A data driven approach to urban area delineation using multi source geospatial data

Abstract This study introduces a data-driven, bottom-up approach to urban delineation, integrating feature engineering with the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm, which represents a significant improvement in precision and methodology compared to traditio...

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Bibliographic Details
Main Authors: Chenyu Fang, Lin Zhou, Xinyue Gu, Xing Liu, Martin Werner
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-93366-x
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