Patterns and Synergistic Effects of Carbon Emissions Reduction from Shared Bicycles in the Central Urban District of Nanjing
With accelerated urbanization and the pursuit of the “dual carbon” goals, shared bicycles have re-emerged as a green travel option. This study focuses on the central urban area of Nanjing and develops a carbon emissions reduction (CER) estimation model for shared bicycles. By analyzing spatio-temporal dimensions, it systematically assesses carbon reduction benefits and highlights the synergy with metro-connected travel. Key findings are as follows: (1) shared bicycles primarily support short-distance commuting, with a daily cycling pattern exhibiting a bi-modal distribution and a pronounced peak period demand; (2) cycling trips concentrate in densely populated and commercially vibrant zones, with a spatial pattern of central aggregation and multi-point diffusion; (3) each kilometer cycled by a shared bicycle reduces carbon emissions by about 96.19 g, with daily reductions of around 42.72 t and annual reductions up to 15,591.04 t; (4) the CER benefits of bicycle–metro integration are especially pronounced, contributing nearly 45.00% during peak periods; and (5) factors such as travel mode shifts, metro station layouts, and the development of electric vehicles continue to influence the CER benefits of shared bicycles. This work provides scientific evidence to inform urban green travel policies and transportation infrastructure optimization in cities.
Authors
- Ge Shi (ORCID: https://orcid.org/0000-0002-3981-4744)
- Jiahang Liu (ORCID: https://orcid.org/0000-0001-8500-4745)
- Hongyang Ma (ORCID: https://orcid.org/0000-0002-3772-1966)
- Jiaming Na (ORCID: https://orcid.org/0000-0002-6696-975X)
- Lin Sun (ORCID: https://orcid.org/0000-0003-2642-7232)
- Chuang Chen (ORCID: https://orcid.org/0000-0003-2117-7860)
- Ziying Feng (ORCID: https://orcid.org/0000-0003-3072-4416)
Institutions
- Nanjing Tech University (CN)
- Nanjing Forestry University (CN)
- Ministry of Natural Resources (CN)
Publication Details
- Journal
- Systems
- Published
- 2025-09-21
- DOI
- https://doi.org/10.3390/systems13090828
- Primary Topic
- Urban Transport and Accessibility
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Government of Jiangsu Province
- Nanjing Tech University