The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden

This paper investigates the influence of weather on the Swedish people’s mode choice decision in different seasons and regions using a long term series of the Swedish National Transport Survey datasets (NTS) and weather data from the Swedish Meteorological and Hydrological Institute (SMHI). The weat...

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Published in:Transport Policy
Main Authors: Liu, Chengxi, Susilo, Yusak O, Karlström, Anders
Format: Text
Language:unknown
Published: World Transit Research 2015
Subjects:
Online Access:https://www.worldtransitresearch.info/research/5558
https://doi.org/10.1016/j.tranpol.2015.01.001
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spelling ftmonashits:oai:www.worldtransitresearch.info:research-6726 2023-06-06T11:57:53+02:00 The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden Liu, Chengxi Susilo, Yusak O Karlström, Anders 2015-01-01T08:00:00Z https://www.worldtransitresearch.info/research/5558 https://doi.org/10.1016/j.tranpol.2015.01.001 unknown World Transit Research https://www.worldtransitresearch.info/research/5558 http://dx.doi.org/10.1016/j.tranpol.2015.01.001 Permission to publish the abstract has been given by Elsevier, copyright remains with them. World Transit Research Weather changes Regional and seasonal variability Travel mode choice Marginal effects place - europe ridership - mode choice ridership - perceptions ridership - behaviour planning - surveys text 2015 ftmonashits https://doi.org/10.1016/j.tranpol.2015.01.001 2023-04-17T08:17:31Z This paper investigates the influence of weather on the Swedish people’s mode choice decision in different seasons and regions using a long term series of the Swedish National Transport Survey datasets (NTS) and weather data from the Swedish Meteorological and Hydrological Institute (SMHI). The weather data includes mean of daily temperature, amount of rain precipitation and road surface condition. The daily mean temperature is normalised based on each region and season and classified into five categories as ‘very cold’, ‘cold’, ‘normal’, ‘warm’, and ‘very warm’. This normalisation approach enables us to investigate the impact of individual’s heterogeneity in perceiving regional and seasonal variability of temperature. The impacts of these weather indicators’ variability on individual’s mode choice is investigated with multinomial logit models. The results show that the impacts of weather differ in different seasons and different regions. Pedestrians’ perception of variation of temperature differs between those in the northern Sweden and those in the central and southern Sweden. Such perception also differs in summer and in spring and autumn. Similarly, northern Sweden cyclists are more aware of temperature variation than cyclists in the central and southern Sweden in spring and autumn when temperature changes significantly. The influence of temperature variation on motorised modes also varies among seasons and regions. However, the trend is less straightforward than that on non-motorised modes. The findings highlight the importance to incorporate individual and regional unique anticipation and adaptations behaviours within our policy design and infrastructure management. Text Northern Sweden Monash University, Institute of Transport Studies: World Transit Research (WTR) Transport Policy 41 147 158
institution Open Polar
collection Monash University, Institute of Transport Studies: World Transit Research (WTR)
op_collection_id ftmonashits
language unknown
topic Weather changes
Regional and seasonal variability
Travel mode choice
Marginal effects
place - europe
ridership - mode choice
ridership - perceptions
ridership - behaviour
planning - surveys
spellingShingle Weather changes
Regional and seasonal variability
Travel mode choice
Marginal effects
place - europe
ridership - mode choice
ridership - perceptions
ridership - behaviour
planning - surveys
Liu, Chengxi
Susilo, Yusak O
Karlström, Anders
The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
topic_facet Weather changes
Regional and seasonal variability
Travel mode choice
Marginal effects
place - europe
ridership - mode choice
ridership - perceptions
ridership - behaviour
planning - surveys
description This paper investigates the influence of weather on the Swedish people’s mode choice decision in different seasons and regions using a long term series of the Swedish National Transport Survey datasets (NTS) and weather data from the Swedish Meteorological and Hydrological Institute (SMHI). The weather data includes mean of daily temperature, amount of rain precipitation and road surface condition. The daily mean temperature is normalised based on each region and season and classified into five categories as ‘very cold’, ‘cold’, ‘normal’, ‘warm’, and ‘very warm’. This normalisation approach enables us to investigate the impact of individual’s heterogeneity in perceiving regional and seasonal variability of temperature. The impacts of these weather indicators’ variability on individual’s mode choice is investigated with multinomial logit models. The results show that the impacts of weather differ in different seasons and different regions. Pedestrians’ perception of variation of temperature differs between those in the northern Sweden and those in the central and southern Sweden. Such perception also differs in summer and in spring and autumn. Similarly, northern Sweden cyclists are more aware of temperature variation than cyclists in the central and southern Sweden in spring and autumn when temperature changes significantly. The influence of temperature variation on motorised modes also varies among seasons and regions. However, the trend is less straightforward than that on non-motorised modes. The findings highlight the importance to incorporate individual and regional unique anticipation and adaptations behaviours within our policy design and infrastructure management.
format Text
author Liu, Chengxi
Susilo, Yusak O
Karlström, Anders
author_facet Liu, Chengxi
Susilo, Yusak O
Karlström, Anders
author_sort Liu, Chengxi
title The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
title_short The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
title_full The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
title_fullStr The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
title_full_unstemmed The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden
title_sort influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in sweden
publisher World Transit Research
publishDate 2015
url https://www.worldtransitresearch.info/research/5558
https://doi.org/10.1016/j.tranpol.2015.01.001
genre Northern Sweden
genre_facet Northern Sweden
op_source World Transit Research
op_relation https://www.worldtransitresearch.info/research/5558
http://dx.doi.org/10.1016/j.tranpol.2015.01.001
op_rights Permission to publish the abstract has been given by Elsevier, copyright remains with them.
op_doi https://doi.org/10.1016/j.tranpol.2015.01.001
container_title Transport Policy
container_volume 41
container_start_page 147
op_container_end_page 158
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