首页 > 最新文献

International Journal of Sustainable Transportation最新文献

英文 中文
Measuring and moving on the street: A scoping review of street space allocation studies 在街道上测量和移动:街道空间分配研究的范围回顾
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2570322
Daniel Romm , Lexi Kinman , Kevin Manaugh , Grant McKenzie
A field of research is emerging that examines the allocation of street space to different transportation infrastructures, backgrounded by the increasingly recognized need to redesign city streets away from the dominance that cars have held over them for the past century. In this scoping review, we systematically search the literature to identify 12 peer-reviewed journal articles that use empirical methods to study street space allocation to transportation modes, synthesizing and reflecting on the studies’ methodologies, results, and identified policy implications and future research areas. From this synthesis, key themes emerge around how the studies frame their work in the transportation justice literature and toward conceptualizing an equitable streetscape, the differences in the methodologies employed and promising avenues to improve their methods, and the difficulties in comparing results across studies. Stemming from the reviewed studies, this review offers several directions for future research to encourage the development of street space allocation research, a field well-positioned to contribute to research and policy around critiquing and improving city streets and urban livability.
一个研究领域正在兴起,研究如何将街道空间分配给不同的交通基础设施,背景是人们日益认识到需要重新设计城市街道,摆脱过去一个世纪以来汽车占据主导地位的局面。在这篇范围综述中,我们系统地检索文献,找出12篇同行评议的期刊文章,这些文章使用实证方法研究交通方式的街道空间分配,综合和反思这些研究的方法、结果、确定的政策影响和未来的研究领域。从这一综合中,关键主题围绕着研究如何在交通司法文献中构建他们的工作,以及如何将公平的街景概念化,所采用的方法的差异和改进方法的有希望的途径,以及比较研究结果的困难。根据所回顾的研究,本综述为未来的研究提供了几个方向,以鼓励街道空间分配研究的发展,这一领域有利于围绕批评和改善城市街道和城市宜居性的研究和政策做出贡献。
{"title":"Measuring and moving on the street: A scoping review of street space allocation studies","authors":"Daniel Romm ,&nbsp;Lexi Kinman ,&nbsp;Kevin Manaugh ,&nbsp;Grant McKenzie","doi":"10.1080/15568318.2025.2570322","DOIUrl":"10.1080/15568318.2025.2570322","url":null,"abstract":"<div><div>A field of research is emerging that examines the allocation of street space to different transportation infrastructures, backgrounded by the increasingly recognized need to redesign city streets away from the dominance that cars have held over them for the past century. In this scoping review, we systematically search the literature to identify 12 peer-reviewed journal articles that use empirical methods to study street space allocation to transportation modes, synthesizing and reflecting on the studies’ methodologies, results, and identified policy implications and future research areas. From this synthesis, key themes emerge around how the studies frame their work in the transportation justice literature and toward conceptualizing an equitable streetscape, the differences in the methodologies employed and promising avenues to improve their methods, and the difficulties in comparing results across studies. Stemming from the reviewed studies, this review offers several directions for future research to encourage the development of street space allocation research, a field well-positioned to contribute to research and policy around critiquing and improving city streets and urban livability.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 223-238"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Collaborative and incentivized trip planning system to minimize transportation emissions for business commuting 协作和激励的行程规划系统,以减少商业通勤的交通排放
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2578219
Shahryar Monghasemi , Moatassem Abdallah
Reducing transportation emissions is a critical challenge, particularly in urban areas where single-occupancy vehicle (SOV) commutes significantly contribute to greenhouse gas (GHG) emissions. This study introduces a novel Collaborative and Incentivized Trip Planning System designed to address this issue by enabling neighboring businesses to pool resources and provide personalized financial incentives. These incentives encourage employees to shift from SOVs to sustainable modes such as carpooling, biking, walking, and public transit. Unlike traditional approaches, the system leverages inter-business collaboration to expand transportation options and enhance the effectiveness of incentive programs. The system integrates a travel attributes model, multi-objective optimization, logit discrete choice, and monetary incentives models to balance cost-effectiveness with emission reduction targets. Through a case study involving 253 employees across three neighboring businesses, the system demonstrated that collaborative strategies could nearly double emissions reductions compared to isolated efforts. This research underscores the importance of collaboration in transportation demand management, providing a scalable framework for reducing emissions while maintaining financial viability. The findings offer actionable insights for policymakers, urban planners, and businesses aiming to implement sustainable commuting programs. By studying the feasibility and benefits of incentive-based, collaborative systems, this work contributes to advancing sustainable urban transportation and mitigating the environmental impacts of commuting.
