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Ultimate Load-Bearing Capacity of Rigid Two-Way Pavements Placed on Geosynthetic-Supported Soil Embankment 土工合成土路堤刚性双向路面极限承载能力研究
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-09-11 DOI: 10.1177/03611981231193408
Debashis Manna, Gunasekaran Santhoshkumar, Priyanka Ghosh
This study investigates the ultimate load-bearing capacity of rigid two-way concrete pavements placed on conventional and reinforced soil embankments using upper-bound limit analysis (UBLA). In the presence of the median strip, upper-bound solutions of rigid pavements resting on reinforced embankments did not draw much attention from previous researchers. Therefore, a rigorous UBLA is performed, adopting the multi-block failure mechanism for the intended purpose. The true upper-bound solution is achieved by satisfying the conditions of geometric compatibility and kinematic admissibility. The effects of the proximity of dual carriageways and embankment slopes on the load-bearing capacity of pavements are expressed in relation to interaction factors. The critical spacing beyond which the proximity effect ceases to exist is estimated for different slope angles of the embankment. A parametric investigation is performed to understand the influence of various soil parameters, embankment geometry, and layers of reinforcement. A notable improvement in the performance of two closely spaced rigid pavements can be observed by providing additional layers of reinforcement. The current outcomes are sensible and match well with the existing investigations.
本研究利用上限分析(UBLA)研究了放置在常规和加筋土路堤上的刚性双向混凝土路面的极限承载能力。在中间带存在的情况下,加固路堤刚性路面的上界解并没有引起前人的重视。因此,执行严格的UBLA,采用多块失效机制达到预期目的。在满足几何相容和运动容许的条件下,得到了真正的上界解。双行车道和路堤边坡的邻近性对路面承载能力的影响以相互作用因素的关系表示。在不同坡角的路堤上,估计了邻近效应不再存在的临界间距。进行参数调查以了解各种土壤参数,路堤几何形状和加固层的影响。通过提供额外的加固层,可以观察到两个紧密间隔的刚性路面性能的显著改善。目前的结果是合理的,与现有的调查结果吻合得很好。
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引用次数: 0
Shared E-Scooter User Characteristics and Usage Patterns across Four U.S. Cities 美国四个城市共享电动滑板车用户特征和使用模式
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-09-11 DOI: 10.1177/03611981231194626
Wencui Yang, Mostafa Jafarzadehfadaki, Xiang Yan, Xilei Zhao, Xia Jin, Daniel Frolich, Virginia P. Sisiopiku
The rapid growth of shared e-scooters around the world creates an interest and a need to understand who uses shared e-scooters, trip patterns, and modal shift impacts. To shed light on these questions, this study conducted an online survey ( N = 1498) to collect information on shared e-scooter use in four U.S. cities: Birmingham, AL, Washington D.C., Los Angeles, CA, and Miami, FL. The paper provides a comprehensive view of shared e-scooter use in different cities and reveals the similarities and differences in e-scooter users’ socioeconomic characteristics. Furthermore, the results of a binary logistic model show the impact of socioeconomic and travel modal choice factors on predicting shared e-scooter usage. The findings suggest that male, younger, and more affluent users who live in smaller households owning fewer vehicles are more likely to use shared e-scooter services. The relationships between income level, race/ethnicity, or e-scooter ownership and the usage of shared e-scooters are not statistically significant. The McFadden’s R 2 of the binary logistic regression model indicates an excellent fit. The results also show that compared with non-users, shared e-scooter users tend to assess travel cost as more important and travel safety as less important in their mode choice. The findings from this work can help city planners, policymakers, and other micromobility stakeholders in their efforts to promote the adoption of shared e-scooters and improve on deployment practices of shared e-scooters at their locations.
