Articles | Volume 10, issue 5
https://doi.org/10.5194/esurf-10-953-2022
https://doi.org/10.5194/esurf-10-953-2022
Research article
 | 
07 Oct 2022
Research article |  | 07 Oct 2022

Grain size of fluvial gravel bars from close-range UAV imagery – uncertainty in segmentation-based data

David Mair, Ariel Henrique Do Prado, Philippos Garefalakis, Alessandro Lechmann, Alexander Whittaker, and Fritz Schlunegger

Related authors

The Aare main overdeepening on the northern margin of the European Alps: basins, riegels, and slot canyons
Fritz Schlunegger, Edi Kissling, Dimitri Tibo Bandou, Guilhem Amin Douillet, David Mair, Urs Marti, Regina Reber, Patrick Schläfli, and Michael Alfred Schwenk
Earth Surf. Dynam., 12, 1371–1389, https://doi.org/10.5194/esurf-12-1371-2024,https://doi.org/10.5194/esurf-12-1371-2024, 2024
Short summary
Massive mobilization of toxic elements from an intact rock glacier in the central Eastern Alps
Hoda Moradi, Gerhard Furrer, Michael Margreth, David Mair, and Christoph Wanner
The Cryosphere, 18, 5153–5171, https://doi.org/10.5194/tc-18-5153-2024,https://doi.org/10.5194/tc-18-5153-2024, 2024
Short summary
Check dam impact on sediment loads: example of the Guerbe River in the Swiss Alps – a catchment scale experiment
Ariel Henrique do Prado, David Mair, Philippos Garefalakis, Chantal Schmidt, Alexander Whittaker, Sebastien Castelltort, and Fritz Schlunegger
Hydrol. Earth Syst. Sci., 28, 1173–1190, https://doi.org/10.5194/hess-28-1173-2024,https://doi.org/10.5194/hess-28-1173-2024, 2024
Short summary
SMAUG v1.0 – a user-friendly muon simulator for the imaging of geological objects in 3-D
Alessandro Lechmann, David Mair, Akitaka Ariga, Tomoko Ariga, Antonio Ereditato, Ryuichi Nishiyama, Ciro Pistillo, Paola Scampoli, Mykhailo Vladymyrov, and Fritz Schlunegger
Geosci. Model Dev., 15, 2441–2473, https://doi.org/10.5194/gmd-15-2441-2022,https://doi.org/10.5194/gmd-15-2441-2022, 2022
Short summary
The role of frost cracking in local denudation of steep Alpine rockwalls over millennia (Eiger, Switzerland)
David Mair, Alessandro Lechmann, Romain Delunel, Serdar Yeşilyurt, Dmitry Tikhomirov, Christof Vockenhuber, Marcus Christl, Naki Akçar, and Fritz Schlunegger
Earth Surf. Dynam., 8, 637–659, https://doi.org/10.5194/esurf-8-637-2020,https://doi.org/10.5194/esurf-8-637-2020, 2020

Related subject area

Physical: Geomorphology (including all aspects of fluvial, coastal, aeolian, hillslope and glacial geomorphology)
Sub-surface processes and heat fluxes at coarse blocky Murtèl rock glacier (Engadine, eastern Swiss Alps): seasonal ice and convective cooling render rock glaciers climate-robust
Dominik Amschwand, Jonas Wicky, Martin Scherler, Martin Hoelzle, Bernhard Krummenacher, Anna Haberkorn, Christian Kienholz, and Hansueli Gubler
Earth Surf. Dynam., 13, 365–401, https://doi.org/10.5194/esurf-13-365-2025,https://doi.org/10.5194/esurf-13-365-2025, 2025
Short summary
Influence of alluvial slope on avulsion in river deltas
Octria A. Prasojo, Trevor B. Hoey, Amanda Owen, and Richard D. Williams
Earth Surf. Dynam., 13, 349–363, https://doi.org/10.5194/esurf-13-349-2025,https://doi.org/10.5194/esurf-13-349-2025, 2025
Short summary
Surficial sediment remobilization by shear between sediment and water above tsunamigenic megathrust ruptures: experimental study
Chloé Seibert, Cecilia McHugh, Chris Paola, Leonardo Seeber, and James Tucker
Earth Surf. Dynam., 13, 341–348, https://doi.org/10.5194/esurf-13-341-2025,https://doi.org/10.5194/esurf-13-341-2025, 2025
Short summary
Haloturbation in the northern Atacama Desert revealed by a hidden subsurface network of calcium sulfate wedges
Aline Zinelabedin, Joel Mohren, Maria Wierzbicka-Wieczorek, Tibor Janos Dunai, Stefan Heinze, and Benedikt Ritter
Earth Surf. Dynam., 13, 257–276, https://doi.org/10.5194/esurf-13-257-2025,https://doi.org/10.5194/esurf-13-257-2025, 2025
Short summary
An evaluation of flow-routing algorithms for calculating contributing area on regular grids
Alexander B. Prescott, Jon D. Pelletier, Satya Chataut, and Sriram Ananthanarayan
Earth Surf. Dynam., 13, 239–256, https://doi.org/10.5194/esurf-13-239-2025,https://doi.org/10.5194/esurf-13-239-2025, 2025
Short summary

Cited articles

Attal, M., Mudd, S. M., Hurst, M. D., Weinman, B., Yoo, K., and Naylor, M.: Impact of change in erosion rate and landscape steepness on hillslope and fluvial sediments grain size in the Feather River basin (Sierra Nevada, California), Earth Surf. Dynam., 3, 201–222, https://doi.org/10.5194/esurf-3-201-2015, 2015. 
Bekaddour, T., Schlunegger, F., Attal, M., and Norton, K. P.: Lateral sediment sources and knickzones as controls on spatio-temporal variations of sediment transport in an Alpine river, Sedimentology, 60, 342–357, https://doi.org/10.1111/sed.12009, 2013. 
Brasington, J., Vericat, D., and Rychkov, I.: Modeling river bed morphology, roughness, and surface sedimentology using high resolution terrestrial laser scanning, Water Resour. Res., 48, 1–18, https://doi.org/10.1029/2012WR012223, 2012. 
Bunte, K. and Abt, S. R.: Sampling Surface and Subsurface Particle-Size Distributions in Wadable Gravel- and Cobble-Bed Streams for Analyses in Sediment Transport, Hydraulics, and Streambed Monitoring, 428 pp. https://doi.org/10.2737/RMRS-GTR-74, 2001. 
Buscombe, D.: Estimation of grain-size distributions and associated parameters from digital images of sediment, Sediment. Geol., 210, 1–10, https://doi.org/10.1016/j.sedgeo.2008.06.007, 2008. 
Download
Short summary
Grain size data are important for studying and managing rivers, but they are difficult to obtain in the field. Therefore, methods have been developed that use images from small and remotely piloted aircraft. However, uncertainty in grain size data from such image-based products is understudied. Here we present a new way of uncertainty estimation that includes fully modeled errors. We use this technique to assess the effect of several image acquisition aspects on grain size uncertainty.
Share