A MATSim model methodology to generate cycling-focused transport scenarios in England

IF 2.7 Q1 GEOGRAPHY Journal of Urban Mobility Pub Date : 2024-06-01 DOI:10.1016/j.urbmob.2024.100078
David Alvarez Castro , Alistair Ford , Philip James , Roberto Palacín , Dominik Ziemke
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Abstract

Climate change is considered the most pressing environmental challenge of our time, being transport one of the major contributors. Consequently, transport models are required to test different urban mobility policies that can shift travel to more sustainable transport modes (e.g., active modes). This paper focuses on the development of a validated agent-based model (MATSim) applying a novel open-source methodology to generate the main input datasets, easily transferrable to any region in England. Required input datasets (synthetic population and network) are described with a high level of detail, identifying the datasets and tools used to develop them, with special interest in the simulation of cycling routes. A new attribute (quietness) ranking roads for cycling depending on their built-environment characteristics was incorporated into the MATSim bicycle extension. The results obtained in this paper show the baseline transport model of the Tyne and Wear region (England), where discrepancies up to 3.5% in transport mode shares and minimal differences in vehicle counts in urban areas were obtained, and a realistic representation of the routes chosen by the agents using bicycles is obtained. This provides the basis for the development of similar MATSim implementation in other UK regions.

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采用 MATSim 模型方法生成英格兰以自行车为重点的交通方案
气候变化被认为是当代最紧迫的环境挑战,而交通是造成气候变化的主要因素之一。因此,需要交通模型来测试不同的城市交通政策,以便将出行方式转变为更可持续的交通模式(如主动模式)。本文重点介绍基于代理的有效模型(MATSim)的开发,该模型采用新颖的开源方法生成主要输入数据集,可轻松转移到英格兰的任何地区。对所需的输入数据集(合成人口和网络)进行了详细描述,确定了用于开发这些数据集的数据集和工具,特别关注自行车路线的模拟。在 MATSim 自行车扩展中加入了一个新的属性(安静度),根据建筑环境特征对道路进行骑行排名。本文获得的结果显示了泰恩和威尔地区(英格兰)的基线交通模型,在该模型中,交通模式份额的差异可达 3.5%,城市地区车辆数量的差异极小,并且真实地反映了使用自行车的代理所选择的路线。这为在英国其他地区开发类似的 MATSim 实施方案奠定了基础。
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