Construction of a neural network model for small-scale shaded relief maps constrained by topographic feature lines

Traditional manual methods for generating shaded relief maps can effectively highlight major topographic structures but are time-consuming and require professional skills. Analytical shading methods are faster but often lead to maps overloaded with terrain details, obscuring key topographic features...

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Bibliographic Details

Published in:	Geocarto International
Main Authors:	Yue Wang, Wenping Jiang, Han Jiang, Danfeng Dai, Peiyang Ma, Yuan Wang, Zhizhi Wang
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2025-12-01
Subjects:	Small-scale shaded relief map (SSSR-map) topographic feature lines (TFLs) neural network terrain simplification
Online Access:	https://www.tandfonline.com/doi/10.1080/10106049.2025.2459099