Scipediacontent: Scipediacontent moved page Draft Content 589589270 to Tian et al 2020a

2021-02-15T09:55:56Z

Scipediacontent moved page Draft Content 589589270 to Tian et al 2020a

Scipediacontent: Created page with " == Abstract == Adverse weathers are well-known to impact the operation of transportation systems, including taxis. This paper utilizes taxi GPS waypoint data to investigate..."

2021-02-15T09:55:53Z

Created page with " == Abstract == Adverse weathers are well-known to impact the operation of transportation systems, including taxis. This paper utilizes taxi GPS waypoint data to investigate..."

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== Abstract ==

Adverse weathers are well-known to impact the operation of transportation systems, including taxis. This paper utilizes taxi GPS waypoint data to investigate the quantitative impact of rainfall on taxi hailing and taxi operations to help improve service quality on rainy days. Through statistical analysis, the study proves that it is more difficult to hail taxis on rainy days, especially during morning peak hours. By modelling the difference value of factors for rainfall and nonrainfall conditions in a multivariate regression model and attaining the significance and elasticity of each factor, passenger demand, taxi supply, search time and velocity are proved to be the significant factors that lower the taxis’ level of service on rainy days. Among them, the number of passengers and taxis are two factors that have the greatest impact. It is also shown that there is no significant difference in the total taxi supply and passenger demand between rainfall and nonrainfall conditions, but a dramatic change in the spatial distribution is discovered. The results suggest that instead of simply providing more taxis on rainy days, optimally dispatching taxicabs to high demand regions can be a more effective solution.

Document type: Article

== Full document ==
<pdf>Media:Draft_Content_589589270-beopen822-9863-document.pdf</pdf>

== Original document ==

The different versions of the original document can be found in:

* [http://downloads.hindawi.com/journals/jat/2020/7081628.pdf http://downloads.hindawi.com/journals/jat/2020/7081628.pdf] under the license https://creativecommons.org/licenses/by

* [http://dx.doi.org/10.1155/2020/7081628 http://dx.doi.org/10.1155/2020/7081628] under the license cc-by

* [http://dx.doi.org/10.13140/rg.2.2.18124.56964 http://dx.doi.org/10.13140/rg.2.2.18124.56964] under the license http://creativecommons.org/licenses/by/4.0

* [http://downloads.hindawi.com/journals/jat/2020/7081628.pdf http://downloads.hindawi.com/journals/jat/2020/7081628.pdf],
: [http://downloads.hindawi.com/journals/jat/2020/7081628.xml http://downloads.hindawi.com/journals/jat/2020/7081628.xml],
: [http://dx.doi.org/10.1155/2020/7081628 http://dx.doi.org/10.1155/2020/7081628]

* [http://dx.doi.org/10.1155/2020/7081628 http://dx.doi.org/10.1155/2020/7081628],
: [https://doaj.org/toc/0197-6729 https://doaj.org/toc/0197-6729],
: [https://doaj.org/toc/2042-3195 https://doaj.org/toc/2042-3195] under the license http://creativecommons.org/licenses/by/4.0/

* [https://www.hindawi.com/journals/jat/2020/7081628 https://www.hindawi.com/journals/jat/2020/7081628],
: [http://downloads.hindawi.com/journals/jat/2020/7081628.pdf http://downloads.hindawi.com/journals/jat/2020/7081628.pdf],
: [https://trid.trb.org/view/1680619 https://trid.trb.org/view/1680619],
: [https://academic.microsoft.com/#/detail/2999524808 https://academic.microsoft.com/#/detail/2999524808]

DOIS: 10.1155/2020/7081628 10.13140/rg.2.2.18124.56964

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Tian et al 2020a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 589589270 to Tian et al 2020a

Scipediacontent: Created page with " == Abstract == Adverse weathers are well-known to impact the operation of transportation systems, including taxis. This paper utilizes taxi GPS waypoint data to investigate..."