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Assessing Urban functional area delineation: POI data and kde analysis in pekanbaru

Abstract Accurate delineation of urban spatial extent is essential for planning, yet conventional methods based on land cover and satellite imagery are often time-consuming and may lag behind urban changes. This study explores how urban functional area can be delineated using Points of Interest (POI...

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Hauptverfasser: Zahra Witsqa Maghfira, Ridwan Sutriadi, Ahmad Baikuni Perdana
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer 2025-07-01
Schriftenreihe:Computational Urban Science
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Online-Zugang:https://doi.org/10.1007/s43762-025-00194-w
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