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.

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.

Multi-scale evidence reveals uneven public-service provision.