The Impact of Rainfall and Temperature on Peak and Off-Peak Urban Traffic

Aniekan Essien, Ilias Petrounias, Pedro Sampaio, Sandra Sampaio

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Abstract

This paper focuses on quantifying the effect of rainfall and temperature intensities on urban traffic characteristics in peak and off-peak respectively hours using traffic data from Greater Manchester, UK, as a case study. Three broader issues are addressed: (1) the impact of rainfall on urban traffic; (2) the impact of rainfall intensity on traffic flow parameters at both peak and off-peak periods; (3) the impact of atmospheric temperature level on peak and off-peak urban traffic. Our contribution arises both from the combination of data sources included in the study as well as the separate analyses of peak and off-peak weather effects on traffic. This is the first study undertaken in a real urban environment with reduced operating speed (30mph). This research can provide urban traffic policymakers with crucial information that can be used to modify or develop traffic planning decisions in order to maximize the traffic network utilization.
Original languageEnglish
Title of host publicationDatabase and Expert Systems Applications
Subtitle of host publication28th International Conference, DEXA 2018, Regensburg, Germany.
PublisherSpringer Nature
Pages399-407
Number of pages8
ISBN (Electronic)978-3-319-98812-2
ISBN (Print)978-3-319-98811-5
DOIs
Publication statusPublished - 2018

Publication series

NameLecture Notes in Computer Science
PublisherSpringer

Keywords

  • Traffic Analytics, Traffic Flow Analysis, Data Science.

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