SfM-MVS Photogrammetry for Splash Erosion Monitoring under Natural Rainfall |
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Authors: | Tomáš Laburda Josef Krása David Zumr Jan Devátý Michal Vrána Nives Zambon Lisbeth Lolk Johannsen Andreas Klik Peter Strauss Tomáš Dostál |
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Affiliation: | 1. Faculty of Civil Engineering, Czech Technical University in Prague, Thákurova 7, Prague 6, 166 29 Czech Republic;2. Institute for Soil Physics and Rural Water Management, University of Natural Resources and Life Sciences, Vienna, 1190 Austria;3. Federal Agency for Water Management, Institute for Land & Water Management Research, Petzenkirchen, 3252 Austria |
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Abstract: | An understanding of splash erosion is the basis to describe the impact of rain characteristics on soil disturbance. In typical splash cup experiments, splashed soil is collected, filtered, and weighed. As a way to collect additional data, our experiments have been supplemented by a photogrammetric approach. A total of three soils were tested across three sites, one in the Czech Republic and two in Austria, all equipped with rain gauges and disdrometers to measure rainfall parameters. The structure from motion multiview stereo (SfM-MVS) photogrammetric method was used to measure the raindrops impact on the soil surface. The images were processed using Agisoft PhotoScan, resulting in orthophotos and digital elevation models (DEMs) with a resolution of 0.1 mm/pix. The surface statistics included the mean surface height (whose standard deviation was used as a measure of surface roughness), slope, and other parameters. These parameters were evaluated depending on soil texture and rainfall parameters. The results show a linear correlation between consolidation and splash erosion with a coefficient of determination (R2) of approximately 0.65 for all three soils. When comparing the change in soil volume with rainfall parameters, the best correlation was found with the maximum 30-minintensity (I30), resulting in R2 values of 0.48 (soil A, silt loam, 26% clay), 0.59 (soil B, silt loam, 18% clay), and 0.68 (soil C, loamy sand, 12% clay). The initial increase in the sample volume for the lowest splashed mass corresponds with the increase in the clay content of each of the soils. Soil A swells the most. Soil B swells less. Soil C does not swell at all and consolidates the most. We derived the relationship between the photogrammetrically measured change in surface height and the splash erosion (measured by weight) by accounting for the effect of the clay content. |
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Keywords: | consolidation kinetic energy rainfall soil loss soil surface splash cup |
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