En-route weather and place valuations for different transport mode users

With the increasing societal interest in climate change, mostly separated strands of literature have investigated the travel-behavioural, thermo-sensational and environmental–psychological effects of weather on people in everyday life. This research conceptually and statistically integrates these fragmented insights. Drawing on unique Greater Rotterdam (The Netherlands) travel diary data enriched with hourly meteorological and spatial route attributes, we analyse how weather affects different transport mode users’ en-route place valuations in terms of liveliness, friendliness and aesthetics. Our main findings indicate that windy, cloudy, cold (<15 °C) or too hot (⩾25 °C) weather conditions negatively affect en-route place valuations, either directly or through lower thermal comfort. Active mode users generally value their route surroundings more positively than motorised transport modes, however they also appear more strongly affected by weather in their thermal experiences and place valuations. Policy makers are advised to expand climate-sensitive urban planning along active transport mode infrastructures.

[1]  Filipa Matos Wunderlich,et al.  Walking and Rhythmicity: Sensing Urban Space , 2008 .

[2]  Moshe Ben-Akiva,et al.  Happiness and Travel Mode Switching: Findings from a Swiss Public Transportation Experiment , 2012 .

[3]  Frank Witlox,et al.  Travel and Subjective Well-Being: A Focus on Findings, Methods and Future Research Needs , 2013 .

[4]  S. Karjalainen,et al.  Thermal comfort and gender: a literature review. , 2012, Indoor air.

[5]  Marc Schlossberg,et al.  School Trips: Effects of Urban Form and Distance on Travel Mode , 2006 .

[6]  Amy Lewin Temporal and Weather Impacts on Bicycle Volumes , 2011 .

[7]  A. Satorra,et al.  Complex Sample Data in Structural Equation Modeling , 1995 .

[8]  J. Allik,et al.  The influence of the weather on affective experience: An experience sampling study. , 2011 .

[9]  F. Lindberg,et al.  Transmissivity of solar radiation through crowns of single urban trees—application for outdoor thermal comfort modelling , 2014, Theoretical and Applied Climatology.

[10]  Pekka Tuomaala,et al.  Impact Of Individual Characteristics – Such As Age, Gender, Bmi, And Fitness – On Human Thermal Sensation , 2013, Building Simulation Conference Proceedings.

[11]  M. Dijst,et al.  Geographic heterogeneity in cycling under various weather conditions: evidence from Greater Rotterdam , 2014 .

[12]  Luis F. Miranda-Moreno,et al.  Weather or Not to Cycle , 2011 .

[13]  Theodore Stathopoulos,et al.  Microclimate and Downtown Open Space Activity , 2001 .

[14]  G. Wets,et al.  Meteorological variation in daily travel behaviour: evidence from revealed preference data from the Netherlands , 2015, Theoretical and Applied Climatology.

[15]  Tzu-Ping Lin,et al.  Thermal perception, adaptation and attendance in a public square in hot and humid regions , 2009 .

[16]  C. Jakob,et al.  Commuter Cyclist's Sensitivity to Changes in Weather: Insight from Two Cities with Different Climatic Conditions , 2012 .

[17]  S. Graham,et al.  Networked infrastructures, technological mobilities, and the urban condition , 2001 .

[18]  M. Dijst,et al.  Urban Form and Travel Behaviour: Micro-level Household Attributes and Residential Context , 2002 .

[19]  I. Knez,et al.  Psychological mechanisms in outdoor place and weather assessment: towards a conceptual model , 2009, International journal of biometeorology.

[20]  Matthew Carmona,et al.  Public Places - Urban Spaces : the dimensions of urban design, Second Edition , 2003 .

[21]  H. Elkadi,et al.  Effect of personal and cultural diversity on outdoor thermal comfort perception , 2012 .

[22]  E. Laurier The region as a socio-technical accomplishment of mobile workers , 2001 .

[23]  Don Kuiken Mood and memory : theory, research, and applications , 1991 .

