BRIDGING THE GREEN GAP: ACCESSIBILITY ASSESSMENT AND BLIND SPOT IDENTIFICATION OF URBAN PARKS IN KUNMING, CHINA
DOI:
https://doi.org/10.21837/pm.v24i43.2096Keywords:
Multi-source data, Urban green space, Accessibility, Service blind spotAbstract
Urban green spaces (UGS) are critical infrastructure for sustainable high-density living, yet traditional assessment metrics often obscure spatial inequities and service gaps. In rapidly urbanizing contexts, the lack of fine-grained demographic data further hinders the accurate identification of service "blind spots" where resident demand exceeds accessible supply. Addressing these challenges, this study evaluates UGS accessibility in Kunming’s central district. Innovatively, the research utilizes "total floor area" derived from building footprints as a high-resolution proxy for population distribution to overcome census limitations. By integrating Weighted Kernel Density Estimation (KDE) and network analysis within a GIS framework, a supply-demand raster overlay model is constructed to precisely delineate service deficits. The findings reveal a significant spatial mismatch: while the city core benefits from a strong "North-South Green Axis," peripheral areas exhibit severe polarization. Notably, the Tuodong sub-district, despite its high density of elderly residents, suffers from a "green vacuum" with only 7% service coverage. This study confirms that aggregate statistical compliance does not ensure spatial justice. It advocates for a paradigm shift from quantity-oriented to efficacy-oriented planning, proposing targeted "urban acupuncture" and transport integration strategies to foster a more equitable built environment.
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References
Bohannon, R. W. (1997). Comfortable and Maximum Walking Speed of Adults Aged 20—79 Years: Reference Values and Determinants. Age and Ageing, 26(1), 15–19. https://doi.org/10.1093/ageing/26.1.15
Das, D. K. (2025). Exploring the Intersection of Environmental Justice and Urban Green Space Planning: A Systematic Review. Urban Science, 9(12), 540. https://doi.org/10.3390/urbansci9120540
Gao, L., Xu, Z., Shang, Z., Li, M., & Wang, J. (2024). Assessing Urban Park Accessibility and Equity Using Open-Source Data in Jiujiang, China. Land, 14(1), 9. https://doi.org/10.3390/land14010009
Ghadzlie, M. Q. S., Seifi, M., & Wong, C. S. (2024). Evaluating the Walkability of Old Town in Sibu, Sarawak, Malaysia, Through the Assessment of Pedestrian Walkway Quality. PLANNING MALAYSIA, 22(30). https://doi.org/10.21837/pm.v22i30.1419
Gong, H., & Sun, L. (2025). Unveiling the Spatial Mismatch Between Green Space Equity and Residents’ Subjective Well-Being: An Integrated Approach Based on Machine Learning and Social Media Data. Land, 14(11), 2205. https://doi.org/10.3390/land14112205
Hassan, Y. N., & Jombach, S. (2025). Urban Green Space per Capita for Sustainable and Equitable Urban Planning: A Systematic Review and Bibliometric Analysis. Land, 15(1), 29. https://doi.org/10.3390/land15010029
Hemingway, J. M., & De Castro Mazarro, A. (2022). Pinning down Urban Acupuncture: From a Planning Practice to a Sustainable Urban Transformation Model? Planning Theory & Practice, 23(2), 305–309. https://doi.org/10.1080/14649357.2022.2037383
Ibrahim, F. I., Nadia, N. A., & Xingrui, C. (2024). Psychological Effects of Green Spaces on Walking Accessibility. PLANNING MALAYSIA, 22(32). https://doi.org/10.21837/pm.v22i32.1525
Jabbar, M., Yusoff, M. M., & Shafie, A. (2022). Assessing the Role of Urban Green Spaces for Human Well-being: A Systematic Review. Geo Journal, 87(5), 4405–4423. https://doi.org/10.1007/s10708-021-10474-7
