Three-dimensional walking accessibility to multi-type public open spaces: Spatial equality and planning implications
Anqi Wang
Zhejiang University of Technology
Yepeng Yao
The Education University of Hong Kong
Bingyan Jiang
Zhejiang University of Technology
Edwin H. W. Chan
Hangzhou International Urbanology Research Center & Zhejiang Provincial Center for Urban Governance Studies
DOI: https://doi.org/10.5198/jtlu.2025.2416
Keywords: public open space, three-dimensional walking, children, elderly, spatial equality, dense city
Abstract
Accessibility to public open space (POS) is critical for promoting walking and outdoor physical activity. In dense, vertically developed cities, traditional two-dimensional accessibility measures fail to capture the complexities of vertical and slope movement. This study addressed this gap by incorporating three-dimensional (3D) distance into walking accessibility assessment and examining spatial equality across multi-type POSs. A research framework was established integrating Gini index-based equality measurement, regression analysis of influencing factors, and multivariate grouping of street blocks to inform planning strategies for equitable POS distribution. The framework was applied to the case of the Kowloon district in the vertical city of Hong Kong. Spatial (in)equality of 3D walking accessibility for different POSs, including local POSs, district and regional POSs, POSs with children’s playgrounds and POSs with fitness equipment for the elderly was measured and interpreted. The results suggested that small-scale local POSs were undersupplied compared to large ones, while accessibility inequality was more pronounced for child- and elderly-oriented facilities. Ethnicity was the most influential social-economic factor in the spatial heterogeneity of POS distribution. Spatial grouping analysis identified only 16.03% of the area as "optimizable zones" suitable for renewal interventions, with the remainder classified as "deadlock" (high-density constraints) or "stagnant" (low renewal urgency) zones. Future urban renewal projects should pay more attention to the improvement of POS quality and spatial equality. The proposed framework offers transferable methodologies for enhancing POS spatial justice in high-density cities through data-informed planning and governance.
References
Abd El Gawad, N. S., Al-Hagla, K. S., & Nassar, D. M. (2019). Place making as an approach to revitalize Neglected Urban Open Spaces (NUOS): A case study on Rod El Farag Flyover in Shoubra, Cairo. Alexandria Engineering Journal, 58(3), 967–976. https://doi.org/10.1016/j.aej.2019.08.011
Boulton, C., Dedekorkut-Howes, A., & Byrne, J. (2018). Factors shaping urban greenspace provision: A systematic review of the literature. Landscape and Ur-ban Planning, 178, 82–101. https://doi.org/10.1016/j.landurbplan.2018.05.029
Chen, X., & Jia, P. (2019). A comparative analysis of accessibility measures by the two-step floating catchment area (2SFCA) method. International Journal of Geo-graphical Information Science, 33(9), 1739–1758. https://doi.org/10.1080/13658816.2019.1591415
Chen, Y., Yue, W., & La Rosa, D. (2020). Which communities have better accessibility to green space? An investigation into environmental inequality using big data. Landscape and Urban Planning, 204, 103919. https://doi.org/10.1016/j.landurbplan.2020.103919
Coombes, E., Jones, A. P., & Hillsdon, M. (2010). The relationship of physical activity and overweight to objectively measured green space accessibility and use. Social Science & Medicine, 70(6), 816–822. https://doi.org/10.1016/j.socscimed.2009.11.020
Csomos, G., Farkas, Z. J., Kolcsar, R. A., Szilassi, P., & Kovacs, Z. (2021). Measuring socio-economic disparities in green space availability in post-socialist cities. Habitat International, 117, 102434. https://doi.org/10.1016/j.habitatint.2021.102434
Cui, B., Boisjoly, G., Serra, B., & El-Geneidy, A. (2022). Modal equity of accessibility to healthcare in Recife, Brazil. Journal of Transport and Land Use, 15(1), 1–15. https://doi.org/10.5198/jtlu.2022.2103
