Vivien Zahs Publications

2024

• Höfle, Bernhard; Tabernig, Ronald; Zahs, Vivien; Esmorís Pena, Alberto M.; Winiwarter, Lukas; Weiser, Hannah: Machine-learning based 3D point cloud classification and multitemporal change analysis with simulated laser scanning data using open source scientific software / Bernhard Höfle, Ronald Tabernig, Vivien Zahs, Alberto M. Esmorís Pena, Lukas Winiwarter, and Hannah … , 08 Mar 2024. - 2 S.
  In: EGU General Assembly 2024. (2024), Abstract EGU24-1261, Seite 1-2
  DOI: 10.5194/egusphere-egu24-1261
• Tabernig, Ronald; Zahs, Vivien; Weiser, Hannah; Höfle, Bernhard: Simulating 4D scenes of rockfall and landslide activity for improved 3D point cloud-based change detection using machine learning / Ronald Tabernig, Vivien Zahs, Hannah Weiser, and Bernhard Höfle, 08 Mar 2024. - 2 S.
  In: EGU General Assembly 2024. (2024), Abstract EGU24-1613, Seite 1-2
  DOI: 10.5194/egusphere-egu24-1613
• Vallejo Orti, Miguel; Castillo, Carlos; Zahs, Vivien; Bubenzer, Olaf; Höfle, Bernhard: Classifying types of gully changes with unoccupied aircraft vehicles 3D multitemporal point clouds for training of satellite data analysis in Northwest Namibia / Miguel Vallejo, Carlos Castillo, Vivien Zahs, Olaf Bubenzer, Bernhard Höfle, 15 March 2024. - 21 S. : Illustrationen
  In: Earth surface processes and landforms, ISSN 1096-9837. 49(2024), 3 vom: März, Seite 1135-1155
  DOI: 10.1002/esp.5759
• Zahs, Vivien; Höfle, Bernhard; Federer, Maria; Weiser, Hannah; Tabernig, Ronald; Anders, Katharina: Automatic classification of surface activity types from geographic 4D monitoring combining virtual laser scanning, change analysis and machine learning / Vivien Zahs, Bernhard Höfle, Maria Federer, Hannah Weiser, Ronald Tabernig, and Katharina Anders, 08 Mar 2024. - 2 S.
  In: EGU General Assembly 2024. (2024), Abstract EGU24-1640, Seite 1-2