共享电动滑板车在全球范围内的快速增长,引发了人们对了解谁在使用共享电动滑板车、出行模式和模式转换影响的兴趣和需求。为了阐明这些问题,本研究进行了一项在线调查(N = 1498),收集了四个美国城市的共享电动滑板车使用信息:伯明翰,AL,华盛顿特区,洛杉矶,CA和迈阿密,FL。本文提供了不同城市共享电动滑板车使用的综合视图,并揭示了电动滑板车用户社会经济特征的异同。此外,二元logistic模型的结果显示了社会经济因素和出行方式选择因素对预测共享电动滑板车使用情况的影响。研究结果表明,家庭规模较小、车辆较少的男性、年轻、富裕用户更有可能使用共享电动滑板车服务。收入水平、种族/民族或电动滑板车所有权与共享电动滑板车的使用之间的关系在统计上不显著。二元logistic回归模型的McFadden’s r2表明拟合很好。结果还表明,与非共享电动滑板车用户相比,共享电动滑板车用户在选择出行方式时更看重出行成本,而出行安全则不那么重要。这项工作的发现可以帮助城市规划者、政策制定者和其他微型交通利益相关者努力促进共享电动滑板车的采用,并改善共享电动滑板车在其所在地的部署实践。
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引用次数: 0
Curbside Parking Monitoring With Roadside LiDAR 路边激光雷达的路边停车监控
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-09-07 DOI: 10.1177/03611981231193410
Zhihui Chen, Hao Xu, Junxuan Zhao, Hongchao Liu
Cities worldwide are striving to find more efficient approaches to address the prevalent parking challenges in urban areas. A key aspect of achieving an optimal parking environment is the collection of curbside parking data, which enables informed decision-making and effective management of on-street parking spaces. This study proposes a solution for curbside parking monitoring and data collection using roadside LiDAR systems. By leveraging laser beam variation detection, this solution can extract essential information about parking usage. Unlike existing solutions, such as imagery or embedded sensor-based monitoring, our solution offers portability and ease of deployment for short-term or long-term curbside parking data collection. Additionally, the LiDAR sensor captures only three-dimensional data and is independent of illumination conditions, ensuring stable operation throughout the day while safeguarding privacy by not capturing imagery. These features align with the requirements of city agencies for parking data collection. The workflow follows a simple trend without the need for complex training, as typically seen in machine learning-based methods, and instead relies on parameter tuning based on real-world environmental factors. To validate the effectiveness of our method, we collected curbside parking data for five days at a midtown traffic junction with eight parking spaces. Manual validation confirmed a 95% match between identified parking events and observed data across different time periods. The study further presents parking statistics based on the identified events, revealing crucial insights about parking usage in the study area.
世界各地的城市都在努力寻找更有效的方法来解决城市地区普遍存在的停车挑战。实现最佳停车环境的一个关键方面是收集路边停车数据,从而实现对路边停车位的知情决策和有效管理。本研究提出了一种使用路边激光雷达系统进行路边停车监控和数据收集的解决方案。通过利用激光光束变化检测,该解决方案可以提取有关停车使用的基本信息。与现有的解决方案(如图像或基于嵌入式传感器的监控)不同,我们的解决方案提供了便携性和易部署性,可用于短期或长期路边停车数据收集。此外,激光雷达传感器只捕获三维数据,与照明条件无关,确保全天稳定运行,同时通过不捕获图像来保护隐私。这些功能符合城市机构对停车数据收集的要求。工作流程遵循一种简单的趋势,不需要复杂的训练,这在基于机器学习的方法中很常见,而是依赖于基于现实世界环境因素的参数调整。为了验证我们方法的有效性,我们在市中心一个有八个停车位的交通路口收集了五天的路边停车数据。人工验证证实,在不同时间段内,识别的停车事件和观察到的数据之间有95%的匹配。该研究进一步提供了基于已识别事件的停车统计数据,揭示了研究区域停车使用的重要见解。
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引用次数: 0
Design and Full-Scale Testing of New MASH Test Level 4 (TL-4) Alaska 2-Tube Bridge Rail 新型MASH测试4级(TL-4)阿拉斯加双管桥轨道的设计和全尺寸测试
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-08-09 DOI: 10.1177/03611981221140377
W. Williams, Sana Moran, E. Marx