减少交通运输排放是一项重大挑战,特别是在城市地区,单人车辆(SOV)通勤对温室气体(GHG)排放有很大贡献。本研究引入了一种新颖的协同激励出行计划系统,旨在通过使相邻企业共享资源并提供个性化的财务激励来解决这一问题。这些激励措施鼓励员工从sov转向可持续模式,如拼车、骑自行车、步行和公共交通。与传统方法不同,该系统利用企业间的合作来扩大运输选择,提高激励计划的有效性。该系统集成了出行属性模型、多目标优化、logit离散选择和货币激励模型,以平衡成本效益与减排目标。通过一个涉及三个相邻企业的253名员工的案例研究,该系统表明,与孤立的努力相比,合作战略可以减少近一倍的排放量。这项研究强调了运输需求管理合作的重要性,提供了一个可扩展的框架,在保持财务可行性的同时减少排放。研究结果为旨在实施可持续通勤计划的政策制定者、城市规划者和企业提供了可行的见解。通过研究以激励为基础的协同系统的可行性和效益,本工作有助于促进可持续城市交通和减轻通勤对环境的影响。
{"title":"Collaborative and incentivized trip planning system to minimize transportation emissions for business commuting","authors":"Shahryar Monghasemi ,&nbsp;Moatassem Abdallah","doi":"10.1080/15568318.2025.2578219","DOIUrl":"10.1080/15568318.2025.2578219","url":null,"abstract":"<div><div>Reducing transportation emissions is a critical challenge, particularly in urban areas where single-occupancy vehicle (SOV) commutes significantly contribute to greenhouse gas (GHG) emissions. This study introduces a novel Collaborative and Incentivized Trip Planning System designed to address this issue by enabling neighboring businesses to pool resources and provide personalized financial incentives. These incentives encourage employees to shift from SOVs to sustainable modes such as carpooling, biking, walking, and public transit. Unlike traditional approaches, the system leverages inter-business collaboration to expand transportation options and enhance the effectiveness of incentive programs. The system integrates a travel attributes model, multi-objective optimization, logit discrete choice, and monetary incentives models to balance cost-effectiveness with emission reduction targets. Through a case study involving 253 employees across three neighboring businesses, the system demonstrated that collaborative strategies could nearly double emissions reductions compared to isolated efforts. This research underscores the importance of collaboration in transportation demand management, providing a scalable framework for reducing emissions while maintaining financial viability. The findings offer actionable insights for policymakers, urban planners, and businesses aiming to implement sustainable commuting programs. By studying the feasibility and benefits of incentive-based, collaborative systems, this work contributes to advancing sustainable urban transportation and mitigating the environmental impacts of commuting.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 184-208"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Can spontaneous combustion incidents affect consumers’ purchase intention of electric vehicles? Evidence from public discourse 自燃事件是否会影响消费者对电动汽车的购买意愿?来自公共话语的证据
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2568075
Tianpei Tang , Xin Miao , Jianxiong Xu , Tao Zeng , Xuwei Du , Jie Ma
Electric vehicles (EVs) play a critical role in advancing the adoption of renewable energy and promoting sustainable transportation in China. Technological innovations have increased public interest in EVs; however, incidents of spontaneous combustion have raised significant safety concerns, which may influence consumer purchase intentions. Although prior research has examined multiple determinants influencing EV purchase intentions, few have examined the specific impact of spontaneous combustion incidents, particularly through quantitative analysis. This study combines social media data analysis with survey responses to identify key consumer concerns regarding EV spontaneous combustion and assess the extent to which these concerns influence purchase intentions. A qualitative exploration of social media discussions on EV combustion incidents reveals key themes and public sentiment, forming the basis for a thematic integration framework. Partial least squares structural equation modeling is then applied to quantify the influence of critical factors, while a Bayesian network model provides predictive insights into causal relationships. The findings indicate that (i) social influence, attitude, and perceived risk are the primary factors affecting EV purchase intentions after incidents of spontaneous combustion, (ii) perceived risk and attitude mediate the relationship between social influence and purchase intention, and (iii) environmental benefits have a greater impact than financial incentives on consumer decision-making, underscoring the complexity of consumer behavior. These insights provide valuable guidance for EV manufacturers and policymakers, emphasizing the importance of tailored marketing strategies, enhanced safety measures, and effective risk communication to bolster consumer confidence and encourage EV purchase.