Kaiser, Z. R. M. A., & Deb, A. (2025). Sustainable Smart City and Sustainable Development Goals (SDGs): A Review. Regional Sustainability, 6(1), 100193. https://doi.org/10.1016/j.regsus.2025.100193
Li, Y., Wang, Q., Song, Y., Xu, X., & Wang, Y. (2025). Assessing Nature-based Solutions: A Developed SCGE Model for Long-term Environmental and Social Impacts of Urban Green Spaces on Sustainable Development. Environmental Impact Assessment Review, 112, 107776. https://doi.org/10.1016/j.eiar.2024.107776
Li, Z., Fan, Z., Song, Y., & Chai, Y. (2021). Assessing Equity in Park Accessibility Using a Travel Behavior-based G2SFCA Method in Nanjing, China. Journal of Transport Geography, 96, 103179. https://doi.org/10.1016/j.jtrangeo.2021.103179
Lu, J., Li, L., & Wang, W. (2025). Assessing Accessibility and Environmental Equity in the Context of Sustained Aging: Pathways for Age-friendly Urban Park Planning. Urban Forestry & Urban Greening, 108, 128768. https://doi.org/10.1016/j.ufug.2025.128768
Ma, G., Pellegrini, P., & Han, H. (2025). The Vitality of Pocket Parks in High-density Urban Areas. An Evaluation System from the Users’ Perspective in Southwest China. Urban Forestry & Urban Greening, 104, 128596. https://doi.org/10.1016/j.ufug.2024.128596
Meng, L. (2025). The Modifiable Areal Unit Problem (MAUP) and Spatial Accessibility Assessments of Urban Parks: Empirical Evidence from Nanjing’s Central Urban Area, China. Urban Forestry & Urban Greening, 113, 129027. https://doi.org/10.1016/j.ufug.2025.129027
Pinto, L. V., Inácio, M., Ferreira, C. S. S., Ferreira, A. D., & Pereira, P. (2022). Ecosystem Services and Well-being Dimensions Related to Urban Green Spaces – A Systematic Review. Sustainable Cities and Society, 85, 104072. https://doi.org/10.1016/j.scs.2022.104072
Shang, S., Du, S., Du, S., & Zhu, S. (2021). Estimating Building-scale Population Using Multi-source Spatial Data. Cities, 111, 103002. https://doi.org/10.1016/j.cities.2020.103002
Umrigar, N., & Pitroda, J. R. (2023). Multimodal Urban Transportation System for Medium Size Cities. Journal of The Institution of Engineers (India): Series A, 104(4), 1005–1021. https://doi.org/10.1007/s40030-023-00763-4
Wan Ali @ Yaacob, W. N. A., Sulaiman, N., & Hassan, N. (2025). Historic Urban Green Spaces and Elderly Resilience: Insights from Taiping Lake Gardens A Place in Ageing. PLANNING MALAYSIA, 23(38). https://doi.org/10.21837/pm.v23i38.1862
Wang, J., Jiang, H., Wang, M., Xiong, Y., Zhu, A., & Wang, F. (2025). Assessment of Spatial Equality and Social Justice of Urban Park Distribution from Park Category Perspective: Evidence from Shanghai, China. Sustainability, 17(12), 5474. https://doi.org/10.3390/su17125474
Wang, Y., Wang, P., & Zhou, J. (2025). Optimizing the Spatial Accessibility of Public Green Spaces in High-density Communities in Macau under an All-age Orientation. Frontiers in Built Environment, 11, 1662377. https://doi.org/10.3389/fbuil.2025.1662377
Xu, S., & Wang, Y. (2023). Influence of Spatial Scale on the Study of Access Fairness of Urban Park Green Space. Frontiers in Environmental Science, 10, 1030796. https://doi.org/10.3389/fenvs.2022.1030796
Yiqiu, Z., Xinlei, D., Yajuan, W., Wenguo, W., & Mingjing, W. (2025). GIS-based Accessibility Analysis of Urban Park Green Space Landscape. Scientific Reports, 15(1), 28498. https://doi.org/10.1038/s41598-025-13750-5
Zhang, J., Yu, Z., Cheng, Y., Chen, C., Wan, Y., Zhao, B., & Vejre, H. (2020). Evaluating the Disparities in Urban Green Space Provision in Communities with Diverse Built Environments: The Case of a Rapidly Urbanizing Chinese City. Building and Environment, 183, 107170. https://doi.org/10.1016/j.buildenv.2020.107170
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