2023

• Hartl, Lea; Zieher, Thomas; Bremer, Magnus; Stocker-Waldhuber, Martin; Zahs, Vivien; Höfle, Bernhard; Kluge, Christoph; Cicoira, Alessandro: Multisensor monitoring and data integration reveal cyclical destabilization of Äußeres Hochebenkar Rock Glacier / Lea Hartl, Thomas Zieher, Magnus Bremer, Martin Stocker-Waldhuber, Vivien Zahs, Bernhard Höfle, Chri… , 28 Feb 2023. - 31 S.
  In: Earth surface dynamics, ISSN 2196-632X. 11(2023), 1, Seite 117-147
  DOI: 10.5194/esurf-11-117-2023
• Höfle, Bernhard; Zahs, Vivien; Kohns, Julia; Meyer, Fabian; Schorlemmer, Danijel; Anders, Katharina; Klonner, Carolin; Mey, Heiko; Oostwegel, Laurens; Evaz Zadeh, Tara: LOKI - Luftgestützte Observation Kritischer Infrastrukturen : Schlussbericht : Berichtszeitraum: 01.01.2020-31.03.2023 / Zuwendungsempfängerin: Universität Heidelberg - Geographisches Institut, Abteilung Geoinformatik, Au… . -
  Heidelberg: Ruprecht-Karls-Universität Heidelberg - Geographisches Institut, Abteilung Geoinformatik, 31.03.2023. - 1 Online-Ressource (120 Seiten, 10,54 MB) : Illustrationen, Diagramme
  DOI: 10.2314/KXP:1885697937
• Höfle, Bernhard; Zahs, Vivien; Kohns, Julia; Meyer, Fabian; Schorlemmer, Danijel; Anders, Katharina; Klonner, Carolin; Mey, Heiko; Oostwegel, Laurens; Evaz Zadeh, Tara: LOKI - Luftgestützte Observation Kritischer Infrastrukturen : Schlussbericht : Laufzeit des Vorhabens: 01.01.2020-31.12.2023 / Projektleitung: Prof. Dr. Bernhard Höfle ; Autor:innen: Vivien Zahs, Julia Kohns, Fabian Meyer, Dani… . -
  Heidelberg: Geographisches Institut, Abteilung Geoinformatik, Ruprecht-Karls-Universität Heidelberg, 31.03.2023. - 1 Online-Ressource (120 Seiten) : Illustrationen, Diagramme
  DOI: 10.5445/IR/1000170052
• Tabernig, Ronald; Anders, Katharina; Fritzmann, Patrick; Weiser, Hannah; Zahs, Vivien; Höfle, Bernhard; Rutzinger, Martin: Quantifying slope movements : tree trunk tracking using long-range stationary 4D laser scanning point clouds / Ronald Tabernig, Katharina Anders, Patrick Fritzmann, Hannah Weiser, Vivien Zahs, Bernhard Höfle & M… , November 2023. - 2 S. : Illustrationen
  In: VGC 2023 - Unveiling the dynamic Earth with digital methods. (2023) vom: Nov., Seite 114-115
• Vallejo Orti, Miguel; Castillo, Carlos; Zahs, Vivien; Bubenzer, Olaf; Höfle, Bernhard: Classification of types of changes in gully environments using time series forest algorithm [data] / Miguel Vallejo Orti, Carlos Castillo, Vivien Zahs, Olaf Bubenzer, Bernhard Höfle. -
  Heidelberg: Universität, 2023-07-24. - 1 Online-Ressource (8 Files)
  DOI: 10.11588/data/NSMM6P
• Zahs, Vivien; Anders, Katharina; Eberl, Julia; Stark, Alexander; Höfle, Bernhard: Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code] / Vivien Zahs, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle. -
  Heidelberg: Universität, 2023-07-20. - 1 Online-Ressource (7 Files)
  DOI: 10.11588/data/D3WZID
• Zahs, Vivien; Anders, Katharina; Eberl, Julia; Stark, Alexander; Höfle, Bernhard: Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data / Vivien Zahs, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle, August 2023. - 15 S. : Illustrationen
  In: International journal of applied earth observation and geoinformation, ISSN 1872-826X. 122(2023) vom: Aug., Artikel-ID 103406, Seite 1-15
  DOI: 10.1016/j.jag.2023.103406

