An intelligent simplification method for river networks with an unsupervised variational autoencoder

Intelligent simplification of river networks is an important part in map generalisation. Traditional rule-based methods often have limitations, such as relying on the determination of parameters and thresholds. This paper describes the utilisation of the adaptive characteristics and powerful learnin...

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Bibliographic Details
Main Authors: Di Wang, Haizhong Qian, Xiao Wang, Limin Xie, Yue Chen, Linghui Kong
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2495736
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