Scale effects-aware bottom-up population estimation using weakly supervised learning

ABSTRACTFine-scale population estimation (FPE) is crucial for urban management. After training, the bottom-up FPE models can be applied independently of census data. However, given the lack of real fine-scale population data, the existing bottom-up methods typically apply models trained on coarse-gr...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Jing Xia, Rui Li, Xinrui Liu, Guangyu Liu, Mingjun Peng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Taylor & Francis Group 2024-12-01
coleção:	International Journal of Digital Earth
Assuntos:	Population estimation scale effect weakly supervised learning traffic analysis zone age groups
Acesso em linha:	https://www.tandfonline.com/doi/10.1080/17538947.2024.2341788
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!