Abstract
Meteorological conditions have become one of the major factors that influence the frequency and severity of motor vehicle collisions in urban environments. In Kuwait, more than 60,000 accidents occur each year, and about 500 people are killed annually on the roads. This paper is intended to investigate the impact of meteorological conditions on traffic accidents in Kuwait. Stochastic models are developed to analyze and examine the influence of meteorological conditions on the level of road accidents. Normal and lognormal probability densities and their associated cumulative density functions are used to model the meteorological conditions in four different seasons. The results indicate that the most influential meteorological condition that causes accidents is temperature during the fall, spring, and winter seasons. In the summer, wind speed is identified as the most influential factor that accounts for the increased road accidents, with temperature as the second highest meteorological condition affecting accidents. Wind speed and humidity are also found to have significant influence on accident level, following temperature in the fall and winter seasons, respectively. Correlation analyses were also applied and supported the findings obtained using stochastic analyses. The results of this study may help local authorities to reduce the number of accidents and help save people lives.
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References
Andersson AK, Chapman L (2011) The impact of climate change on winter road maintenance and traffic accidents in West Midlands, UK. Accid Anal Prev 43:284–289
Branas C, Knudson M (2001) Helmet laws and motorcycle rider death rates. Accid Anal Prev 33(5):641–648
Brijsy T, Karlisz D, Wets G (2008) Studying the effect of weather conditions on daily crash counts using a discrete time series model. Accid Anal Prev 40:1180–1190
Brown B, Baass K (1997) Seasonal variation in frequencies and rates of highway accidents as function of severity. Transp Res Rec 1581:59–65
Codling PJ (1974) Weather and road accidents. In: Taylor JA (ed) Climatic resources and economic activity. David & Charles Holdings, Newton Abbot, pp 205–222
Cromley EK (2007) Risk factors contributing to motor vehicle collisions in an environment of uncertainty. Stoch Environ Res Risk Assess 21:473–486
Dhondt S, Xuan Q, Van H, Herns L (2011) Environmental health impacts of mobility and transport in Hai Phong, Vietnam. Stoch Environ Res Risk Assess 25:363–376
Edwards JB (1996) Weather-related road accidents in England and Wales: a spatial analysis. J Transp Geogr 4:201–212
Elvik R (2000) Which are the relevant costs and benefits of road safety measures designed for pedestrians and cyclists? Accid Anal Prev 32(1):37–45
Fletcher M, Mckay N, Forbes C (1967) Motor car driving and the heart rate. Br Med J 18:406–412
Fridstrom L, Ingebrigtsen S (1991) An aggregate accident model based on pooled, regional time-series data. Accid Anal Prev 23(5):363–378
Fridstrom L, Ifver J, Ingebrigtsen S, Kulmala R, Thomsen L (1995) Measuring the contribution of randomness, exposure, weather, and daylight to the variation in road accident counts. Accid Anal Prev 27(1):1–20
Hanson J, Klussel L, Svensson G, Wikstrom B (1995) Arbet Smiljon last bilshytter. Arb och Halsa, Stockholm, p. 104
Honsbeen J, Diekerstic C, Karpana B, Noact T (1987) Effects of heat on visual acuity. Ergonomics 27(2):1239–1246
Jung S, Qin X, Noyce DA (2010) Rainfall effect on single-vehicle crash severities using polychotomous response models. Accid Anal Prev 42:213–224
Keay K, Simmonds I (2006) Road accidents and rainfall in a large Australian city. Accid Anal Prev 38(3):445–454
Koetse MJ, Rietveld P (2009) The impact of climate change and weather on transport: an overview of empirical findings. Transp Res Part D 14:201–205
Lu C, Tsai C (2008) The effects of safety climate on vessel accidents in the container shipping context. Accid Anal Prev 40:594–601
Mackie R, O’Hanlon M (1974) A study of heat, noise and vibration in relation to driver performance and psychological status. Report 1735, Human Factors Research Inc., Santa Barbara Park
McDonald N (1984) Fatigue, safety and the truck driver. Taylor & Francis, London
Ministry of Health the State of Kuwait (2002) Annual statistical abstract, 39th edn.
Montgomery DC (1997) Introduction to statistical quality control, 3rd edn. Wiley, US
Palutikof JP (1991) Road accidents and weather. In: Perry AH, Symons LJ (eds) Highway meteorology. E & FN Spon, London
Rashed A (1982) A report on car accidents. Secretariat, Ministers of Health Council, Gulf Arab Countries
Satterthwatte S (1976) An assessment of seasonal and weather effects on the frequency of road accidents in California. Acc Anal Prev 8:87–96
Shanks N, Ansur M, Altalai D (1994) Road traffic accidents in Saudi Arabia. Public Health 108(1):27–34
Songchitruksa P, Balke KN (2006) Assessing weather, environment, and loop data for real-time freeway incident prediction. Transp Res Rec 1959:105–113
Vinodkumar MN, Bhasi M (2009) Safety climate factors and its relationship with accidents and personal attributes in the chemical industry. Saf Sci 47:659–667
Vyazitskiy P, Kumanichkin S (1970) The effect of hypodynamia on external respiration under various microclimatic conditions. Voen Med Zh 7:38
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Al-Harbi, M., Yassin, M.F. & Bin Shams, M. Stochastic modeling of the impact of meteorological conditions on road traffic accidents. Stoch Environ Res Risk Assess 26, 739–750 (2012). https://doi.org/10.1007/s00477-012-0584-y
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DOI: https://doi.org/10.1007/s00477-012-0584-y