The purpose of this project was to design and test a new Alaska multi-state 2-tube bridge rail meeting the safety-performance evaluation guidelines included in the American Association of State Highway and Transportation Officials (AASHTO) Manual for Assessing Safety Hardware (MASH), Second Edition 2016. The new 2-tube bridge rail designed and tested for this project was crash tested in accordance with MASH Test Level 4 (TL-4). Three crash tests were performed. The new bridge rail is 38 in. tall from the top of asphalt overlay and anchors to a 10 in. high by 18 in. wide curb. The curb was cast on top of a 35 ¾ in. wide deck cantilever that varied in thickness from 6 in. at the extreme field side edge to 12 in. at the exterior girder element. The posts were spaced on 10 ft centers. The posts were anchored to the concrete curb and deck using four 7/8 in. diameter A449 anchor bolts. The two-tube rail elements consisted of two HSS7 × 5 × 3/8 tubular elements. The calculated strength of the design was 77 kip at a height of 30 in. The bridge rail was considered acceptable for strength as per the AASHTO Load and Resistance Factor Design (LRFD) Section 13 Bridge Design Specifications. A test specimen of the bridge rail was constructed and crash tested per MASH TL-4. The new two-tube bridge rail met all the performance requirements of MASH TL-4. Details of the design and testing of the new bridge rail are provided in this paper.
本项目的目的是设计和测试一种符合美国国家公路与运输官员协会(AASHTO)《安全硬件评估手册》(MASH)2016年第二版中安全性能评估指南的阿拉斯加多州双管桥轨。为本项目设计和测试的新型双管桥轨按照MASH测试等级4(TL-4)进行了碰撞测试。进行了三次碰撞试验。新的桥轨是38 从沥青覆盖层和锚固件顶部到10 英寸高乘以18 宽路缘。路缘石是在35¾ 宽甲板悬臂,厚度从6 在极端场侧边缘处为12 在外部梁元件处。柱子的间距为10 ft中心。使用四个7/8将立柱固定在混凝土路缘石和甲板上 直径为A449的地脚螺栓。两个管轨元件由两个HSS7组成 × 5. × 3/8管状元件。设计的计算强度为77 在30米高处跳跃 根据AASHTO荷载和阻力系数设计(LRFD)第13节《桥梁设计规范》,桥轨的强度被认为是可接受的。根据MASH TL-4建造了桥梁钢轨的试样并进行了碰撞试验。新型双管桥轨满足MASH TL-4的所有性能要求。本文详细介绍了新型桥梁钢轨的设计和试验情况。
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引用次数: 0
Terra Incognita: California Transit Agency Perspectives on Demand, Service, and Finance in the Age of COVID-19 未知领域:加州交通机构在COVID-19时代对需求、服务和财务的看法
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-08-07 DOI: 10.1177/03611981231182963
Hannah King, Jacob L. Wasserman, Brian D. Taylor
The COVID-19 pandemic upended transit use, finance, and management. To investigate these effects two years into the pandemic, we conducted 21 semi-structured interviews with senior managers at transit agencies in the most populous U.S. state, California. We found that the pandemic generated many operational and managerial challenges for transit agencies. Ridership plummeted, then slowly recovered, but is still well below pre-pandemic levels at most agencies. Commuter trips to and from major job centers were especially slow to return. In response to decreased demand, public health concerns, and uncertain finances, many agencies cut services and spending early on. As a result, fare revenues declined, in some cases precipitously. However, federal pandemic relief funds proved essential in filling budgetary gaps, stabilizing finances, preventing layoffs, and maintaining services. Other transit subsidies mostly bounced back robustly. Our interviews suggest that, though California transit agencies experimented with free fares, few fareless programs were made permanent. Their challenges include considerable uncertainty associated with future travel demand, looming financial shortfalls at systems that formerly had high farebox recovery and are still drawing on federal pandemic funds to backfill their fare revenue losses, and protracted labor shortages of drivers and mechanics that are preventing many systems from providing desired levels of service.
