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Evaluating the pedestrian level of service for varying trip purposes using machine learning algorithms.使用机器学习算法评估不同出行目的的行人服务水平。
Sci Rep. 2024 Feb 2;14(1):2813. doi: 10.1038/s41598-024-53403-7.
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Decarbonising road freight transport: The role of zero-emission trucks and intangible costs.道路货运脱碳:零排放卡车的作用及无形成本
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A collaborative privacy-preserving approach for passenger demand forecasting of autonomous taxis empowered by federated learning in smart cities.一种用于智慧城市中由联邦学习赋能的自动驾驶出租车乘客需求预测的协作式隐私保护方法。
Sci Rep. 2024 Jan 24;14(1):2046. doi: 10.1038/s41598-024-52181-6.
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A surrogate safety analysis at sharp gore areas of diverging freeway ramps using micro simulation under congested traffic conditions.在拥堵交通条件下,使用微观模拟对高速公路分流匝道尖锐三角地带进行替代安全分析。
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Road pavement upgrade scheduling accounting for minimizing congestion.考虑最小化拥堵的道路路面升级调度
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Sustainability analysis framework for on-demand public transit systems.按需公共交通系统的可持续性分析框架。
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先进的运输系统:未来是可持续且由技术驱动的。

Advanced transport systems: the future is sustainable and technology-enabled.

作者信息

Cao Yue, Derrible Sybil, Le Pira Michela, Du Haiping

机构信息

School of Cyber Science and Engineering, Wuhan University, Wuhan, 430072, Hubei, China.

Department of Civil, Materials, and Environmental Engineering, University of Illinois Chicago, 1200 West Harrison St., Chicago, IL, 60607, USA.

出版信息

Sci Rep. 2024 Apr 24;14(1):9429. doi: 10.1038/s41598-024-59438-0.

DOI:10.1038/s41598-024-59438-0
PMID:38658573
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11043446/
Abstract

Transport has always played a major role in shaping society. By enabling or restricting the movement of people and goods, the presence or absence of transport services and infrastructure has historically been determining for cultures to connect, for knowledge to be shared, and for societies to evolve and prosper, or, in contrast, for societies to decay and fail. Since the beginning of the twenty-first century, transport has been going through a revolution worldwide. One of the primary goals for the transport sector is clear: it needs to be decarbonized and become more sustainable. At the same time, technological advances are shaping the transport sector toward smart services and societies. The Special Collection showcases some of the latest advances in research towards sustainable and technology-enabled transport.

摘要

交通运输在塑造社会方面一直发挥着重要作用。通过促进或限制人员和货物的流动,运输服务和基础设施的存在与否在历史上决定了文化能否相互连接、知识能否得以共享、社会能否发展繁荣,或者相反,导致社会衰败和失败。自21世纪初以来,交通运输正在全球范围内经历一场变革。运输部门的一个主要目标很明确:它需要脱碳并变得更具可持续性。与此同时,技术进步正在将运输部门塑造成智能服务和智能社会。本专题文集展示了在可持续和技术赋能交通研究方面的一些最新进展。