
Jovanis, PP .
ACCIDENT ANALYSIS AND PREVENTION, 2006, 38 (03) :618-625
[5]  
[Anonymous], 1980, TRANSPORT RES REC
[6]   WIND-INDUCED ACCIDENTS OF ROAD VEHICLES [J].
BAKER, CJ ;
REYNOLDS, S .
ACCIDENT ANALYSIS AND PREVENTION, 1992, 24 (06) :559-575
[7]   Explaining the road accident risk: Weather effects [J].
Bergel-Hayat, Ruth ;
Debbarh, Mohammed ;
Antoniou, Constantinos ;
Yannis, George .
ACCIDENT ANALYSIS AND PREVENTION, 2013, 60 :456-465
[8]   Helmet laws and motorcycle rider death rates [J].
Branas, CC ;
Knudson, MM .
ACCIDENT ANALYSIS AND PREVENTION, 2001, 33 (05) :641-648
[9]   Studying the effect of weather conditions on daily crash counts using a discrete time-series model [J].
Brijs, Tom ;
Karlis, Dimitris ;
Wets, Geert .
ACCIDENT ANALYSIS AND PREVENTION, 2008, 40 (03) :1180-1190
[10]   RISK OF A ROAD ACCIDENT IN RAINY WEATHER [J].
BRODSKY, H ;
HAKKERT, AS .
ACCIDENT ANALYSIS AND PREVENTION, 1988, 20 (03) :161-176