Marcelo Alves Ramos

Beyond binary urban-rural classifications: a continuous urbanicity gradient index

Abstract Traditional urban-rural dichotomies fail to capture the complexity of contemporary settlement patterns, constraining both scientific progress and policy applications in urbanization research. To address this gap, we introduce the Urbanicity Gradient Index (UGI), a contin...