Publications

2025

• AI-based tracking of fast-moving alpine landforms using high-frequency monoscopic time-lapse imageryHendrickx, H., Elias, M., Blanch Gorriz, X., Delaloye, R. & Eltner, A., 8 Aug 2025, In: Earth surface dynamics. 13, 4, p. 705–721, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Uncovering fine-scale surface flow dynamics with particle tracking velocimetry: A new benchmark for soil erosion modellingEpple, L., Bienert, A., Grothum, O., Lenz, J. & Eltner, A., Jul 2025, In: Earth surface processes and landforms. 50, 9, e70127Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Measuring water ponding time, location and connectivity on soil surfaces using time-lapse images and deep learningZamboni, P., Blümlein, M., Lenz, J., Gonçalves, W. N., Junior, J. M., Wöhling, T. & Eltner, A., 30 Jun 2025, In: Catena. 254, 108919Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Using 3D observations with high spatio-temporal resolution to calibrate and evaluate a process-focused cellular automaton model of soil erosion by waterEltner, A., Favis-Mortlock, D., Grothum, O., Neumann, M., Laburda, T. & Kavka, P., 12 Jun 2025, In: Soil. 11, 1, p. 413-434, 22 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Land use and land cover classification on high-resolution UAV images for heavy rainfall hazard maps using deep neural networksSprute, D., Hendrickx, H., Zamboni, P., Rushdi, M. I., Brodrecht, F., Eltner, A. & Flatt, H., Apr 2025, In: Remote Sensing Applications: Society and Environment. 38, 101609Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Longitudinal wave propagation determination in concrete specimen under impact loading by ultrahigh-speed camera image sequence and strain gauge data analysisVergara, L. C. D., Leicht, L., Beckmann, B. & Maas, H., 31 Mar 2025, In: Measurement Science and Technology. 36 (2025), 3, 25 p., 035112Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Automated change detection in photogrammetric 4D point clouds – transferability and extension of 4D objects-by-change for monitoring riverbank dynamics using low-cost camerasUlm, M., Elias, M., Eltner, A., Lotsari, E. & Anders, K., 22 Mar 2025, In: Applied Geomatics. 17 (2025), 2, p. 367-378, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Einsatz künstlicher Intelligenz für die Hochwasserwarnung in bislang unbeobachteten EinzugsgebietenGrundmann, J., Eltner, A., Blanch Gorriz, X., Kutscher, A., Morgenstern, T., Mietrach, R., Schütze, N. & 1 others, 21 Mar 2025Research output: Contribution to conferences > Poster
• AI-Driven Approaches applied on Time-Lapse Imagery to Monitor Landform KinematicsHendrickx, H., Elias, M., Blanch Gorriz, X., Delaloye, R. & Eltner, A., 18 Mar 2025Electronic (full-text) versionResearch output: Contribution to conferences > Abstract
• Unlocking the potential of historical aerial and spy satellite stereo-imagery in geosciences: access, processing, and applicationsPiermattei, L., McNabb, R., Elias, M., Ressl, C., Dehecq, A., Girod, L., Dewez, T. & 1 others, 18 Mar 2025Electronic (full-text) versionResearch output: Contribution to conferences > Abstract