Time lapse structure‐from‐motion photogrammetry for continuous geomorphic monitoring |
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| Authors: | Anette Eltner Andreas Kaiser Antonio Abellan Marcus Schindewolf |
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| Institution: | 1. Institute of Photogrammetry and Remote Sensing, Technische Universitat Dresden, Dresden, Germany;2. Section of Soil and Water Conservation, Technische Universitat Bergakademie Freiberg, Freiberg, Germany;3. Department of Geography, University of Cambridge, Cambridge, UK |
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| Abstract: | Recent advances are made in earth surface reconstruction with high spatial resolution due to SfM photogrammetry. High flexibility of data acquisition and high potential of process automation allows for a significant increase of the temporal resolution, as well, which is especially interesting to assess geomorphic changes. Two case studies are presented where 4D reconstruction is performed to study soil surface changes at 15 seconds intervals: (a) a thunderstorm event is captured at field scale and (b) a rainfall simulation is observed at plot scale. A workflow is introduced for automatic data acquisition and processing including the following approach: data collection, camera calibration and subsequent image correction, template matching to automatically identify ground control points in each image to account for camera movements, 3D reconstruction of each acquisition interval, and finally applying temporal filtering to the resulting surface change models to correct random noise and to increase the reliability of the measurement of signals of change with low intensity. Results reveal surface change detection with cm‐ to mm‐accuracy. Significant soil changes are measured during the events. Ripple and pool sequences become obvious in both case studies. Additionally, roughness changes and hydrostatic effects are apparent along the temporal domain at the plot scale. 4D monitoring with time‐lapse SfM photogrammetry enables new insights into geomorphic processes due to a significant increase of temporal resolution. Copyright © 2017 John Wiley & Sons, Ltd. |
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| Keywords: | time‐lapse 4D reconstruction SfM photogrammetry geomorphic change detection soil erosion |
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