Using 3D photo-reconstruction methods to estimate gully headcut erosion
In this paper, for the first time, three-dimensional photo-reconstruction methods (3D-PR) based on Structure from Motion (SfM) and MultiView-Stereo (MVS) techniques are tested for estimating the volume of gully headcut retreat. The study was carried out using 5 small headcuts in SW Spain: two headcu...
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Veröffentlicht in: | Catena (Giessen) 2014-09, Vol.120, p.91-101 |
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Sprache: | eng |
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Zusammenfassung: | In this paper, for the first time, three-dimensional photo-reconstruction methods (3D-PR) based on Structure from Motion (SfM) and MultiView-Stereo (MVS) techniques are tested for estimating the volume of gully headcut retreat. The study was carried out using 5 small headcuts in SW Spain: two headcuts located along the channel and 3 lateral-bank headcuts. Firstly, the accuracy of the resulting models was tested using as benchmark a 3D model obtained by means of a Terrestrial Laser Scanner (TLS). Results of this analysis showed centimetre-level accuracies with average distances between the two point clouds for the five headcuts ranging from 0.009m to 0.025m. Then, using a Digital Elevation Model of Differences approach (DoDs) the volume of soil loss was estimated for every headcut. Total soil loss ranged from −0.246m3 (erosion) to 0.114m3 (deposition) for a wet period (289mm) of 54days in 2013. A different dynamic was observed for the main and lateral-bank headcuts, which showed erosion and deposition, respectively. Additionally, the use of historical photographs was explored with the aim of estimating long or medium-term erosion rates in gully heads. Results of this simulation pointed out to a clear decrease in the accuracy of the model when the photos are not acquired sequentially around the headcut. Finally, some methodological advices about the use of this 3D-PR procedure for monitoring small geomorphological features are presented.
•We estimate gully headcut soil loss with free 3D photo-reconstruction techniques.•Oblique photos were used to produce dense and accurate 3D point clouds of headcuts.•Cloud-to-cloud methods (3D) were used to estimate the resulting model accuracy.•3D-PR techniques showed a great potential for studying detailed geomorphic changes. |
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ISSN: | 0341-8162 1872-6887 |
DOI: | 10.1016/j.catena.2014.04.004 |