2022

• Cicoira, Alessandro; Hartl, Lea; Zieher, Thomas; Bremer, Magnus; Stocker-Waldhuber, Martin; Zahs, Vivien; Höfle, Bernhard; Klug, Christoph: Two destabilization phases of the Äußeres Hochebenkar Rock Glacier : revealed through 70 years of digital surface models / Alessandro Cicoira, Lea Hartl, Thomas Zieher, Magnus Bremer, Martin Stocker-Waldhuber, Vivien Zahs, … , 2022. - 1 Online-Ressource (1 Videodatei, 0:03 min)
  In: Copernicus Publications. (2022)
  DOI: 10.5446/60175
• Shinoto, Maria; Doneus, Michael; Haijima, Hideyuki; Weiser, Hannah; Zahs, Vivien; Kempf, Dominic; Daskalakis, Gwydion; Höfle, Bernhard; Nakamura, Naoko: 3D point cloud from Nakadake Sanroku Kiln Site Center, Japan : sample data for the application of adaptive filtering with the AFwizard / Maria Shinoto, Michael Doneus, Hideyuki Haijima, Hannah Weiser, Vivien Zahs, Dominic Kempf, Gwydion … . -
  Heidelberg: Universität, 2022-07-05. - 1 Online-Ressource (11 Files)
  DOI: 10.11588/data/TJNQZG
• Weiser, Hannah; Winiwarter, Lukas; Zahs, Vivien; Weiser, Peter; Anders, Katharina; Höfle, Bernhard: UAV-photogrammetry, UAV laser scanning and terrestrial laser scanning point clouds of the inland dune in Sandhausen, Baden-Württemberg, Germany [dataset] / Hannah Weiser, Lukas Winiwarter, Vivien Zahs, Peter Weiser, Katharina Anders, Bernhard Höfle. -
  Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022-07-06. - 1 Online-Ressource (14 data points)
  DOI: 10.1594/PANGAEA.949228
• Winiwarter, Lukas; Esmorís Pena, Alberto M.; Zahs, Vivien; Weiser, Hannah; Searle, Mark; Anders, Katharina; Höfle, Bernhard: Virtual laser scanning using HELIOS++ : applications in machine learning and forestry / Lukas Winiwarter, Alberto Manuel Esmorís Pena, Vivien Zahs, Hannah Weiser, Mark Searle, Katharina An… , 2022. - 2 S.
  In: Abstracts & presentations. (2022), Artikel-ID EGU22-8671, Seite 1-2
  DOI: 10.5194/egusphere-egu22-8671
• Zahs, Vivien; Winiwarter, Lukas; Anders, Katharina; Williams, Jack G.; Rutzinger, Martin; Höfle, Bernhard: Correspondence-driven plane-based M3C2 for lower uncertainty in 3D topographic change quantification / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Jack G. Williams, Martin Rutzinger, Bernhard Höfle, 2022. - 19 S.
  In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 183(2022), Seite 541-559
  DOI: 10.1016/j.isprsjprs.2021.11.018
• Zahs, Vivien; Winiwarter, Lukas; Anders, Katharina; Bremer, Magnus; Rutzinger, Martin; Potůčková, Marketa; Höfle, Bernhard: Evaluation of UAV-borne photogrammetry and UAV-borne laser scanning for 3D topographic change analysis of an active rock glacier / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Magnus Bremer, Martin Rutzinger, Markéta Potůčková,… , 2022. - 2 S.
  In: Abstracts & presentations. (2022), Artikel-ID EGU22-2513, Seite 1-2
  DOI: 10.5194/egusphere-egu22-2513
• Zahs, Vivien; Winiwarter, Lukas; Anders, Katharina; Bremer, Magnus; Rutzinger, Martin; Potůčková, Marketa; Höfle, Bernhard: Evaluation of UAV-borne photogrammetry and laser scanning for 3d topographic change analysis at an active rock glacier / V. Zahs, L. Winiwarter, K. Anders, M. Bremer, M. Rutzinger, M. Potůčková, B. Höfle, 30 May 2022. - 8 S.
  In: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II. (2022), Seite 1109-1116
  DOI: 10.5194/isprs-archives-XLIII-B2-2022-1109-2022

2021

• Eberl, Julia; Zahs, Vivien; Ullah, Tahira; Schorlemmer, Danijel; Nievas, Cecilia; Glock, Katharina; Meyer, Fabian; Mey, Heiko; Stempniewski, Lothar; Herfort, Benjamin; Zipf, Alexander; Höfle, Bernhard: Innovative methods for earthquake damage detection and classification using airborne observation of critical infrastructures (project LOKI) / Julia Kohns, Vivien Zahs, Tahira Ullah, Danijel Schorlemmer, Cecilia Nievas, Katharina Glock, Fabian… , 2021. - 2 S.
  In: Abstracts & presentations. (2021), Artikel-ID EGU21-2712, Seite 1-2
  DOI: 10.5194/egusphere-egu21-2712
• Ulrich, Veit; Zahs, Vivien; Anders, Katharina; Hecht, Stefan; Höfle, Bernhard: Measurement of rock glacier surface change over different timescales using terrestrial laser scanning point clouds / Veit Ulrich, Jack G. Williams, Vivien Zahs, Katharina Anders, Stefan Hecht, and Bernhard Höfle, 7 January 2021. - 10 S.
  In: Earth surface dynamics, ISSN 2196-632X. 9(2021), 1, Seite 19-28
  DOI: 10.5194/esurf-9-19-2021
• Zahs, Vivien; Herfort, Benjamin; Eberl, Julia; Ullah, Tahira; Anders, Katharina; Stempniewski, Lothar; Zipf, Alexander; Höfle, Bernhard: 3D point cloud-based assessment of detailed building damage through a combination of machine learning, crowdsourcing and earthquake engineering / Vivien Zahs, Benjamin Herfort, Julia Kohns, Tahira Ullah, Katharina Anders, Lothar Stempniewski, Ale… , 2021. - 2 S.
  In: Abstracts & presentations. (2021), Artikel-ID EGU21-1304, Seite 1-2
  DOI: 10.5194/egusphere-egu21-1304
• Zahs, Vivien; Winiwarter, Lukas; Anders, Katharina; Williams, Jack G.; Rutzinger, Martin; Bremer, Magnus; Höfle, Bernhard: Correspondence-driven plane-based M3C2 for quantification of 3D topographic change with lower uncertainty [data and source code] / Vivien Zahs, Lukas Winiwarter, Katharina Anders, Jack G. Williams, Martin Rutzinger, Magnus Bremer, … . -
  Heidelberg: Universität, 2021-12-02. - 1 Online-Ressource (8 Files)
  DOI: 10.11588/data/TGSVUI
• Williams, Jack G.; Anders, Katharina; Winiwarter, Lukas; Zahs, Vivien; Höfle, Bernhard: Multi-directional change detection between point clouds / Jack G. Williams, Katharina Anders, Lukas Winiwarter, Vivien Zahs, Bernhard Höfle, 2021. - 19 S.
  In: ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716. 172(2021), Seite 95-113
  DOI: 10.1016/j.isprsjprs.2020.12.002

