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Bicycle infrastructure networks must meet the needs of cyclists to position cycling as a viable transportation choice in cities. In particular, protected infrastructure should be planned cohesively for the whole city and spacious enough to…

物理与社会 · 物理学 2025-02-06 Alessandro Lonardi , Michael Szell , Caterina De Bacco

Cycling is a promising solution to unsustainable urban transport systems. However, prevailing bicycle network development follows a slow and piecewise process, without taking into account the structural complexity of transportation…

物理与社会 · 物理学 2022-04-27 Michael Szell , Sayat Mimar , Tyler Perlman , Gourab Ghoshal , Roberta Sinatra

The lack of cycling infrastructure in urban environments hinders the adoption of cycling as a viable mode for commuting, despite the evident benefits of (e-)bikes as sustainable, efficient, and health-promoting transportation modes. Bike…

最优化与控制 · 数学 2024-12-03 Nina Wiedemann , Christian Nöbel , Lukas Ballo , Henry Martin , Martin Raubal

We study an urban bike lane planning problem based on the fine-grained bike trajectory data, which is made available by smart city infrastructure such as bike-sharing systems. The key decision is where to build bike lanes in the existing…

人工智能 · 计算机科学 2020-08-25 Sheng Liu , Zuo-Jun Max Shen , Xiang Ji

Understanding the motivators and deterrents to cycling is essential for creating infrastructure that gets more people to adopt cycling as a mode of transport. This paper demonstrates a new approach to support the prioritization of cycling…

物理与社会 · 物理学 2021-05-11 Hussein Mahfouz , Elsa Arcaute , Robin Lovelace

Promoting active mobility like cycling relies on the availability of well-connected, high-quality bicycle networks. However, expanding these networks over an extended planning horizon presents one of the most complex challenges in transport…

物理与社会 · 物理学 2025-05-06 Christoph Steinacker , Mads Paulsen , Malte Schröder , Jeppe Rich

Active mobility is becoming an essential component of the green transition in modern cities. However, the challenge of designing an efficient network of protected bike lanes without disrupting existing road networks for motorised vehicles…

Urban transportation networks, from sidewalks and bicycle paths to streets and rail lines, provide the backbone for movement and socioeconomic life in cities. These networks can be understood as layers of a larger multiplex transport…

物理与社会 · 物理学 2021-04-28 Luis Natera , Federico Battiston , Gerardo Iñiguez , Michael Szell

Understanding the criteria that bicyclists apply when they choose their routes is crucial for planning new bicycle paths or recommending routes to bicyclists. This is becoming more and more important as city councils are becoming…

计算机视觉与模式识别 · 计算机科学 2018-06-26 J. Oehrlein , A. Förster , D. Schunck , Y. Dehbi , R. Roscher , J. -H. Haunert

Developing safe infrastructure for micromobility like bicycles or e-scooters is an efficient pathway towards climate-friendly, sustainable, and livable cities. However, urban micromobility infrastructure is typically planned ad-hoc and at…

计算机与社会 · 计算机科学 2023-10-31 Pietro Folco , Laetitia Gauvin , Michele Tizzoni , Michael Szell

The behavior of cyclists when choosing the path to follow along a road network is not uniform. Some of them are mostly interested in minimizing the travelled distance, but some others may also take into account other features such as safety…

最优化与控制 · 数学 2025-03-20 Stefano Ardizzoni , Mattia Laurini , Rafael Praxedes , Luca Consolini , Marco Locatelli

These last years with the growing population in the smart city demands an efficient transportation sharing (bike sharing) system for developing the smart city. The Bike sharing as we know is affordable, easily accessible and reliable mode…

计算机与社会 · 计算机科学 2017-09-06 Monika Rani , O. P. Vyas

With the focus that cities around the world have put on sustainable transportation during the past few years, biking has become one of the foci for local governments around the world. Cities all over the world invest in bike infrastructure,…

应用统计 · 统计学 2019-02-14 Sara Daraei , Konstantinos Pelechrinis , Daniele Quercia

To what extent is the volume of urban bicycle traffic affected by the provision of bicycle infrastructure? In this study, we exploit a large dataset of observed bicycle trajectories in combination with a fine-grained representation of the…

计量经济学 · 经济学 2023-05-10 Mogens Fosgerau , Miroslawa Lukawska , Mads Paulsen , Thomas Kjær Rasmussen

A bicycle node network is a wayfinding system targeted at recreational cyclists, consisting of numbered signposts placed alongside already existing infrastructure. Bicycle node networks are becoming increasingly popular as they encourage…

计算机与社会 · 计算机科学 2024-12-31 Anastassia Vybornova , Ane Rahbek Vierø , Kirsten Krogh Hansen , Michael Szell

Understanding patterns of demand is fundamental for fleet management of bike sharing systems. In this paper we analyze data from the Divvy system of the city of Chicago. We show that the demand of bicycles can be modeled as a multivariate…

应用统计 · 统计学 2018-07-10 Daniel Gervini , Manoj Khanal

Bike sharing systems often suffer from poor capacity management as a result of variable demand. These bike sharing systems would benefit from models to predict demand in order to moderate the number of bikes stored at each station. In this…

机器学习 · 计算机科学 2022-12-20 Alexander Saff , Mayur Bhandary , Siddharth Srivastava

Bike usage in Smart Cities becomes paramount for sustainable urban development. Cycling provides tremendous opportunities for a more healthy lifestyle, lower energy consumption and carbon emissions as well as reduction of traffic jams.…

计算机与社会 · 计算机科学 2019-05-22 David Castells-Graells , Christopher Salahub , Evangelos Pournaras

During the last decade bike sharing systems have emerged as a public transport mode in urban short trips in more than 500 major cities around the world. For the mobility service mode, many challenges from its operations are not well…

性能 · 计算机科学 2016-06-16 Quan-Lin Li , Rui-Na Fan , Jing-Yu Ma

High-quality data on existing bicycle infrastructure are a requirement for evidence-based bicycle network planning, which supports a green transition of human mobility. However, this requirement is rarely met: Data from governmental…

计算机与社会 · 计算机科学 2025-01-22 Ane Rahbek Vierø , Anastassia Vybornova , Michael Szell
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