Duxbury, S. W., & Andrabi, N. (2022). The boys in blue are watching you: The shifting metropolitan landscape and big data police surveillance in the United States. Social Problems, 71(3), 912–937. https://doi.org/10.1093/socpro/spac044
Fan, P., Xu, L., Yue, W., & Chen, J. (2017). Accessibility of public urban green space in an urban periphery: The case of Shanghai. Landscape and Urban Planning, 165, 177–192. https://doi.org/10.1016/j.landurbplan.2016.11.007
Flowers, E. P., Timperio, A., Hesketh, K. D., & Veitch, J. (2020). Comparing the features of parks that children usually visit with those that are closest to home: A brief report. Urban Forestry & Urban Greening, 48, 126560. https://doi.org/10.1016/j.ufug.2019.126560
Giles-Corti, B., Broomhall, M. H., Knuiman, M., Collins, C., Douglas, K., Ng, K., Lange, A., & Donovan, R. J. (2005). Increasing walking: How important is distance to, attractiveness, and size of public open space? American Journal of Preventive Medicine, 28(2), 169–176. https://doi.org/10.1016/j.amepre.2004.10.018
Gini, C. (1921). Measurement of inequality of incomes. The Economic Journal, 31(121), 124–126. https://doi.org/10.2307/2223319
González-Pérez, J. M. (2021). Racial/ethnic segregation and urban inequality in Kansas City, Missouri: A divided city. City & Community, 20(4), 346–370. https://doi.org/10.1177/1535684121990799
Guo, S., Song, C., Pei, T., Liu, Y., Ma, T., Du, Y., Chen, J., Fan, Z., Tang, X., Peng, Y., & Wang, Y. (2019). Accessibility to urban parks for elderly residents: Perspectives from mobile phone data. Landscape and Urban Planning, 191, 103642. https://doi.org/10.1016/j.landurbplan.2019.103642
Kimpton, A. (2017). A spatial analytic approach for classifying greenspace and comparing greenspace social equity. Applied Geography, 82, 129–142. https://doi.org/10.1016/j.apgeog.2017.03.016
Lai, L. W. C., Chau, K. W., & Cheung, P. A. C. W. (2018). Urban renewal and redevelopment: Social justice and property rights with reference to Hong Kong’s constitutional capitalism. Cities, 74, 240–248. https://doi.org/10.1016/j.cities.2017.12.010
Laszkiewicz, E., Kronenberg, J., & Marcinczak, S. (2021). Microscale socioeconomic inequalities in green space availability in relation to residential segregation: The case study of Lodz, Poland. Cities, 111, 103085. https://doi.org/10.1016/j.cities.2020.103085
Liang, X., Tian, H., Li, X., Huang, J.-L., Clarke, K. C., Yao, Y., Guan, Q., & Hu, G. (2021). Modeling the dynamics and walking accessibility of urban open spaces under various policy scenarios. Landscape and Urban Planning, 207, 103993. https://doi.org/10.1016/j.landurbplan.2020.103993
Lin, C. L., Chan, E. H. W., & Chiang, W.-H. (2022). Urban renewal governance and manipulation of plot ratios: A comparison between Taipei, Hong Kong and, Singapore. Land Use Policy, 119, 106158. https://doi.org/10.1016/j.landusepol.2022.106158
Lou, S., Feng, C., Zhang, D., Zou, Y., & Huang, Y. (2024). Heat exposure inequalities in Hong Kong from 1981 to 2021. Urban Climate, 56, 102087. https://doi.org/10.1016/j.uclim.2024.102087
Mears, M., Brindley, P., Maheswaran, R., & Jorgensen, A. (2019). Understanding the socioeconomic equity of publicly accessible greenspace distribution: The ex-ample of Sheffield, UK. Geoforum, 103, 126–137. https://doi.org/10.1016/j.geoforum.2019.04.016
Mushangwe, S., Astell-Burt, T., Steel, D., & Feng, X. (2021). Ethnic inequalities in green space availability: Evidence from Australia. Urban Forestry & Urban Greening, 64, 127235. https://doi.org/10.1016/j.ufug.2021.127235
Park, Y., & Guldmann, J. M. (2020). Understanding disparities in community green accessibility under alternative green measures: A metropolitan-wide analysis of Columbus, Ohio, and Atlanta, Georgia. Landscape and Urban Planning, 200, 103806. https://doi.org/10.1016/j.landurbplan.2020.103806
Reyes, M., Paez, A., & Morency, C. (2014). Walking accessibility to urban parks by children: A case study of Montreal. Landscape and Urban Planning, 125, 38–47. https://doi.org/10.1016/j.landurbplan.2014.02.002
Rigolon, A., Osei Owusu, R., Becerra, M., Cheng, Y., Christensen, J., Connolly, J. J. T., Corbin, C. N. E., Douglas, J. A., Fernandez, M., Jennings, V., Ito, J., Mullenbach, L. E., Nesbitt, L., Osborne Jelks, N. T., Walker, R., Viera, S., Romero, F., & Espiricueta, A. (2024). Advancing green space equity via policy change: A scoping review and research agenda. Environmental Science & Policy, 157, 103765. https://doi.org/10.1016/j.envsci.2024.103765
