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Journal Research2026Under Review

Multi-Scale and Fine-Grained Analysis of Urban Public Service Equity

Multi-source spatial analysis revealing disparities and development patterns in public-service provision across Chinese megacities.

Computational urban analysis visualization

Abstract

This research develops a multi-scale and fine-grained framework for evaluating urban public-service equity with multi-source data. It compares spatial disparities and development patterns across Chinese megacities, connecting metropolitan distribution with neighborhood-level access and providing evidence for more equitable service planning.

Computational urban analysis visualization
Figure 01

Multi-scale evidence reveals uneven public-service provision.