City Transit Ridership Forecasting Based on Weather Conditions-Case Study of the Chicago Transit Authority (CTA)

机译：基于天气条件的城市公交乘客预测-以芝加哥公交管理局（CTA）为例

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Chicago Transit Authority (CTA) total ridership data is analysis considering weather data of the weekday. The results that lower temperature influences the transit ridership a lot and the influence reduces when the mean temperature goes higher are discovered. Different weather factors are analyzed to see how they affect the total ridership. In addition, a logistical regression model is generated based on the January 2014's weekday data.

机译：芝加哥运输管理局（CTA）的总乘客量数据是在考虑周日天气数据的情况下进行分析的。发现较低的温度对过境乘车的影响很大，而当平均温度升高时，影响减小。分析了不同的天气因素，以了解它们如何影响总的乘车率。此外，基于2014年1月的工作日数据生成了逻辑回归模型。

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《International conference on transportation engineering》|2015年|1773-1780|共8页
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Wenqiao Sun; Luyu Zhang;
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Transit forecasting; CTA; Weather condition;

机译：过境预测; CTA;气候条件;

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专利

1. Understanding Transit Ridership Demand for the Multidestination, Multimodal Transit Network in Atlanta, Georgia: Lessons for Increasing Rail Transit Choice Ridership while Maintaining Transit Dependent Bus Ridership [J] . Jeffrey Brown, Gregory Thompson, Torscha Bhattacharya, Urban Studies . 2014,第5期

机译：了解佐治亚州亚特兰大市的多目的地，多式联运网络对公交乘车的需求：增加铁路运输选择乘车人数，同时保持与公交有关的公交乘车者的经验教训
2. Mass Rapid Transit Ridership Forecast Based on Direct Ridership Models: A Case Study in Wuhan, China [J] . Ruili Guo, Zhengdong Huang Journal of advanced transportation . 2020,第2期

机译：基于直接乘坐模型的大众快速运输乘积预测 - 以武汉，中国案例研究
3. The effect of slow zones on ridership: An analysis of the Chicago Transit Authority "El" Blue Line [J] . Bernal Margarita, Welch Eric W., Sriraj P. S. Transportation Research . 2016,第may期

机译：慢速区域对乘车者的影响：芝加哥运输管理局“ El”蓝线的分析
4. City Transit Ridership Forecasting Based on Weather Conditions-Case Study of the Chicago Transit Authority (CTA) [C] . Wenqiao Sun, Luyu Zhang International conference on transportation engineering . 2015

机译：基于天气条件的城市过境搭乘预测 - 芝加哥过境管理局的案例研究（CTA）
5. The Buttke and Corradino methods for forecasting transit ridership: A comparison study of travel demand forecasting for a small community transit system. [D] . Smith, Francis Amodu. 2007

机译：Buttke和Corradino方法用于预测过境乘车人数：小型社区过境系统的出行需求预测的比较研究。
6. Impacts of public transit improvements on ridership and implications for physical activity in a low-density Canadian city [O] . Patricia A. Collins, Ajay Agarwal 2015

机译：在加拿大低密度城市公共交通的改善对乘车的影响以及对体育活动的影响
7. Study on the Transit Network Evaluation Method Based on the Transit Ridership Model [O] . Wu Zixiao, Shen Bo, Lv Dawei 2012

机译：基于公交乘务模型的公交网络评价方法研究
8. Consumer-Based Transit Pricing at the Chicago Transit Authority. Volume 2. MarketAnalysis of Choice of Method of Payment for CTA Riders [R] . Koppelman, F., Schofer, J. 1991

机译：芝加哥交通局的基于消费者的过境定价。第二卷市场对CTa车手付款方式选择的分析

City Transit Ridership Forecasting Based on Weather Conditions-Case Study of the Chicago Transit Authority (CTA)

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