电动汽车在推动中国可再生能源的采用和促进可持续交通方面发挥着至关重要的作用。技术创新提高了公众对电动汽车的兴趣;然而,自燃事故引起了严重的安全问题,这可能会影响消费者的购买意愿。虽然之前的研究考察了影响电动汽车购买意愿的多种因素,但很少有研究考察自燃事件的具体影响,特别是通过定量分析。本研究将社交媒体数据分析与调查反馈相结合,确定消费者对电动汽车自燃的主要担忧,并评估这些担忧对购买意愿的影响程度。对电动汽车燃烧事件的社交媒体讨论进行定性探索,揭示了关键主题和公众情绪,为主题整合框架奠定了基础。然后应用偏最小二乘结构方程建模来量化关键因素的影响,而贝叶斯网络模型提供了对因果关系的预测性见解。研究发现:(1)社会影响、态度和感知风险是影响自燃事件后电动汽车购买意愿的主要因素,(2)感知风险和态度在社会影响与购买意愿之间起中介作用,(3)环境效益对消费者决策的影响大于经济激励,凸显了消费者行为的复杂性。这些见解为电动汽车制造商和政策制定者提供了有价值的指导,强调了定制营销策略、加强安全措施和有效风险沟通的重要性,以增强消费者信心,鼓励购买电动汽车。
{"title":"Can spontaneous combustion incidents affect consumers’ purchase intention of electric vehicles? Evidence from public discourse","authors":"Tianpei Tang ,&nbsp;Xin Miao ,&nbsp;Jianxiong Xu ,&nbsp;Tao Zeng ,&nbsp;Xuwei Du ,&nbsp;Jie Ma","doi":"10.1080/15568318.2025.2568075","DOIUrl":"10.1080/15568318.2025.2568075","url":null,"abstract":"<div><div>Electric vehicles (EVs) play a critical role in advancing the adoption of renewable energy and promoting sustainable transportation in China. Technological innovations have increased public interest in EVs; however, incidents of spontaneous combustion have raised significant safety concerns, which may influence consumer purchase intentions. Although prior research has examined multiple determinants influencing EV purchase intentions, few have examined the specific impact of spontaneous combustion incidents, particularly through quantitative analysis. This study combines social media data analysis with survey responses to identify key consumer concerns regarding EV spontaneous combustion and assess the extent to which these concerns influence purchase intentions. A qualitative exploration of social media discussions on EV combustion incidents reveals key themes and public sentiment, forming the basis for a thematic integration framework. Partial least squares structural equation modeling is then applied to quantify the influence of critical factors, while a Bayesian network model provides predictive insights into causal relationships. The findings indicate that (i) social influence, attitude, and perceived risk are the primary factors affecting EV purchase intentions after incidents of spontaneous combustion, (ii) perceived risk and attitude mediate the relationship between social influence and purchase intention, and (iii) environmental benefits have a greater impact than financial incentives on consumer decision-making, underscoring the complexity of consumer behavior. These insights provide valuable guidance for EV manufacturers and policymakers, emphasizing the importance of tailored marketing strategies, enhanced safety measures, and effective risk communication to bolster consumer confidence and encourage EV purchase.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 209-222"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Green-biased technical change in energy and environmental factors and its influencing factors of transportation industry in China: An analysis based on BAM-DEA model 中国交通运输业能源环境绿色偏向技术变迁及其影响因素——基于BAM-DEA模型的分析
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2546032
Yuechi Zhang , Ge Wu , Zhuang Miao
Promoting green-biased technical change is pivotal for the low-carbon transition and sustainable development of China’s transportation industry. This paper employed a BAM-DEA model and Luenberger productivity indicator to measure and evaluate the green-biased technical change in China’s transportation industry 2003–2020. Furthermore, the study identified the factor-biased of green technical change. The results indicate that the average annual green-biased technical change is 0.504%, with energy and environmental factors contributing significantly. The input variables’ factor bias follows the order of labor, energy, and capital, while for environmental factors, the order is VOCs, NOx, and CO2. The results of regression analysis indicate that all the influencing factors have heterogeneous effect on green-biased technical change of environmental factors, CO2-biased technical change, VOCs-biased technical change, and NOX-biased technical change. This study provides a scientific foundation for exploring innovative technical pathways for energy conservation, emission reduction, and a green and low-carbon transition of China’s transportation industry.
推进绿色技术变革是中国交通运输行业实现低碳转型和可持续发展的关键。本文采用BAM-DEA模型和Luenberger生产率指标对2003-2020年中国交通运输行业的绿色偏绿色技术变革进行了测度和评价。此外,研究还确定了绿色技术变革的因素偏差。结果表明,年平均绿色偏倚技术变化为0.504%,其中能源和环境因素的贡献显著。输入变量的因素偏差依次为劳动力、能源、资本,环境因素的因素偏差依次为VOCs、NOx、CO2。回归分析结果表明,各影响因素对环境因子偏绿色技术变革、co2偏技术变革、vocs偏技术变革和nox偏技术变革的影响均呈异质性。本研究为探索中国交通运输行业节能减排、绿色低碳转型的创新技术路径提供了科学依据。
{"title":"Green-biased technical change in energy and environmental factors and its influencing factors of transportation industry in China: An analysis based on BAM-DEA model","authors":"Yuechi Zhang ,&nbsp;Ge Wu ,&nbsp;Zhuang Miao","doi":"10.1080/15568318.2025.2546032","DOIUrl":"10.1080/15568318.2025.2546032","url":null,"abstract":"<div><div>Promoting green-biased technical change is pivotal for the low-carbon transition and sustainable development of China’s transportation industry. This paper employed a BAM-DEA model and Luenberger productivity indicator to measure and evaluate the green-biased technical change in China’s transportation industry 2003–2020. Furthermore, the study identified the factor-biased of green technical change. The results indicate that the average annual green-biased technical change is 0.504%, with energy and environmental factors contributing significantly. The input variables’ factor bias follows the order of labor, energy, and capital, while for environmental factors, the order is VOCs, NOx, and CO<sub>2</sub>. The results of regression analysis indicate that all the influencing factors have heterogeneous effect on green-biased technical change of environmental factors, CO<sub>2</sub>-biased technical change, VOCs-biased technical change, and NO<sub>X</sub>-biased technical change. This study provides a scientific foundation for exploring innovative technical pathways for energy conservation, emission reduction, and a green and low-carbon transition of China’s transportation industry.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 143-158"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discovering the dynamics of metro satisfaction: Insights from the Tyne and Wear metro experience 发现地铁满意度的动态:来自泰恩和威尔地铁体验的见解
