Cross-Sections and Dimensions: A LiDAR-Based GIS Tool for Bankfull Channel Mapping
Abstract
Accurate and reproducible delineation of stream bankfull geometry remains a persistent challenge in environmental planning. To address this gap, we developed the Cross-Sections and Dimensions Tool, a semi-automated, slope-based method for extracting stream cross-sections and estimating bankfull width, elevation and depth using high-resolution elevation data. The tool applies a configurable slope threshold to identify bank edges, generates perpendicular cross-sections from a stream centreline, and stores all outputs in a structured geodatabase to ensure transparency and reproducibility. Validation against manually delineated bankfull polygons across 191 km of stream length in Greater Melbourne, Australia, demonstrated strong spatial agreement, with an average F1 score (a measure of prediction-observation overlap) of 74% and a mean absolute error of 0.64 m in bankfull elevation. The tool was most reliable in larger streams (Strahler order 5 and above) with low to moderate vegetation canopy cover (
Fields of Study & Subjects
Hydrology and Sediment Transport Processes
Flood Risk Assessment and Management
Hydrology and Watershed Management Studies
Publication details
- Journal / source
- Remote Sensing
- Publisher
- MDPI AG
- Volume
- 18
- Issue
- 9
- Pages
- 1401–1401
- Publication date
- 1 May 2026
- Language
- EN