Correction to “Drainage Pattern Recognition Method Using Graph Convolutional Networks Combined With Three‐Dimensional Elevation Features”

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Abstract

Qiang, B., T. Liu, P. Du, P. Li, W. Wang, and S. Xu. 2025. “Drainage Pattern Recognition Method Using Graph Convolutional Networks Combined With Three-Dimensional Elevation Features.” Transactions in GIS 29, no. 1: e70002. https://doi.org/10.1111/tgis.70002. In the originally published Figure 7, the legend correctly designated the intended color-coding (indicating “Training Loss” as an orange dashed line and “Validation Loss” as a blue dashed line). However, the colors applied to these two data series were inadvertently swapped within the plot area. Consequently, the “Training Loss” curve was incorrectly depicted in blue, and the “Validation Loss” curve was incorrectly depicted in orange. The corrected figure below properly aligns the plotted data with the legend. We apologize for this error.

Fields of Study & Subjects

Automated Road and Building Extraction Remote-Sensing Image Classification Infrastructure Maintenance and Monitoring

Publication details

Journal / source
Transactions in GIS
Volume
30
Issue
1
Publication date
1 February 2026
Language
EN