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2570324
Huseyin Ayan , Margaret Bell , Dilum Dissanayake
This study explores public perceptions and attitudes toward the Tyne and Wear metro system in Northeast England to inform policies promoting sustainable transport. Passenger satisfaction and metro use are investigated through a comprehensive questionnaire covering ten factors namely accessibility, direct benefits with respect to travel (cost and time), reliability and availability, travel safety (security and safety), comfort, innovations, ticketing service, amenities, policy implementations, and sustainability aspects. These factors guided the development of an online questionnaire, which was subsequently piloted and employed, receiving responses from 1139 participants, of which 850 were complete after data cleaning. Bayesian networks structure learning algorithms examine the interactions and complex relationships among the factors that influence metro satisfaction, and a detailed map of their impacts is created. Partial least squares structural equation modeling further clarifies these relationships and assesses their effects on overall user experience. Initial findings emphasize accessibility and direct benefits such as cost and time as key drivers of satisfaction. Besides these, reliability and availability, and security and safety play significant roles in satisfaction. These insights call for user-centered, inclusive transport planning strategies in metro system planning, enabling targeted enhancements to meet diverse needs and support sustainability goals. This research provides a novel and transferrable data-driven approach for transport planners and policymakers to improve the metro system strategically, enhancing service quality, increasing ridership, and contributing to Net Zero and promoting sustainable mobility. Emphasizing sustainable mobility, this study advocates for transformative changes that align with the broader vision of transport futures and adaptable travel behavior.
本研究探讨了公众对英格兰东北部泰恩威尔地铁系统的看法和态度,为促进可持续交通的政策提供信息。乘客满意度和地铁使用情况通过一份全面的问卷调查,涵盖十个因素,即可达性、出行的直接效益(成本和时间)、可靠性和可用性、出行安全(安保和安全)、舒适度、创新、票务服务、便利设施、政策实施和可持续性方面。这些因素指导了在线问卷的开发,随后进行了试点和使用,收到了1139名参与者的回复,其中850人在数据清理后完成了回复。贝叶斯网络结构学习算法检查影响地铁满意度的因素之间的相互作用和复杂关系,并创建了其影响的详细地图。偏最小二乘结构方程模型进一步阐明了这些关系,并评估了它们对整体用户体验的影响。最初的调查结果强调可访问性和直接收益(如成本和时间)是满意度的关键驱动因素。除此之外,可靠性和可用性以及安全性和安全性在满意度中也起着重要作用。这些见解要求在地铁系统规划中采用以用户为中心的包容性交通规划策略,从而实现有针对性的增强,以满足多样化需求并支持可持续发展目标。这项研究为交通规划者和政策制定者提供了一种新颖的、可转移的数据驱动方法,以从战略上改善地铁系统,提高服务质量,增加客流量,为实现净零和促进可持续交通做出贡献。本研究强调可持续交通,倡导与交通未来和适应性旅行行为的更广泛愿景相一致的变革性变革。
{"title":"Discovering the dynamics of metro satisfaction: Insights from the Tyne and Wear metro experience","authors":"Huseyin Ayan ,&nbsp;Margaret Bell ,&nbsp;Dilum Dissanayake","doi":"10.1080/15568318.2025.2570324","DOIUrl":"10.1080/15568318.2025.2570324","url":null,"abstract":"<div><div>This study explores public perceptions and attitudes toward the Tyne and Wear metro system in Northeast England to inform policies promoting sustainable transport. Passenger satisfaction and metro use are investigated through a comprehensive questionnaire covering ten factors namely accessibility, direct benefits with respect to travel (cost and time), reliability and availability, travel safety (security and safety), comfort, innovations, ticketing service, amenities, policy implementations, and sustainability aspects. These factors guided the development of an online questionnaire, which was subsequently piloted and employed, receiving responses from 1139 participants, of which 850 were complete after data cleaning. Bayesian networks structure learning algorithms examine the interactions and complex relationships among the factors that influence metro satisfaction, and a detailed map of their impacts is created. Partial least squares structural equation modeling further clarifies these relationships and assesses their effects on overall user experience. Initial findings emphasize accessibility and direct benefits such as cost and time as key drivers of satisfaction. Besides these, reliability and availability, and security and safety play significant roles in satisfaction. These insights call for user-centered, inclusive transport planning strategies in metro system planning, enabling targeted enhancements to meet diverse needs and support sustainability goals. This research provides a novel and transferrable data-driven approach for transport planners and policymakers to improve the metro system strategically, enhancing service quality, increasing ridership, and contributing to Net Zero and promoting sustainable mobility. Emphasizing sustainable mobility, this study advocates for transformative changes that align with the broader vision of transport futures and adaptable travel behavior.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 159-183"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evolutionary game analysis between government and driver—based on the carbon emission trading market for road freight transport 基于道路货运碳排放交易市场的政府与驾驶员演化博弈分析
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2026-02-01 DOI: 10.1080/15568318.2025.2570323
