Geographic heterogeneity in cycling under various weather conditions: evidence from Greater Rotterdam

被引:89
作者
Helbich, Marco [1 ]
Bocker, Lars [1 ]
Dijst, Martin [1 ]
机构
[1] Univ Utrecht, Fac Geosci, Dept Human Geog & Spatial Planning, NL-3584 CS Utrecht, Netherlands
关键词
Weather; Active transportation; Cycling; Mode choice; Spatial analysis; The Netherlands; WEIGHTED REGRESSION; CLIMATE; ACCESSIBILITY; TRANSPORT; BICYCLE; IMPACT; MODEL;
D O I
10.1016/j.jtrangeo.2014.05.009
中图分类号
F [经济];
学科分类号
02 ;
摘要
With its sustainability, health and accessibility benefits, cycling has nowadays been established on research and policy agendas. Notwithstanding the decision to cycle is closely related to local weather conditions and interwoven with the geographical context, research dealing with both aspects is scarce. On the basis of travel diary data, we assess the association of three weather conditions, namely air temperature, wind speed, and precipitation, on cycling trips for leisure and commute purposes for the Greater Rotterdam area, the Netherlands. Besides region-wide logit models and autologistic regressions, place-specific associations of weather conditions are explored through geographically weighted logit models. Considering the entire Rotterdam area, results confirm significant weather effects on cycling while highlighting the necessity to model the residents' locational component. When the confounding effects of individual and household characteristics are controlled, a key finding is that weather effects appear to vary across space, specifically between the more densely settled central environments and the surrounding lower-density areas. Additionally, the results show differences between leisure and commute trips, in which leisure trips appear to be more weather sensitive and show more pronounced spatial patterns. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:38 / 47
页数:10
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