2019冠状病毒病大流行颠覆了交通运输的使用、融资和管理。为了调查大流行两年后的这些影响,我们对美国人口最多的加利福尼亚州的运输机构的高级管理人员进行了21次半结构化访谈。我们发现,大流行病给过境机构带来了许多业务和管理方面的挑战。客流量急剧下降,然后缓慢恢复,但在大多数机构仍远低于大流行前的水平。往返于主要就业中心的通勤出行尤其缓慢。为了应对需求下降、公共卫生问题和不确定的财政状况,许多机构早早削减了服务和支出。结果,票价收入下降,在某些情况下甚至是急剧下降。然而,事实证明,联邦大流行病救济基金在填补预算缺口、稳定财政、防止裁员和维持服务方面至关重要。其他交通补贴大多强劲反弹。我们的采访表明,尽管加州的公交机构尝试过免费乘车,但很少有免费乘车的项目被永久保留下来。他们面临的挑战包括:与未来出行需求相关的相当大的不确定性;以前票价回收率高、仍在利用联邦流行病基金弥补票价收入损失的系统即将出现资金短缺;以及司机和机械师的长期劳动力短缺,这阻碍了许多系统提供预期的服务水平。
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引用次数: 0
Flight Time and Flight Traffic Before, During, and After the Pandemic: What Has Changed? 大流行之前、期间和之后的飞行时间和飞行交通:发生了什么变化?
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-07-13 DOI: 10.1177/03611981231184248
Jing Xu, Lu Dai, M. Hansen
This paper develops a model for quantifying the relationship between flight volume and its operational performance at the macro level and investigating whether there are any changes before, during, and after the pandemic. Inspired by the market basket concept from economics, we first calculate macro-level effective flight time (EFT) for the U.S. domestic flight market by constructing a flight basket. Semi-log-linear models are developed to formulate the relationship between the total number of flights and macro-level EFT and its components. The estimation results indicate that the total number of flights has a positive and significant impact on EFT and its components, with 29.244 min longer for the weighted EFT for the analysis period compared with a zero-traffic scenario. Further investigations into the post-pandemic period verify the performance of the model and indicate that deteriorating operational performance in this period, especially with regard to gate delay and taxi-in time, is not only a result of the recovery of the flight market.
本文开发了一个模型,用于在宏观层面量化航班量与其运营绩效之间的关系,并调查疫情之前、期间和之后是否有任何变化。受经济学市场篮子概念的启发,我们首先通过构建飞行篮子来计算美国国内航班市场的宏观有效飞行时间。开发了半对数线性模型来表示航班总数与宏观水平EFT及其组成部分之间的关系。估计结果表明,航班总数对EFT及其组成部分产生了积极而显著的影响,为29.244 与零流量场景相比,分析时段的加权EFT的最小时间更长。对疫情后时期的进一步调查验证了该模型的性能,并表明这一时期运营性能的恶化,特别是在登机口延误和及时滑行方面,不仅是航班市场复苏的结果。
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引用次数: 0
Integrated Scheduling of Automatic Guided Vehicles and Automatic Stacking Cranes in Automated Container Terminals Considering Landside Buffer Zone 考虑陆边缓冲区的自动化集装箱码头自动导引车与自动堆垛起重机综合调度
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-06-30 DOI: 10.1177/03611981231168862
Jianguo Duan, Linzhe Li, Qinglei Zhang, Jiyun Qin, Ying Zhou
The enhancement of the efficiency of automated container terminals (ACTs) and promotion of energy saving and emission reduction have attracted increasing attention in the construction of resource-saving and environment-friendly ports. In this paper, an integrated scheduling optimization model of automatic guided vehicles (AGVs) and automatic stacking cranes (ASCs) is proposed to resolve the problem of long round trips and high energy consumption of ASCs in typical ACTs. The configurations of ACTs considering the landside buffer zone were analyzed. First, the feasibility of integrated scheduling when considering a landside buffer zone is introduced. The study also analyzes the problems that must be resolved for the integrated scheduling of AGVs and ASCs using the aforementioned layout handling technology. Subsequently, a multi-objective optimization model for the integrated scheduling of AGVs and ASCs considering the landside buffer zone was developed. In this model, the operations of AGVs and ASCs are divided into four categories: load transport, no-load transport, load/unload, and waiting. The objective of formulating the model was to minimize the makespan and total energy consumption. Finally, an improved non-dominated ranking genetic algorithm, NSGA-II, is employed to optimize the model. The results show that the makespan and total energy consumption of the integrated scheduling of AGVs and ASCs considering the landside and seaside buffer zones are better than those considering only the seaside buffer zone.