Yanan Li , Yanyan Chen , Tao Feng , Yifei Gong
The carbon emission trading system is considered as an effective tool for reducing emissions of road freight transport. As key participants in the carbon emission trading market for road freight transport, the strategies and behaviors of both the government and drivers play a crucial role in determining the effectiveness of emission reduction efforts. In the context of the carbon emission trading market for road freight transport, this paper developed an evolutionary game model between government and drivers. To identify the key factors influencing the strategic choices of government and drivers, the dynamic evolutionary paths of government and drivers under different scenarios were simulated. The results indicated that the initial willingness of the government and drivers does not significantly impact their final strategy choices. Additionally, the dynamic subsidy emerges as a critical factor influencing government decision-making. A higher carbon price and freight revenue are found to boost drivers’ incentives to reduce emissions. can stimulate the enthusiasm of drivers to reduce emissions. The findings of this paper offer theoretical insights into drivers’ emission reduction strategies and government regulation, and provide valuable references for the future development of China’s carbon emission trading market for road freight transport.
碳排放权交易制度被认为是减少公路货物运输碳排放的有效工具。作为道路货物运输碳排放权交易市场的主要参与者,政府和司机的减排策略和行为对减排效果起着至关重要的作用。本文以道路货物运输碳排放权交易市场为背景,建立了政府与驾驶员之间的演化博弈模型。为了找出影响政府和驱动者战略选择的关键因素,模拟了不同情景下政府和驱动者的动态演化路径。结果表明,政府和司机的初始意愿对他们的最终战略选择没有显著影响。此外,动态补贴也成为影响政府决策的关键因素。研究发现,较高的碳价和运费收入可以提高司机减少排放的积极性。可以激发驾驶员的积极性,减少排放。本文的研究结果为驾驶员减排策略和政府监管提供了理论见解,并为中国道路货物运输碳排放交易市场的未来发展提供了有价值的参考。
{"title":"Evolutionary game analysis between government and driver—based on the carbon emission trading market for road freight transport","authors":"Yanan Li ,&nbsp;Yanyan Chen ,&nbsp;Tao Feng ,&nbsp;Yifei Gong","doi":"10.1080/15568318.2025.2570323","DOIUrl":"10.1080/15568318.2025.2570323","url":null,"abstract":"<div><div>The carbon emission trading system is considered as an effective tool for reducing emissions of road freight transport. As key participants in the carbon emission trading market for road freight transport, the strategies and behaviors of both the government and drivers play a crucial role in determining the effectiveness of emission reduction efforts. In the context of the carbon emission trading market for road freight transport, this paper developed an evolutionary game model between government and drivers. To identify the key factors influencing the strategic choices of government and drivers, the dynamic evolutionary paths of government and drivers under different scenarios were simulated. The results indicated that the initial willingness of the government and drivers does not significantly impact their final strategy choices. Additionally, the dynamic subsidy emerges as a critical factor influencing government decision-making. A higher carbon price and freight revenue are found to boost drivers’ incentives to reduce emissions. can stimulate the enthusiasm of drivers to reduce emissions. The findings of this paper offer theoretical insights into drivers’ emission reduction strategies and government regulation, and provide valuable references for the future development of China’s carbon emission trading market for road freight transport.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"20 2","pages":"Pages 239-250"},"PeriodicalIF":3.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146098674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving commercial truck fleet composition in emission modeling using 2021 US VIUS data 利用2021年US VIUS数据改进商用卡车车队的排放建模
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2025-12-02 DOI: 10.1080/15568318.2025.2566755
Xiaodan Xu , Hung-Chia Yang , Haitam Laarabi , Cristian Poliziani , Alicia Birky , Kyungsoo Jeong , Hongyu Lu , Randall Guensler , C. Anna Spurlock
Commercial trucks are essential elements of the nation’s supply chain system. Meanwhile, intensive truck movements contribute significantly to system externalities, such as energy use and air pollution. However, collecting detailed fleet composition and distribution of operational patterns remains a barrier to accurately accounting for these impacts. The recently released 2021 US Vehicle Inventory and Use Survey (US VIUS) fills a critical gap in understanding commercial truck fleet distributions, their operations, and business constraints at the national scale. This study aims to understand the latest US commercial vehicle fleet composition and operational characteristics using 2021 US VIUS data and calibrate the fleet inputs in regulatory emission models to assess the potential emission implications of the VIUS-derived fleet composition. The emission rates for commercial trucks and default fleet composition are collected from the U.S. EPA’s MOtor Vehicle Emission Simulator (MOVES4). The 2021 US VIUS data is applied to improve fleet characteristics such as the long-haul fraction and the vehicle mileage accumulation rate. The study also investigates potential emission reduction benefits under various forecasted fleet electrification scenarios. The energy consumption and critical air pollutant rates by vehicle types are compared between MOVES4 and US VIUS fleets for both current and future scenarios to provide insights into the latest U.S. commercial vehicle fleet characteristics and their implications on energy and emissions. This study helps policymakers and practitioners advance the commercial fleet generation for emission models. It also deepens the understanding of the emission reduction potential of the commercial fleet under various fleet projections.
