Before-and-After Empirical Bayes Evaluation of Achieving Bare Pavement using Anti-Icing on Urban Roads
Autor: | Maged Gouda, Karim El-Basyouny |
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Rok vydání: | 2020 |
Předmět: |
050210 logistics & transportation
Meteorology Mechanical Engineering 05 social sciences Winter storm Snow Bayes' theorem 0502 economics and business Environmental science 0501 psychology and cognitive sciences Winter maintenance 050107 human factors Civil and Structural Engineering Event (probability theory) Icing |
Zdroj: | Transportation Research Record: Journal of the Transportation Research Board. 2674:92-101 |
ISSN: | 2169-4052 0361-1981 |
DOI: | 10.1177/0361198120902995 |
Popis: | Canadian municipalities are increasingly choosing to achieve bare pavement (BP) for snow and ice control during fall/winter seasons. When a snowstorm event is forecasted, one strategy is to apply anti-icing chemicals to the pavement surface to prevent the snow and ice from forming a bond with the road surface. Such an approach facilitates a more efficient plowing operation and reduces the amount of deicing chemicals needed to achieve BP. This study assesses the safety performance of achieving BP using anti-icing compared with the traditional reactive winter road maintenance (WRM) approach on urban roads using the before-and-after Empirical Bayes technique. Results suggest that achieving BP significantly reduces all collision types and severities on midblocks with a reduction value in the range of 13.7% to 19.7%. Attaining BP at intersections was found to be very effective in reducing injury collisions with an estimated reduction of 12.5%. When sites were grouped based on a WRM priority-basis, it was found that anti-icing was effective for reducing the majority of collision types and severities at the different priority levels with reductions ranging from 8.7% to 49.83% on midblocks and between 5.37% and 13% at intersections. All reductions were statistically significant. The monetary benefits of the reductions in property-damage only and nonfatal injury collisions were estimated at 60 million Canadian dollars using a 1.92% interest rate and a 2-year service life. These findings provide unequivocal evidence that achieving BP using anti-icing can lead to significant societal safety benefits that economically translate to huge collision cost savings. |
Databáze: | OpenAIRE |
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