自动化集装箱码头效率的提高和节能减排的推进日益受到资源节约型、环境友好型港口建设的关注。针对自动导引车(agv)和自动堆垛起重机(ASCs)在典型ACTs中往返路程长、能耗高的问题,提出了一种自动导引车和自动堆垛起重机(ASCs)的综合调度优化模型。分析了考虑陆侧缓冲区的ACTs的配置。首先,介绍了考虑陆边缓冲区时综合调度的可行性。研究还分析了采用上述布局处理技术实现agv和asc综合调度必须解决的问题。在此基础上,建立了考虑陆侧缓冲区的agv和ASCs综合调度的多目标优化模型。在该模型中,agv和asc的操作分为四类:载运、空载、装卸和等待。制定模型的目的是最小化完工时间和总能耗。最后,采用改进的非支配排序遗传算法NSGA-II对模型进行优化。结果表明:考虑陆边和滨海缓冲带的agv和ASCs综合调度的最大跨度和总能耗优于仅考虑滨海缓冲带的agv和ASCs综合调度。
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引用次数: 3
Using a Proposed Risk Computation Procedure and Bow-Tie Diagram as a Method for Maritime Security Assessment 基于风险计算程序和领结图的海上安全评估方法
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-06-30 DOI: 10.1177/03611981231173641
Panayiotis Papageorgiou, Zacharias Dermatis, Athanasios Anastasiou, Panagiotis Liargovas, Stratos Papadimitriou
Terrorism, piracy, robbery, and cyber-threats on ships and at port facilities, as well as smuggling and drug trafficking through cargo and containers, are some of the international security problems for which national maritime security services must provide solutions. Cyber-attack is considered particularly important as it can be combined with all the other security vulnerabilities in the shipping industry. There is no extensive and in-depth literature for the risk acceptance criteria concerning maritime security. Basic information is drawn from other areas, such as civil aviation. It is necessary to standardize these criteria, as is the case with formal safety assessment, where practitioners know how to gather information, to make comparisons with previous experience, and to make decisions that are often based on experience from the past. The aim of the present study is to address the issue of maritime security through the development of a method applicable to the maritime industry that evaluates and manages maritime security-related risks. Security cost-benefit analysis and decision-making procedures will be required in the future. The proposed method uses the bow-tie diagram tool for the estimation of risk. A risk computation procedure is described after the application of a set of prevention barriers, which is based mainly on the accuracy of the definition of the probability and the contribution of each threat, as well as the accuracy of estimation of the effectiveness value of each prevention barrier for the same threat as defined by the user. Similarly, the risk computation for each consequence, after the application of a set of mitigation barriers, is based mainly on the accuracy of the definition of the risk value of each consequence as well as on the accuracy of the estimation of the effectiveness value of each mitigation barrier for the same consequence as defined by the user. The results of the risk computation appear in the bow-tie diagram providing a colored scheme of the risk values obtained for the top event and consequences after the introduction of the necessary prevention and mitigation barriers.Terrorism, piracy, robbery, cyber-threats, smuggling and drug trafficking etc., are some of the international security problems due to which the national maritime security services must provide solutions. There is no extensive literature for the risk acceptance criteria concerning maritime security and basic information is drawn from other areas. The aim of the proposed study is to develop a method applicable to the maritime industry that evaluates and manages maritime security related risks in a case of cyber-security. Security Cost-Benefit Analysis and Decision Making procedure will be required in the future. The proposed method uses the Bow-Tie diagram tool for the estimation of the risk. A risk computation procedure is described after the application of prevention barriers, which is based mainly on the accuracy of the definition of t