商用卡车是国家供应链系统的重要组成部分。与此同时,密集的卡车运输对系统外部性(如能源使用和空气污染)产生了重大影响。然而,收集详细的船队组成和运营模式分布仍然是准确计算这些影响的障碍。最近发布的2021年美国车辆库存和使用调查(US VIUS)填补了在了解全国范围内商用卡车车队分布、运营和业务限制方面的关键空白。本研究旨在利用2021年US VIUS数据了解最新的美国商用车车队组成和运营特征,并校准监管排放模型中的车队输入,以评估由VIUS衍生的车队组成对排放的潜在影响。商用卡车的排放率和默认车队组成是从美国环保署的机动车辆排放模拟器(MOVES4)中收集的。2021年US VIUS数据将用于改善车队特性,如长途分数和车辆里程累积率。该研究还调查了在各种预测的汽车电气化情景下潜在的减排效益。本文比较了MOVES4和US VIUS车队在当前和未来两种情况下的能耗和关键空气污染物率,以深入了解最新的美国商用车车队特征及其对能源和排放的影响。这项研究有助于政策制定者和实践者推进排放模型的商业车队生成。它也加深了对各种船队预测下商业船队减排潜力的理解。
{"title":"Improving commercial truck fleet composition in emission modeling using 2021 US VIUS data","authors":"Xiaodan Xu ,&nbsp;Hung-Chia Yang ,&nbsp;Haitam Laarabi ,&nbsp;Cristian Poliziani ,&nbsp;Alicia Birky ,&nbsp;Kyungsoo Jeong ,&nbsp;Hongyu Lu ,&nbsp;Randall Guensler ,&nbsp;C. Anna Spurlock","doi":"10.1080/15568318.2025.2566755","DOIUrl":"10.1080/15568318.2025.2566755","url":null,"abstract":"<div><div>Commercial trucks are essential elements of the nation’s supply chain system. Meanwhile, intensive truck movements contribute significantly to system externalities, such as energy use and air pollution. However, collecting detailed fleet composition and distribution of operational patterns remains a barrier to accurately accounting for these impacts. The recently released 2021 US Vehicle Inventory and Use Survey (US VIUS) fills a critical gap in understanding commercial truck fleet distributions, their operations, and business constraints at the national scale. This study aims to understand the latest US commercial vehicle fleet composition and operational characteristics using 2021 US VIUS data and calibrate the fleet inputs in regulatory emission models to assess the potential emission implications of the VIUS-derived fleet composition. The emission rates for commercial trucks and default fleet composition are collected from the U.S. EPA’s MOtor Vehicle Emission Simulator (MOVES4). The 2021 US VIUS data is applied to improve fleet characteristics such as the long-haul fraction and the vehicle mileage accumulation rate. The study also investigates potential emission reduction benefits under various forecasted fleet electrification scenarios. The energy consumption and critical air pollutant rates by vehicle types are compared between MOVES4 and US VIUS fleets for both current and future scenarios to provide insights into the latest U.S. commercial vehicle fleet characteristics and their implications on energy and emissions. This study helps policymakers and practitioners advance the commercial fleet generation for emission models. It also deepens the understanding of the emission reduction potential of the commercial fleet under various fleet projections.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"19 12","pages":"Pages 1162-1180"},"PeriodicalIF":3.9,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145645879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How (not) to incentivize sustainable mobility? Lessons from a swiss mobility competition 如何(不)激励可持续交通?瑞士交通竞赛的经验教训
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2025-12-02 DOI: 10.1080/15568318.2025.2559981
Silvio Sticher , Hannes Wallimann , Noah Balthasar
We investigate the impact of a gamified experiment designed to promote sustainable mobility among students and staff members of a Swiss higher-education institution. Despite transportation being a major contributor to domestic CO2 emissions, achieving behavioral change remains challenging. In our two-month mobility competition, structured as a randomized controlled trial with a 3×3 factorial design, neither monetary incentives nor norm-based nudging significantly influences mobility behavior. Based on 195 competition participants and a total prize sum of CHF 3,150, our (null) results suggest that there is no “gamified quick fix” for making mobility substantially more sustainable. Also, we provide some lessons learned on how not to incentivize sustainable mobility by addressing potential shortcomings of our mobility competition.
