Associations of inclement weather and poor air quality with non-motorized trail volumes

被引:7
作者
Acharya, Sailesh [1 ]
Singleton, Patrick A. [1 ]
机构
[1] Utah State Univ, Dept Civil & Environm Engn, Logan, UT 84322 USA
关键词
Non-motorized travel; Air pollution; Inclement weather; Time series; ARIMA model; TRANSPORT; BENEFITS; BICYCLE; UTAH;
D O I
10.1016/j.trd.2022.103337
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Inclement weather and poor air quality present unfavorable conditions for active transportation. This study investigated associations of area-wide air pollution and inclement weather with non motorized travel at two trail locations in northern Utah (one recreational, one utilitarian). Rainfall, snowfall, high/low temperatures, and high wind speed were measures of inclement weather, and overall air quality index (AQI) measured air pollution. This study fit time-series (ARIMA) regression models for the utilitarian and recreational sites (separately), using multiple years of daily non-motorized counts. Non-motorized travel was reduced significantly during inclement weather, and the effects of rainfall and cold temperatures were smaller for the utilitarian site than for the recreational site. Counts at the recreational site were higher on holidays, weekends, and days with greater snow depth. Although non-motorized counts were lower on days with worse air quality at the utilitarian location, they were higher at the recreational location. Results are interpreted in terms of the discretionary nature of recreational travel, particulars of the location and elevation of the recreational site, and a desire to escape pollution through outdoor recreation in a natural area.
引用
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页数:14
相关论文
共 45 条
[1]   Quantifying the value of a clean ride: How far would you bicycle to avoid exposure to traffic-related air pollution? [J].
Anowar, Sabreena ;
Eluru, Naveen ;
Hatzopoulou, Marianne .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2017, 105 :66-78
[2]   Perceptions of air pollution during the work-related commute by adults in Queensland, Australia [J].
Badland, Hannah M. ;
Duncan, Mitch J. .
ATMOSPHERIC ENVIRONMENT, 2009, 43 (36) :5791-5795
[3]   Joint consideration of energy expenditure, air quality, and safety by cyclists [J].
Bigazzi, Alexander Y. ;
Gehrke, Steven R. .
TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2018, 58 :652-664
[4]   Weather, transport mode choices and emotional travel experiences [J].
Bocker, Lars ;
Dijst, Martin ;
Faber, Jan .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2016, 94 :360-373
[5]  
Breathe Utah, 2020, BREATH UT HOM
[6]  
Brockwell P.J., 2002, Introduction to time series and forecasting
[7]   Recreational walking decisions in urban away-from-home environments: The relevance of air quality, noise, traffic, and the natural environment [J].
Bunds, Kyle S. ;
Casper, Jonathan M. ;
Hipp, James A. ;
Koenigstorfer, Joerg .
TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2019, 65 :363-375
[8]   The Impact of PM10 Levels on Pedestrian Volume: Findings from Streets in Seoul, South Korea [J].
Chung, Juwon ;
Kim, Seung-Nam ;
Kim, Hyungkyoo .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (23)
[9]   Urban bike and pedestrian activity impacts from wildfire smoke events in Seattle, WA [J].
Doubleday, Annie ;
Choe, Youngjun ;
Isaksen, Tania M. Busch ;
Errett, Nicole A. .
JOURNAL OF TRANSPORT & HEALTH, 2021, 21
[10]   Health impacts of active commuters' exposure to traffic-related air pollution in Stockholm, Sweden [J].
Engstrom, Emma ;
Forsberg, Bertil .
JOURNAL OF TRANSPORT & HEALTH, 2019, 14