针对船舶和港口设施的恐怖主义、海盗、抢劫和网络威胁,以及通过货物和集装箱进行的走私和贩毒,都是各国海事安全部门必须提供解决方案的一些国际安全问题。网络攻击被认为是特别重要的,因为它可以与航运业的所有其他安全漏洞相结合。关于海上安全的风险接受准则,目前还没有广泛深入的文献。基本信息来自其他领域,如民用航空。有必要将这些标准标准化,就像正式的安全评估一样,从业者知道如何收集信息,与以前的经验进行比较,并根据过去的经验做出决定。本研究的目的是通过开发一种适用于海事行业的方法来评估和管理海事安全相关风险,从而解决海事安全问题。未来将需要安全成本效益分析和决策程序。所提出的方法使用领结图工具进行风险估计。在应用一组预防屏障后,描述了一种风险计算过程,该过程主要基于对每种威胁的概率和贡献定义的准确性,以及对用户定义的同一威胁的每个预防屏障的有效性值估计的准确性。同样,在应用了一组缓解障碍之后,每个后果的风险计算主要基于对每个后果的风险值定义的准确性,以及对用户定义的相同后果的每个缓解障碍的有效性值估计的准确性。风险计算的结果显示在领结图中,该领结图提供了在引入必要的预防和缓解障碍后为最高事件和后果获得的风险值的彩色方案。恐怖主义、海盗、抢劫、网络威胁、走私和贩毒等国际安全问题是各国海上安全部门必须提供解决方案的问题。关于海上安全的风险接受标准没有广泛的文献,基本信息来自其他领域。拟议研究的目的是开发一种适用于海事行业的方法,以评估和管理网络安全情况下的海事安全相关风险。未来将需要安全成本效益分析和决策程序。提出的方法使用蝴蝶结图工具对风险进行估计。在应用预防屏障后,描述了一个风险计算过程,该过程主要基于对每个威胁(i)的概率pi和贡献ci的定义的准确性,以及用户对同一定义的威胁(i)的每个预防屏障(j)的有效性值eij的估计的准确性。同样,在应用缓解障碍后,每个后果的风险计算主要基于每个后果(i)的风险值RV i定义的准确性,以及用户对相同定义的后果(i)的每个缓解障碍(j)的有效性值eij估计的准确性。风险计算的结果显示在领结图中,该领结图提供了获得的顶级事件和后果的风险值的彩色方案。
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引用次数: 0
Generating homozygous mutant populations of barley microspores by ethyl methanesulfonate treatment. 甲基磺酸乙酯处理产生大麦小孢子纯合突变体群体。
IF 3.6 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-06-28 eCollection Date: 2023-09-01 DOI: 10.1007/s42994-023-00108-6
Linli Huang, Guangqi Gao, Congcong Jiang, Guimei Guo, Qiang He, Yingjie Zong, Chenghong Liu, Ping Yang

Induced mutations are important for genetic research and breeding. Mutations induced by physical or chemical mutagenesis are usually heterozygous during the early generations. However, mutations must be fixed prior to phenotyping or field trials, which requires additional rounds of self-pollination. Microspore culture is an effective method to produce double-haploid (DH) plants that are fixed homozygotes. In this study, we conducted ethyl methanesulfonate (EMS)-induced mutagenesis of microspore cultures of barley (Hordeum vulgare) cultivar 'Hua30' and landrace 'HTX'. The EMS concentrations were negatively correlated with the efficiency of callus induction and the frequency of mutant plant regeneration. The two genotypes showed different regeneration efficiencies. The phenotypic variation of the regenerated M1 plants and the presence of genome-wide nucleotide mutations, revealed by whole-genome sequencing, highlight the utility of EMS-induced mutagenesis of isolated microspore cultures for developing DH mutants. Genome-wide analysis of the mutation frequency in the regenerated plants revealed that a considerable proportion of mutations resulted from microspore culture (somaclonal variation) rather than EMS-induced mutagenesis. In addition to producing a population of 1972 homozygous mutant lines that are available for future field trials, this study lays the foundation for optimizing the regeneration efficiency of DH plants and the richness of mutations (mainly by fine-tuning the mutagen dosage).