2020

• Backes, Dietmar; Smigaj, Magdalena; Schimka, M.; Zahs, Vivien; Grznárová, Alzbeta; Scaioni, Marco: River morphology monitoring of a small-scale Alpine riverbed using drone phtogrammetry and LIDAR / D. Backes, M. Smigaj, M. Schimka, V. Zahs, A. Grznárová, M. Scaioni, 12 Aug 2020. - 8 S.
  In: XXIV ISPRS Congress, Commission II. (2020), Seite 1017-1024
  DOI: 10.5194/isprs-archives-XLIII-B2-2020-1017-2020
• Ulrich, Veit; Williams, Jack G.; Zahs, Vivien; Anders, Katharina; Hecht, Stefan; Höfle, Bernhard: Disaggregating surface change mechanisms of a rock glacier using terrestrial laser scanning point clouds acquired at different time scales / Veit Ulrich, Jack G. Williams, Vivien Zahs, Katharina Anders, Stefan Hecht, Bernhard Höfle, 13 July 2020. - 15 S.
  In: Earth surface dynamics discussions, ISSN 2196-6338. (2020), Seite 1-15
  DOI: 10.5194/esurf-2020-55

2019

• Pfeiffer, Jan; Höfle, Bernhard; Hämmerle, Martin; Zahs, Vivien; Rutzinger, Martin; Scaioni, Marco; Lindenbergh, Roderik; Oude Elberink, Sander; Pirotti, Francesco; Bremer, Magnus; Wujanz, Daniel; Zieher, Thomas: Terrestrial laser scanning data of the Äußeres Hochebenkar rock glacier close to Obergurgl, Austria acquired during the Innsbruck Summer School of Alpine Research [dataset] / Jan Pfeiffer, Berhard Höfle, Martin Hämmerle, Vivien Zahs, Martin Rutzinger, Marco Scaioni, Roderik … . -
  Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2019. - 1 Online-Ressource (12 data points)
  DOI: 10.1594/PANGAEA.902042
• Zahs, Vivien; Hämmerle, Martin; Anders, Katharina; Hecht, Stefan; Sailer, Rudolf; Rutzinger, Martin; Williams, Jack G.; Höfle, Bernhard: Multi-temporal 3D point cloud-based quantification and analysis of geomorphological activity at an alpine rock glacier using airborne and terrestrial LiDAR / Vivien Zahs, Martin Hämmerle, Katharina Anders, Stefan Hecht, Rudolf Sailer, Martin Rutzinger, Jack … , July/September 2019. - 17 S.
  In: Permafrost and periglacial processes, ISSN 1099-1530. 30(2019), 3 vom: Juli/Sept., Seite 222-238
  DOI: 10.1002/ppp.2004