我们调查了一个游戏化实验的影响,该实验旨在促进瑞士高等教育机构的学生和工作人员之间的可持续流动性。尽管交通运输是国内二氧化碳排放的主要来源,但实现行为改变仍然具有挑战性。在我们为期两个月的流动性竞争中,我们采用3×3因子设计进行随机对照试验,结果表明,货币激励和基于规范的推动都没有显著影响流动性行为。基于195名参赛者和3,150瑞士法郎的总奖金,我们的(无效)结果表明,没有“游戏化的快速解决方案”可以使交通更加可持续。此外,我们还提供了一些经验教训,说明如何不通过解决交通竞争的潜在缺陷来激励可持续交通。
{"title":"How (not) to incentivize sustainable mobility? Lessons from a swiss mobility competition","authors":"Silvio Sticher ,&nbsp;Hannes Wallimann ,&nbsp;Noah Balthasar","doi":"10.1080/15568318.2025.2559981","DOIUrl":"10.1080/15568318.2025.2559981","url":null,"abstract":"<div><div>We investigate the impact of a gamified experiment designed to promote sustainable mobility among students and staff members of a Swiss higher-education institution. Despite transportation being a major contributor to domestic CO<sub>2</sub> emissions, achieving behavioral change remains challenging. In our two-month mobility competition, structured as a randomized controlled trial with a 3<span><math><mrow><mo>×</mo></mrow></math></span>3 factorial design, neither monetary incentives nor norm-based nudging significantly influences mobility behavior. Based on 195 competition participants and a total prize sum of CHF 3,150, our (null) results suggest that there is no “gamified quick fix” for making mobility substantially more sustainable. Also, we provide some lessons learned on how <em>not</em> to incentivize sustainable mobility by addressing potential shortcomings of our mobility competition.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"19 12","pages":"Pages 1145-1161"},"PeriodicalIF":3.9,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145645874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Consumers’ attitudes toward benefits and drawbacks of vehicle-to-grid technology: An agent-based model 消费者对汽车到电网技术利弊的态度:一个基于代理的模型
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2025-12-02 DOI: 10.1080/15568318.2025.2546033
Junbei Liu , Chengxiang Zhuge , Justin Hayse Chiwing G. Tang , Meng Meng , Jie Zhang
Vehicle-to-Grid (V2G) is an important technology for Electric Vehicles (EVs) and the power grid. This paper first provided insights into people’s attitudes toward three key benefits and two key drawbacks of V2G, using survey data collected in Beijing in 2020. Further, we incorporated the empirical findings into a spatial agent-based joint model of EV and V2G adoption to explore how changes in people’s attitudes toward the benefits and drawbacks could influence the adoption of V2G. The survey results suggested that people tended to be most concerned about battery degradation and least concerned about grid support. Our diffusion simulation suggests that mitigating BEV owners’ concerns about battery degradation and enhancing public awareness of the cost-saving potential of V2G can significantly increase the number of people will/may adopt V2G with a BEV and a PHEV, respectively. However, these attitudinal improvements do not lead to a notable rise in V2G adopters. Furthermore, V2G tended to diffuse more easily across Plug-in Hybrid EV (PHEV) owners than Battery EV (BEV) owners. The results are expected to be helpful for shaping policies to promote the adoption of V2G.
