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Urban greenery, a vital determinant of health and climate resilience, is one such blind spot. While some frameworks now consider \u201cgreen space,\u201d they do so at a coarse, citywide scale, overlooking how access is distributed across neighborhoods and social groups. This obscures critical equity gaps, particularly in cities marked by deep socio-spatial segregation. In this study, we develop a fully reproducible geospatial pipeline that integrates high-resolution canopy height models, public park data, gridded population estimates, and socioeconomic strata to assess how greenery is distributed, not just how much exists. Applied to Bogot\u00e1 and Medell\u00edn, the method reveals stark disparities: population-weighted canopy coverage rises significantly between the lowest and highest strata, while access to public parks also shows measurable inequality, especially in high-density, underserved neighborhoods. These inequities persist despite progressive greening policies, revealing the limits of optimization when legacy segregation is ignored. Our open-source pipeline enables finer-grained, justice-oriented audits that go beyond averages to identify where greenery and its benefits are most lacking. By enabling fine-grained equity assessments, this approach underscores the importance of greenery distribution, not just quantity, as a critical indicator for inclusive and equitable smart cities.<\/jats:p>","DOI":"10.1140\/epjds\/s13688-026-00627-4","type":"journal-article","created":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T14:01:55Z","timestamp":1770645715000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Not your mean green: beyond averages in mapping socio-spatial inequities in urban greenery for smart cities"],"prefix":"10.1140","volume":"15","author":[{"given":"Jenny","family":"Martinez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Argota S\u00e1nchez-Vaquerizo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sachit","family":"Mahajan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,2,9]]},"reference":[{"key":"627_CR1","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1140\/epjst\/e2012-01703-3","volume":"214","author":"M Batty","year":"2012","unstructured":"Batty M, Axhausen KW, Giannotti F, Pozdnoukhov A, Bazzani A, Wachowicz M, Ouzounis G, Portugali Y (2012) Smart cities of the future. 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