Sharifi, F., Levin, I., Stone, W. M., & Nygaard, A. (2021). Green space and subjective well-being in the Just City: A scoping review. Environmental Science & Poli-cy, 120, 118–126. https://doi.org/10.1016/j.envsci.2021.03.008
Sugiyama, T., Francis, J., Middleton, N. J., Owen, N., & Giles-Corti, B. (2010). Associations between recreational walking and attractiveness, size, and proximity of neighborhood open spaces. American Journal of Public Health, 100(9), 1752–1757. https://doi.org/10.2105/ajph.2009.182006
Tang, B.-S., Wong, K. K. H., Tang, K. S. S., & Wai Wong, S. (2021). Walking accessibility to neighbourhood open space in a multi-level urban environment of Hong Kong. Environment and Planning B-Urban Analytics and City Science, 48(5), 1340–1356, 2399808320932575. https://doi.org/10.1177/2399808320932575
Tian, M., Yuan, L., Guo, R., Wu, Y., & Liu, X. (2021). Sustainable development: Investigating the correlations between park equality and mortality by multilevel model in Shenzhen, China. Sustainable Cities and Society, 75, 103385. https://doi.org/10.1016/j.scs.2021.103385
Verheij, J., Ay, D., Gerber, J.-D., & Nahrath, S. (2023). Ensuring public access to green spaces in urban densification: The role of planning and property rights. Planning Theory & Practice, 24(3), 342–365. https://doi.org/10.1080/14649357.2023.2239215
Wang, A., & Chan, E. H. W. (2020). The impact of power-geometry in participatory planning on urban greening. Urban Forestry & Urban Greening, 48, 126571. https://doi.org/10.1016/j.ufug.2019.126571
Wang, A., Ho, D. C. W., Lai, L. W. C., & Chau, K. W. (2023). Public preferences for government supply of public open space: A neo-institutional economic and lifecycle governance perspective. Cities, 141, 104463. https://doi.org/10.1016/j.cities.2023.104463
Wang, A., Zheng, W., Tan, Z., Han, M., & Chan, E. H. W. (2025). Synergies and trade-offs in achieving sustainable targets of urban renewal: A decision-making support framework. Environment and Planning B-Urban Analytics and City Sci-ence, 52(2), 490–508. https://doi.org/10.1177/23998083241261750
Wang, S., Yung, E. H. K., & Sun, Y. (2022). Effects of open space accessibility and quality on older adults’ visit: Planning towards equal right to the city. Cities, 125, 103611. https://doi.org/10.1016/j.cities.2022.103611
Wang, Z., Miao, Y., Xu, M., Zhu, Z., Qureshi, S., & Chang, Q. (2021). Revealing the differences of urban parks’ services to human wellbeing based upon social media data. Urban Forestry & Urban Greening, 63, 127233. https://doi.org/10.1016/j.ufug.2021.127233
Wood, L., Hooper, P., Foster, S., & Bull, F. (2017). Public green spaces and positive mental health — investigating the relationship between access, quantity and types of parks and mental wellbeing. Health & Place, 48, 63–71. https://doi.org/10.1016/j.healthplace.2017.09.002
Wu, L., & Kim, S. K. (2021). Exploring the equality of accessing urban green spaces: A comparative study of 341 Chinese cities. Ecological Indicators, 121, 107080. https://doi.org/10.1016/j.ecolind.2020.107080
Yang, D.-H., Goerge, R., & Mullner, R. (2006). Comparing GIS-based methods of measuring spatial accessibility to health services. Journal of Medical Systems, 30(1), 23–32. https://doi.org/10.1007/s10916-006-7400-5
Ye, C., Hu, L., & Li, M. (2018). Urban green space accessibility changes in a high-density city: A case study of Macau from 2010 to 2015. Journal of Transport Geography, 66, 106–115. https://doi.org/10.1016/j.jtrangeo.2017.11.009
Yu, P., Chan, E. H. W., Yung, E. H. K., Wong, M. S., & Chen, Y. (2023). Open space fragmentation in Hong Kong’s built-up area: An integrated approach based on spatial horizontal and vertical equity lenses. Environmental Impact Assessment Review, 102, 107174. https://doi.org/10.1016/j.eiar.2023.107174
Zhang, J., Yue, W., Fan, P., & Gao, J. (2021). Measuring the accessibility of public green spaces in urban areas using web map services. Applied Geography, 126, 102381. https://doi.org/10.1016/j.apgeog.2020.102381

