Sustainable mobility: city-wide exposure modelling to advance bicycling

可持续交通：全市范围内的暴露模型以促进自行车发展

• 批准号: DP210102089
• 负责人: A/Prof Ben Beck
• 金额: $ 29.48万
• 依托单位: Monash University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-08-11 至 2024-08-10
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP210102089
• 关键词: Sustainable; mobility; city; wide; exposure

This project aims to develop a world-leading platform for city-wide modelling of cycling exposure. This project will provide unparalleled insights into cycling exposure by combining multiple cycling data sources through the use of advanced spatial statistical and machine learning techniques. The expected outcomes of this project are a novel inventory of cycling infrastructure, a cycling route choice modelling system and robust predictions of cycling volumes on individual streets. This project will deliver a step change in cycling that will lead to increased cycling participation, enhanced safety, and improved infrastructure planning, thereby resulting in substantial gains in population and environmental health.

该项目旨在开发一个世界领先的平台，用于城市范围内的自行车暴露建模。该项目将通过使用先进的空间统计和机器学习技术，结合多个自行车数据源，为自行车暴露提供无与伦比的见解。该项目的预期成果是自行车基础设施的新库存，自行车路线选择建模系统和对单个街道自行车数量的稳健预测。该项目将带来骑自行车的一步变化，这将导致更多的骑自行车的参与，提高安全性，改善基础设施规划，从而在人口和环境健康方面取得实质性进展。