کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7500890 | 1485891 | 2014 | 13 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Climate change modeling and the weather-related road accidents in Canada
ترجمه فارسی عنوان
مدلسازی تغییرات اقلیمی و حوادث جادهای مربوط به آب و هوا در کانادا
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کلمات کلیدی
شدت حادثه، تغییر آب و هوا، مدل آب و هوا جهانی، مقیاس آماری، رگرسیون دو طرفه منفی، رگرسیون پواسون،
موضوعات مرتبط
علوم زیستی و بیوفناوری
علوم محیط زیست
علوم زیست محیطی (عمومی)
چکیده انگلیسی
The objective of this research is to study the impact of climate change on the hazardous weather-related road accidents in the New Brunswick, Canada. We develop an Exposure to Weather-Accident Severity (EWAS) index multiplying accident and weather severity. The Negative Binomial Regression and Poisson regression models are applied to estimate the spatial-temporal relationship between the EWAS index and weather-related explanatory variables of road accidents. The regression results show that the surface-weather condition, weather, driver's gender, weather-driver's age, weather-driver's experience, and weather-vehicle's age have strong positive correlation with the EWAS index, while the surface-road alignment and surface-road characteristics have negative relationship with the EWAS index. The climate change model also indicates that the number of accidents declines during snowy and freezing days-most people stay at home and those who travel extra cautious-accidents do occur. The study suggests that the Road Safety Strategy 2015 of the Transport Canada should take a holistic approach to help minimize the incidences of severe road accident during the normal as well as hazardous weather conditions.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Transportation Research Part D: Transport and Environment - Volume 32, October 2014, Pages 171-183
Journal: Transportation Research Part D: Transport and Environment - Volume 32, October 2014, Pages 171-183
نویسندگان
Md. Shohel Reza Amin, Alireza Zareie, Luis E. Amador-Jiménez,