Tracking green space along streets of world cities

preprint OA: closed CC-BY-4.0
📄 Open PDF View at publisher

Abstract

Abstract Street green space (SGS) - the presence of vegetation along streets of cities - is an increasingly relevant indicator for sustainable cities. SGS provides a set of local services such as mitigating the urban heat island effect and reducing the impact of extreme precipitation events, while it is also associated with increasing human well-being. Here we present a global analysis of recent trends in SGS based on modelling a street-based indicator of vegetation density (the Green View Index, GVI) with high-resolution multispectral satellite data and additional granular data. Estimating local to continental trends between 2016-2022 based on 190 large cities distributed across seven macroregions, we find that globally SGS has decreased by almost two percent. Statistically significant changes in city-level median SGS (p<0.01) are found in approximately one-quarter of the cities analysed. However, the direction and magnitude of trends both show a high level of heterogeneity between regions, which we explore by assessing SGS inequalities within each city. Our analysis provides an updated picture of SGS across world cities and an open-source, validated approach to assess its future changes in near real-time and support the design of policies for greener cities.

My notes (saved in your browser only)

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2024) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-05-20T11:00:21.680559+00:00
License: CC-BY-4.0