A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation

• Main Authors: Yu, Huafei, Ai, Tinghua, Yang, Min, Huang, Weiming, Harrie, Lars
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Geometric similarity measurement; Drainage network
• Online Access: https://hdl.handle.net/10356/173624
• Institution: Nanyang Technological University

Similarity measurement has been a prevailing research topic in geographic information science. Geometric similarity measurement in scaling transformation (GSM_ST) is critical to ensure spatial data quality while balancing detailed information with distinctive features. However, GSM_ST is an uncertai...