汽车到电网(V2G)是电动汽车和电网的一项重要技术。本文首先利用2020年在北京收集的调查数据,深入了解了人们对V2G的三个主要优点和两个主要缺点的态度。此外,我们将实证结果纳入基于空间主体的电动汽车和V2G采用联合模型,以探讨人们对V2G利弊态度的变化如何影响V2G的采用。调查结果表明,人们往往最关心电池退化,最不关心电网支持。我们的扩散模拟表明,减轻纯电动汽车车主对电池退化的担忧和提高公众对V2G节省成本潜力的认识,可以显著增加将V2G与纯电动汽车和插电式混合动力汽车分别搭配使用的人数。然而,这些态度上的改善并没有导致V2G采用者的显著增加。此外,V2G在插电式混合动力电动汽车(PHEV)车主中比纯电动汽车(BEV)车主更容易扩散。预计研究结果将有助于制定促进V2G采用的政策。
{"title":"Consumers’ attitudes toward benefits and drawbacks of vehicle-to-grid technology: An agent-based model","authors":"Junbei Liu ,&nbsp;Chengxiang Zhuge ,&nbsp;Justin Hayse Chiwing G. Tang ,&nbsp;Meng Meng ,&nbsp;Jie Zhang","doi":"10.1080/15568318.2025.2546033","DOIUrl":"10.1080/15568318.2025.2546033","url":null,"abstract":"<div><div>Vehicle-to-Grid (V2G) is an important technology for Electric Vehicles (EVs) and the power grid. This paper first provided insights into people’s attitudes toward three key benefits and two key drawbacks of V2G, using survey data collected in Beijing in 2020. Further, we incorporated the empirical findings into a spatial agent-based joint model of EV and V2G adoption to explore how changes in people’s attitudes toward the benefits and drawbacks could influence the adoption of V2G. The survey results suggested that people tended to be most concerned about battery degradation and least concerned about grid support. Our diffusion simulation suggests that mitigating BEV owners’ concerns about battery degradation and enhancing public awareness of the cost-saving potential of V2G can significantly increase the number of people will/may adopt V2G with a BEV and a PHEV, respectively. However, these attitudinal improvements do not lead to a notable rise in V2G adopters. Furthermore, V2G tended to diffuse more easily across Plug-in Hybrid EV (PHEV) owners than Battery EV (BEV) owners. The results are expected to be helpful for shaping policies to promote the adoption of V2G.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"19 12","pages":"Pages 1105-1120"},"PeriodicalIF":3.9,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145645876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the emissions effect of integrating drones into mixed-mode logistics – A case study of a healthcare setting 调查将无人机集成到混合模式物流中的排放影响-以医疗保健环境为例研究
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2025-12-02 DOI: 10.1080/15568318.2025.2564851
Matt Grote , Andy Oakey , Aliaksei Pilko , Jakub Krol , Alex Blakesley , Tom Cherrett , James Scanlan , Bani Anvari , Antonio Martinez-Sykora
Interest is growing in the potential of using Uncrewed Aerial Vehicles (UAVs; known as drones) for logistics applications (i.e. last-mile payload delivery). Based on case studies of pathology specimens taken from patients at community clinics and transported to central laboratories for analysis, the effect on greenhouse gas emissions of using drones alongside more traditional transport modes (i.e. electric vans (e-vans) and bicycle couriers) in mixed-mode logistics systems was investigated for networks in locations with contrasting geographic characteristics. Results suggested that reductions in emissions of up to 83% were possible compared to e-van-only solutions. Notably, bicycle couriers made a considerable contribution to these reductions in some cases. In general, serving clinics that were remote and/or isolated tended to be where drones could offer a beneficial effect. Using drones was also associated with decreases in payload transit times (up to 76%) but increases in costs (up to 134%), raising a question regarding the true value of expedited delivery in a medical context.
人们对使用无人驾驶飞行器(uav)进行物流应用(即最后一英里有效载荷交付)的潜力越来越感兴趣。基于从社区诊所的患者身上采集病理标本并将其运送到中央实验室进行分析的案例研究,研究了混合模式物流系统中使用无人机和更传统的运输方式(即电动货车(e-vans)和自行车快递)对温室气体排放的影响,这些网络具有不同的地理特征。结果表明,与纯电动货车解决方案相比,可减少高达83%的排放量。值得注意的是,在某些情况下,自行车信使对这些减少作出了相当大的贡献。一般来说,为偏远和/或孤立的诊所服务往往是无人机可以提供有益效果的地方。使用无人机还与有效载荷运输时间缩短(最多76%)有关,但成本增加(最多134%),这就提出了一个问题,即在医疗环境中快速交付的真正价值。
{"title":"Investigating the emissions effect of integrating drones into mixed-mode logistics – A case study of a healthcare setting","authors":"Matt Grote ,&nbsp;Andy Oakey ,&nbsp;Aliaksei Pilko ,&nbsp;Jakub Krol ,&nbsp;Alex Blakesley ,&nbsp;Tom Cherrett ,&nbsp;James Scanlan ,&nbsp;Bani Anvari ,&nbsp;Antonio Martinez-Sykora","doi":"10.1080/15568318.2025.2564851","DOIUrl":"10.1080/15568318.2025.2564851","url":null,"abstract":"<div><div>Interest is growing in the potential of using Uncrewed Aerial Vehicles (UAVs; known as drones) for logistics applications (i.e. last-mile payload delivery). Based on case studies of pathology specimens taken from patients at community clinics and transported to central laboratories for analysis, the effect on greenhouse gas emissions of using drones alongside more traditional transport modes (i.e. electric vans (e-vans) and bicycle couriers) in mixed-mode logistics systems was investigated for networks in locations with contrasting geographic characteristics. Results suggested that reductions in emissions of up to 83% were possible compared to e-van-only solutions. Notably, bicycle couriers made a considerable contribution to these reductions in some cases. In general, serving clinics that were remote and/or isolated tended to be where drones could offer a beneficial effect. Using drones was also associated with decreases in payload transit times (up to 76%) but increases in costs (up to 134%), raising a question regarding the true value of expedited delivery in a medical context.</div></div>","PeriodicalId":47824,"journal":{"name":"International Journal of Sustainable Transportation","volume":"19 12","pages":"Pages 1200-1219"},"PeriodicalIF":3.9,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145645878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Sustainable Transportation
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1