Spatiotemporal traffic forecasting: review and proposed directions

This paper systematically reviews studies that forecast short-term traffic conditions using spatial dependence between links. We extract and synthesise 130 research papers, considering two perspectives: (1) methodological framework and (2) methods for capturing spatial information. Spatial information boosts the accuracy of prediction, particularly in congested traffic regimes and for longer horizons. Machine learning methods, which have attracted more attention in recent years, outperform the naïve statistical methods such as historical average and exponential smoothing. However, there is no guarantee of superiority when machine learning methods are compared with advanced statistical methods such as spatiotemporal autoregressive integrated moving average. As for the spatial dependency detection, a large gulf exists between the realistic spatial dependence of traffic links on a real network and the studied networks as follows: (1) studies capture spatial dependency of either adjacent or distant upstream and downstream links with the study link, (2) the spatially relevant links are selected either by prejudgment or by correlation-coefficient analysis, and (3) studies develop forecasting methods in a corridor test sample, where all links are connected sequentially together, assume a similarity between the behaviour of both parallel and adjacent links, and overlook the competitive nature of traffic links.     

Locating rental stations and bikeways in a public bike system

To determine the spatial distribution of rental stations and bikeways in a public bike system, this paper proposes a facility location and network design model. The model is developed as a multi-objective programing problem that considers four objectives (minimizing cyclist risk, maximizing cyclist comfort, minimizing adverse impacts on traffic and maximizing service coverage) and multiple constraints (monetary budget, network connectivity, station spacing, bikeway types, station number and value ranges of decision variables). The ε-constraint method solves the programing problem for the public bike system in Daan District, Taipei City, Taiwan. The nine non-dominated alternatives generated are all markedly better than existing locations of rental stations and bikeways. Scenario analysis results indicate that increasing the construction budget for bikeways significantly improves cyclist safety and comfort whilst increasing the adverse impact on traffic. Planners can use this model to develop public bike systems that spatially integrate rental stations and bikeway networks.     

云南省民航客运发展预测

民航运输是云南省在进行综合交通运输建设的重点之一,也是该省在未来十四五(2021-2025年)和十五五(2026-2030年)规划期间的研究热点。本文以云南省为研究范围,以省内民航客运为研究对象,选取省内主要的社会经济因素为影响因子,运用主成分分析法(PCA)、反向传播神经网络算法(BP神经网络算法)和回归分析法,构建了省内民航客运的预测模型,得出省内各主要机场在十四五末和十五五末的预计旅客吞吐量,对省政府在进行机场改扩建上有一定的指导意义。     

活断层错动位移下衬砌断面型式对隧道结构的影响

以棋盘石隧道为工程背景,采用有限元方法,设置五种不同仰拱半径的三心圆断面,对比研究了活动断层错动下不同衬砌断面型式对链式结构隧道受力及塑性变形的影响。结果表明:断层错动引起隧道二次衬砌受到拉张、剪切、挤压组合作用;断层错动引起的高应力带主要在断层带内的节段拱脚位置,且峰值位于上盘,剪切缝能有效地吸收断层错动产生的拉应力;在隧道断面不断趋向正圆的过程中,二次衬砌最大主应力、最小主应力、剪应力均呈减小趋势,等效塑性应变呈增大趋势。     

集聚经济视角下轨道交通投资对城市系统均衡的影响

随着城镇化进程加快,城市规模增加所带来的集聚效应和交通拥堵等负外部性之间的矛盾越来越突出,优化城市交通基础设施建设是缓解该矛盾的重要举措。本文同时考虑了集聚经济和交通拥挤两种外部性,构建并求解了一个两区域城市空间结构模型,分三种情况探究了轨道交通的投资引入和道路容量的优化对城市规模和城市空间结构均衡的影响。结果表明,轨道交通的投资引入能够增加城市人口规模和社会福利,使城市结构更加紧凑。但是,随着集聚经济水平的提高,城市规划者应逐步完善公交配套设施,以降低公交拥挤成本,提高公交出行分担率;还应制定相应的福利政策,避免由于个体效用下降而导致人口流出。     

聚合物水泥混凝土复合式路面关键技术研究

聚合物水泥混凝土（犘犆犆）复合式路面是针对普通水泥路面的缺陷而提出的一种新型路面结构形式。文章对犘犆犆的材料选择与制备以及路用性能进行了研究,指出犘犆犆在强度、刚度、抗弯拉疲劳性能、耐久性能等方面相对普通水泥混泥土有着明显的优势,同时结合工程实例,分析了犘犆犆复合式路面关键施工技术中存在的问题,并提出相应的解决措施。     

大跨度连续刚构桥施工期截面应力测试与分析

广西布柳河大桥主桥为主跨235m、墩高97米、桥宽仅8.3米的特柔预应力混凝土连续刚构桥。文章结合主桥施工监控实践,介绍大跨高墩连续刚构桥施工期截面应力测试及数据分析的方法,为同类桥型施工提供参考。     

综合交通线网规划方案合理性评价内涵探讨

文章从合理性的一般哲学解释出发,论证出综合交通线网规划方案合理性存在的必然性,然后分别从多方式合理分工、各交通线路分阶段整体推进、交通线网投资实施总体控制、交通网络构建符合OD分布规律、以及线网规划目标考虑资源消耗限制等方面,深入分析合理的综合交通体系应具备的特征,并由此推荐系列评价指标集,从而为综合交通线网规划方案合理性评价提供理论依据。     

The impact of major road developments on the spheres of urban influence of Japanese cities

This study aims to measure the impact of major road developments on the spheres of urban influence of Japanese cities.First, the sphere of urban influence is defined by application of an individual behavior model. The model explains the number of trips to representative cities in regions from the residential place of each individual using the following factors; the attractiveness of cities, the travel time to cities and the individual's free time. Development of major roads shortens the travel time, and this causes the change in the sphere of urban influence. The model we propose has the structure to explain this phenomenon.Second, this method is applied to all of Japan where expressways are now being rapidly constructed and, how they change spheres of urban influence is explained. In the application, as a measure of attractiveness of cities, population, commercial and industrial activity, etc. are considered. From these points of view, the impacts of construction of expressways in Japan are estimated.     

广西路网工程路线设计方法

文章结合广西路网工程建设背景、路网工程建设程序、路线设计步骤,介绍了以公路运行安全、新征用土地数量、工程造价、地形地物、方便施工等为原则控制路线的设计方法,同时针对当前路网工程路线设计中存在的主要问题,提出了相关的处理措施。