[24]  O. Paronen,et al.  Analyzing the mediators between nature-based outdoor recreation and emotional well-being , 2014 .

[25]  M. Dijst,et al.  Impact of Everyday Weather on Individual Daily Travel Behaviours in Perspective: A Literature Review , 2013 .

[26]  Ingvar Holmér,et al.  Personal factors in thermal comfort assessment: clothing properties and metabolic heat production , 2002 .

[27]  Igor Knez,et al.  Attachment and identity as related to a place and its perceived climate , 2005 .

[28]  Fredrik Lindberg,et al.  Climate and behaviour in a Nordic city , 2007 .

[29]  J. Katz,et al.  Perpetual Contact , 2002 .

[30]  P. H. Blaney Affect and memory: a review. , 1986, Psychological bulletin.

[31]  T. Honjo,et al.  Thermal Comfort and Outdoor Activity in Japanese Urban Public Places , 2007 .

[32]  Reichert Management Services , 2022 .

[33]  P. Rietveld,et al.  The impact of climate change and weather on transport: An overview of empirical findings , 2009 .

[34]  Sofia Thorsson,et al.  Integrated weather effects on cycling shares, frequencies, and durations in Rotterdam, the Netherlands , 2014 .

[35]  Richard Smardon,et al.  Perception and aesthetics of the urban environment: Review of the role of vegetation , 1988 .

[36]  Lee Chapman,et al.  Transport and climate change: a review , 2007 .

[37]  Ralph Buehler,et al.  Determinants of transport mode choice: a comparison of Germany and the USA , 2011 .

[38]  J. van Bogaert Forests and landscapes—linking ecology, sustainability and aesthetics , 2002 .

[39]  P. Peters De haast van Albertine: Reizen in de technologische cultuur: naar een theorie van passages. , 2003 .

[40]  D. Ettema,et al.  Happiness and Satisfaction with Work Commute , 2012, Social Indicators Research.

[41]  Isabella Margherita Mambretti Urban parks between safety and aesthetics , 2007 .

[42]  Lisa Aultman-Hall,et al.  Assessing Impact of Weather and Season on Pedestrian Traffic Volumes , 2009 .

[43]  Martin Dijst,et al.  Weather, transport mode choices and emotional travel experiences , 2016 .

[44]  Tommy Gärling,et al.  Satisfaction with travel and subjective well-being: Development and test of a measurement tool , 2011 .

[45]  F. Lindberg,et al.  Potential changes in outdoor thermal comfort conditions in Gothenburg, Sweden due to climate change: the influence of urban geometry , 2011 .

[46]  I. Knez,et al.  Influences of culture and environmental attitude on thermal, emotional and perceptual evaluations of a public square , 2006, International journal of biometeorology.

[47]  M. Nikolopoulou,et al.  Use of outdoor spaces and microclimate in a Mediterranean urban area , 2007 .

[48]  Muhammad Sabir Weather and travel behaviour , 2011 .

[49]  V. Cattell,et al.  Mingling, observing, and lingering: everyday public spaces and their implications for well-being and social relations. , 2008, Health & place.

[50]  L. Böcker Climate, Weather and Daily Mobility : Transport Mode Choices and Travel Experiences in the Randstad Holland , 2014 .

[51]  Sanda Lenzholzer,et al.  Thermal Experience and Perception of the Built Environment in Dutch Urban Squares , 2010 .

[52]  Ralf Hansmann,et al.  Restoration and stress relief through physical activities in forests and parks , 2007 .

[53]  D. Moskowitz,et al.  Ecological momentary assessment: what it is and why it is a method of the future in clinical psychopharmacology. , 2006, Journal of psychiatry & neuroscience : JPN.

[54]  K. Steemers,et al.  Thermal comfort and psychological adaptation as a guide for designing urban spaces , 2003 .

[55]  T. M. Crawford,et al.  An Improved Parameterization for Estimating Effective Atmospheric Emissivity for Use in Calculating Daytime Downwelling Longwave Radiation , 1999 .