Identifying the effect of floods on transportation systems in desertic countries by estimation and comparison of two models: propensity score matching and difference-in-differences

IF 1.827 Q2 Earth and Planetary Sciences Arabian Journal of Geosciences Pub Date : 2024-08-17 DOI:10.1007/s12517-024-12050-y
Sharaf AlKheder
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Abstract

Transportation systems support economic activity by facilitating the mobility of people and goods. The main weather-related impact on the transportation industry is flooding, particularly due to heavy rainstorms. Therefore, considering the flooding in Kuwait that occurred in November 2018, this research aims to identify the effect of the floods on the transportation system by estimation and comparison of two models: propensity score matching and difference-in-differences. The impact of flooding has been verified for frequency, time of travel, and car expenses. The results showed that the parameters of the transportation system such as frequency of travel, its duration, and car expenses are significantly affected by the floods in a negative way. Moreover, floods are negatively associated with only two governates, which are Al Asimah Governate and Hawalli Governate. However, flood risk and expectation of flood severity have a significant positive impact on the flood experience. The propensity score matching was more reliable since it describes the data better. Based on experts’ opinion, the design of the roads is the main cause of flooding in Kuwait. It is recommended to construct precast box culvert to prevent floods.

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通过估算和比较两种模型:倾向得分匹配模型和差分模型,确定洪水对沙漠国家交通系统的影响
运输系统通过促进人员和货物的流动来支持经济活动。与天气有关的对运输业的主要影响是洪水,特别是由于暴雨造成的洪水。因此,考虑到 2018 年 11 月发生在科威特的洪灾,本研究旨在通过估计和比较两种模型:倾向得分匹配模型和差分模型,确定洪灾对交通系统的影响。洪水对出行频率、出行时间和汽车费用的影响已得到验证。结果表明,交通系统的参数,如出行频率、出行时间和汽车费用,都受到洪水的显著负面影响。此外,洪水仅与两个省(阿西玛省和哈瓦利省)呈负相关。然而,洪水风险和对洪水严重程度的预期对洪水体验有明显的积极影响。倾向得分匹配法更可靠,因为它能更好地描述数据。根据专家的意见,道路设计是造成科威特洪灾的主要原因。建议建造预制箱涵来防止洪水。
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来源期刊
Arabian Journal of Geosciences
Arabian Journal of Geosciences GEOSCIENCES, MULTIDISCIPLINARY-
自引率
0.00%
发文量
1587
审稿时长
6.7 months
期刊介绍: The Arabian Journal of Geosciences is the official journal of the Saudi Society for Geosciences and publishes peer-reviewed original and review articles on the entire range of Earth Science themes, focused on, but not limited to, those that have regional significance to the Middle East and the Euro-Mediterranean Zone. Key topics therefore include; geology, hydrogeology, earth system science, petroleum sciences, geophysics, seismology and crustal structures, tectonics, sedimentology, palaeontology, metamorphic and igneous petrology, natural hazards, environmental sciences and sustainable development, geoarchaeology, geomorphology, paleo-environment studies, oceanography, atmospheric sciences, GIS and remote sensing, geodesy, mineralogy, volcanology, geochemistry and metallogenesis.
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