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考虑自行车骑行者PM2.5吸入量的健康骑行速度识别方法OA北大核心CSTPCD

Determination of Healthy Cycling Speed Considering Individual PM2.5 Inhalation

中文摘要英文摘要

为降低空气污染时自行车骑行者的PM2.5吸入量,提升健康水平,其可采用减小行程暴露时间或呼吸速率2种方式.2种方式对骑行速度的要求相反,且PM2.5等污染物的吸入量因人而异,所以亟需建立考虑个体差异的PM2.5吸入量-骑行速度模型,以识别骑行者在PM2.5吸入量最小时的健康骑行速度.能量消耗模型以心率和个体特征指标为变量计算空气吸入量,并可结合PM2.5暴露质量浓度和骑行时间进而计算骑行者出行过程的PM2.5吸入量.根据个体骑行者的速度与心率的关联特征构建PM2.5吸入量-骑行速度模型,并通过求导方法获得健康骑行速度.对西安市173名被试试验结果的分析表明:健康骑行速度下男性、女性的PM2.5吸入量与最小和最大骑行速度下的PM2.5吸入量相比,降低比例分别为17.06%、8.57%和1.85%、2.50%.PM2.5吸入量和骑行速度之间呈"U"形曲线分布,"U"形曲线最低点对应于PM2.5吸入量最小时的健康骑行速度.男性健康骑行速度与年龄、体重和基础心率各变量间的相关关系均呈正相关,而女性健康骑行速度与年龄、体重和基础心率各变量间的相关关系分别呈正相关、负相关和正相关.健康骑行速度分布结果可为骑行者针对个体差异性特征提供参考,并建立污染天气下骑行者PM2.5吸入量减少的交通管控方法,提升居民在骑行过程中的健康水平.

Two approaches,including decreasing exposure time or respiratory rate,can reduce the inhalation of PM2.5 for cyclists during periods of air pollution.These two approaches have contrasting requirement for cycling speed,and the intake of PM2.5 and other pollutant varies from person to person.Therefore,it is an urgent need to de-velop a PM2.5 inhalation-cycling speed model considering individual differences to determine the optimal healthy cy-cling speed for a minimal PM2.5 inhalation for each cyclist.The energy consumption model calculates air inhalation based on heart rate and individual characteristics,which can be used to obtain the PM2.5 inhalation within single trip in combination with PM2.5 exposure concentration and cycling time.Then,the PM2.5 inhalation-cycling speed model is established based on the correlation between individual cyclists'speed and heart rate characteristics,which can be used to acquire the healthy cycling speed with the derivative methods.The results from 173 subjects in Xi'an in-dicate that the reduction in PM2.5 inhalation for males and females at their healthy cycling speed is 17.06%,8.57%,1.85%,and 2.50%compared to the minimum and maximum cycling speeds,respectively.The relationship between PM2.5 inhalation and cycling speed represents a"U"type curve,with the minimum point corresponding to the healthy cycling speed for minimal PM2.5 inhalation.The healthy cycling speed for males is positively correlated with age,weight,and basal heart rate,while females'healthy cycling speed correlates positively with age and basal heart rate but negatively with weight.The distribution of healthy cycling speeds can provide a reference for individual dif-ferences among cyclists,and establish traffic control methods to reduce PM2.5 inhalation of cyclists during polluted weather,and to improve their health during cyclist activities.

刘子逸;张传栋;朱才华;李昱燃;李岩

长安大学运输工程学院 西安 710064苏州规划设计研究院股份有限公司 江苏 苏州 215006

交通运输

交通环境自行车骑行者健康骑行速度能量消耗模型PM2.5吸入量心率

traffic environmentcyclistshealthy cycling speedenergy consumption modelPM2.5 inhalation vol-umeheart rate

《交通信息与安全》 2024 (001)

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国家自然科学基金项目(51408049)、陕西省自然科学基础研究计划项目(2020JM-237)资助

10.3963/j.jssn.1674-4861.2024.01.014

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