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...

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Κύριοι συγγραφείς:	Jing Xia, Rui Li, Xinrui Liu, Guangyu Liu, Mingjun Peng
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Taylor & Francis Group 2024-12-01
Σειρά:	International Journal of Digital Earth
Θέματα:	Population estimation scale effect weakly supervised learning traffic analysis zone age groups
Διαθέσιμο Online:	https://www.tandfonline.com/doi/10.1080/17538947.2024.2341788
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