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Evaluation, Classification, and Influential Factors Analysis of Traffic Congestion in Chinese Cities Using the Online Map Data
المؤلفون المشاركون
Changzhi, Bian
Yuan, Changwei
Kuang, Wenbo
Wu, Dayong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-09-25
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
This study proposes a new method to describe, compare, and classify the traffic congestion states in 23 Chinese cities using the online map data and further reveals the influential factors that may affect them.
First, the real-time traffic congestion information is obtained from the online map of AutoNavi in a 15-minute interval.
Next, a new measuring index is introduced to describe the overall characterization of congestion patterns in each city based on online map data, which is named as the congestion ratio.
The next analysis is the cluster analysis based on the temporal distribution of the congestion ratio, which helps to identify groups of the selected cities with similar traffic congestion states.
These cities are categorized as four groups according to the severity of traffic congestion: severely congested, less severely congested, amble, and smooth cities.
Lastly, multiple linear regression models are developed to identify the primary factors that affect the congestion ratio.
The result shows that the influences of per capita road area, car ownership, and vehicle miles traveled (VMT) on the congestion ratio are significant.
Sensitivity analyses are also implemented in order to reveal more effective policy measures in mitigating traffic congestion in urban areas.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Changzhi, Bian& Yuan, Changwei& Kuang, Wenbo& Wu, Dayong. 2016. Evaluation, Classification, and Influential Factors Analysis of Traffic Congestion in Chinese Cities Using the Online Map Data. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1111778
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Changzhi, Bian…[et al.]. Evaluation, Classification, and Influential Factors Analysis of Traffic Congestion in Chinese Cities Using the Online Map Data. Mathematical Problems in Engineering No. 2016 (2016), pp.1-10.
https://search.emarefa.net/detail/BIM-1111778
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Changzhi, Bian& Yuan, Changwei& Kuang, Wenbo& Wu, Dayong. Evaluation, Classification, and Influential Factors Analysis of Traffic Congestion in Chinese Cities Using the Online Map Data. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1111778
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1111778
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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