论文标题

部分可观测时空混沌系统的无模型预测

The emerging spectrum of flexible work locations: implications for travel demand and carbon emissions

论文作者

Caros, Nicholas S., Guo, Xiaotong, Zhao, Jinhua

论文摘要

关于远程工作对旅行需求的影响的许多研究都认为远程工作完全在家里进行。然而,最近的证据表明,在美国,远程工人选择在咖啡馆,共同工作的空间或朋友和家人的家中花费大约三分之一的远程工作时间。这些“第三名”的通勤可以抵消交通拥堵和碳排放的大部分,而碳排放可能会从远程工作的更大份额中预期。为了估计第三名对通勤的影响和碳排放的影响,本研究使用了全国对数千名偏远工人和大规模移动痕量数据的调查,以预测芝加哥大都市地区的当前和未来通勤模式。该研究表明,忽略第三名会导致每年470吉顿的碳排放量低估,占真实排放总数的24%。此外,如果将来实现工人对更大级别的远程工作的潜在渴望,那么排放效益将进一步降低。空间分析表明,访问市中心和郊外的访问减少,但访问郊区附近地区的访问量有所下降。讨论了这些结果对城市运输和土地利用政策的影响。

Many studies of the effect of remote work on travel demand assume that remote work takes place entirely at home. Recent evidence, however, shows that in the United States, remote workers are choosing to spend approximately one third of their remote work hours outside of the home at cafes, co-working spaces or the homes of friends and family. Commutes to these "third places" could offset much of the reduction in congestion and carbon emissions from commuting that could be expected from greater shares of remote work. To estimate the impact of third places on congestion and carbon emission from commuting, this study uses a national survey of thousands of remote workers and large-scale mobile trace data to predict current and future commuting patterns for the Chicago metropolitan area. The study reveals that ignoring third places leads to an underestimation of carbon emissions from commute-based travel demand by 470 gigatons per year, or 24% of the total true emissions. Moreover, if workers' latent desire for greater levels of remote work are realized in the future, the emissions benefits will be reduced further. The spatial analyses imply that there is a decrease in visits to the city center and outskirts, but an increase in visits to near suburban areas. Implications of these results for urban transportation and land use policy are discussed.

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