诱导突变对遗传研究和育种具有重要意义。由物理或化学诱变引起的突变在早期世代中通常是杂合的。然而,突变必须在表型或田间试验之前固定,这需要额外的自花授粉。小孢子培养是产生固定纯合子的双单倍体植株的有效方法。本研究对大麦(Hordeum vulgare)品种“花30”和地方品种“HTX”的小孢子培养物进行了甲基磺酸乙酯诱变。EMS浓度与愈伤组织诱导效率和突变体植株再生频率呈负相关。两个基因型表现出不同的再生效率。全基因组测序显示,再生M1植株的表型变异和全基因组核苷酸突变的存在,突出了ems诱导的分离小孢子培养物诱变用于产生DH突变体的实用性。对再生植株突变频率的全基因组分析表明,相当大比例的突变是由小孢子培养(体细胞无性系变异)引起的,而不是由ems诱导的突变。本研究除了产生1972个纯合突变系,可用于未来的田间试验外,还为优化DH植株的再生效率和突变丰富度(主要是通过微调诱变剂剂量)奠定了基础。
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引用次数: 0
Using Twitter to Gauge Customer Satisfaction Response to a Major Transit Service Change in Calgary, Canada 使用Twitter来衡量加拿大卡尔加里公交服务重大变化的客户满意度
4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2023-06-21 DOI: 10.1177/03611981231179167
Rami Al-Sahar, Willem Klumpenhouwer, Amer Shalaby, Tamer El-Diraby
Measuring public opinion about the quality of transit services is a key factor in understanding and addressing customer dissatisfaction and increasing customer loyalty and ridership. Sentiment analysis using social media—in particular Twitter—is a relatively cheap and potentially powerful complement to traditional survey methods, which are expensive and limited in sample size. This study aims to evaluate customer response to the introduction of Calgary Transit’s MAX routes. We compared customer satisfaction expressed on Twitter with measured service reliability in the form of on-time performance. We also employed a qualitative research approach using content analysis from Twitter to gauge rider satisfaction over several service attributes before and after the service change. A transit-specific sentiment lexicon was developed to support this study using a hybrid approach. This lexicon outperformed generic sentiment lexicons traditionally used in transit studies with regard to both accuracy (18.4%) and F1-score (7.1%). We found that the overall perception of on-time performance from riders using Twitter was similar to the actual performance in the field. This was also observed for one individual route on which stops with poor schedule adherence were linked with negative feedback. This study concludes that combining customer-oriented measures from Twitter with operational-oriented ones would enable transit agencies to make better-informed decisions for planning and operational purposes.
衡量公众对公交服务质量的看法是理解和解决顾客不满、提高顾客忠诚度和客流量的关键因素。使用社交媒体(尤其是twitter)进行情绪分析是对传统调查方法的一种相对便宜且潜在强大的补充,传统调查方法昂贵且样本量有限。本研究旨在评估客户对引入卡尔加里运输公司MAX航线的反应。我们比较了在Twitter上表达的客户满意度和以准时表现形式衡量的服务可靠性。我们还采用了一种定性研究方法,利用Twitter的内容分析来衡量乘客在服务改变前后对几个服务属性的满意度。使用混合方法开发了过境特定情绪词典来支持这项研究。该词典在准确性(18.4%)和f1得分(7.1%)方面都优于转运研究中传统使用的一般情感词典。我们发现,使用Twitter的乘客对准点率的总体看法与现场的实际表现相似。这也被观察到在一个单独的路线上,不遵守时间表的站点与负面反馈有关。这项研究的结论是,将Twitter上以客户为导向的措施与以运营为导向的措施相结合,将使交通机构能够为规划和运营目的做出更明智的决策。
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引用次数: 1
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Transportation Research Record
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