Journal
GEOSCIENCES
Volume 11, Issue 2, Pages -Publisher
MDPI
DOI: 10.3390/geosciences11020075
Keywords
3D point cloud; free code; toolbox; rockfalls; identification; quantification; volume
Categories
Funding
- Swiss National Science Foundation [FNS1440404]
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This study introduces an open-source software package specifically designed for rockfall analysis, developed in the MATLAB environment. The package offers a complete and semi-automatic 3D solution, covering processes from extraction to identification and volume estimations of rockfall sources, using state-of-the-art methods and newly implemented algorithms.
The use of 3D point clouds to improve the understanding of natural phenomena is currently applied in natural hazard investigations, including the quantification of rockfall activity. However, 3D point cloud treatment is typically accomplished using nondedicated (and not optimal) software. To fill this gap, we present an open-source, specific rockfall package in an object-oriented toolbox developed in the MATLAB (R) environment. The proposed package offers a complete and semiautomatic 3D solution that spans from extraction to identification and volume estimations of rockfall sources using state-of-the-art methods and newly implemented algorithms. To illustrate the capabilities of this package, we acquired a series of high-quality point clouds in a pilot study area referred to as the La Cornalle cliff (West Switzerland), obtained robust volume estimations at different volumetric scales, and derived rockfall magnitude-frequency distributions, which assisted in the assessment of rockfall activity and long-term erosion rates. An outcome of the case study shows the influence of the volume computation on the magnitude-frequency distribution and ensuing erosion process interpretation.
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