Hannah Weiser Publications

2024

• Esmorís Pena, Alberto M.; Weiser, Hannah; Winiwarter, Lukas; Cabaleiro, Jose C.; Höfle, Bernhard: Deep learning with simulated laser scanning data for 3D point cloud classification / Alberto M. Esmorís, Hannah Weiser, Lukas Winiwarter, Jose C. Cabaleiro, Bernhard Höfle, 13 July 2024. - 22 S.
  In: ISPRS open journal of photogrammetry and remote sensing, ISSN 2667-3932. 215(2024), Seite 192-213
  DOI: 10.1016/j.isprsjprs.2024.06.018
• Esmorís Pena, Alberto M.; Weiser, Hannah; Winiwarter, Lukas; Cabaleiro, Jose C.; Höfle, Bernhard: Deep learning with simulated laser scanning data for 3D point cloud classification / Alberto M. Esmorís, Hannah Weiser, Lukas Winiwarter, Jose C. Cabaleiro, Bernhard Höfle. - Version 2, 2024-01-16. - 40 S.
  In: EarthArXiv. (2024), Seite 1-40
  DOI: 10.31223/X53Q3Q
• 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
• Puliti, Stefano; Lines, Emily R.; Müllerová, Jana; Frey, Julian; Schindler, Zoe; Straker, Adrian; Allen, Matthew J.; Winiwarter, Lukas; Rehush, Nataliia; Hristova, Hristina; Murray, Brent; Calders, Kim; Terryn, Louise; Coops, Nicholas; Höfle, Bernhard; Junttila, Samuli; Krůček, Martin; Krok, Grzegorz; Král, Kamil; Levick, Shaun R.; Luck, Linda; Missarov, Azim; Mokroš, Martin; Owen, Harry J. F.; Stereńczak, Krzysztof; Pitkänen, Timo P.; Puletti, Nicola; Saarinen, Ninni; Hopkinson, Chris; Torresan, Chiara; Tomelleri, Enrico; Weiser, Hannah; Astrup, Rasmus: Benchmarking tree species classification from proximally-sensed laser scanning data : introducing the FOR-species20K dataset / Stefano Puliti, Emily R. Lines, Jana Müllerová, Julian Frey, Zoe Schindler, Adrian Straker, Matthew … , 12 Aug 2024. - 24 S.
  In: Arxiv. (2024), Artikel-ID 2408.06507, Seite 1-24
  DOI: 10.48550/arXiv.2408.06507
• Schäfer, Jannika; Winiwarter, Lukas; Weiser, Hannah; Höfle, Bernhard; Schmidtlein, Sebastian; Novotný, Jan; Krok, Grzegorz; Stereńczak, Krzysztof; Hollaus, Markus; Fassnacht, Fabian Ewald: CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography / Jannika Schäfer, Lukas Winiwarter, Hannah Weiser, Bernhard Höfle, Sebastian Schmidtlein, Jan Novotný… , 08 Sep 2024. - 18 S. : Illustrationen
  In: European journal of remote sensing, ISSN 2279-7254. 57(2024), 1, Artikel-ID 2396932, Seite 1-18
  DOI: 10.1080/22797254.2024.2396932
• 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
• Weiser, Hannah: How does vegetation movement during laser scanning affect common point cloud-derived metrics? : a virtual laser scanning study / master’s thesis of Hannah Weiser ; reviewer: Prof. Dr. Bernhard Höfle, second reviewer: Prof. Dr. Fa… . -
  Heidelberg, 02 Okt. 2024. - 1 Online-Ressource (vi, 49 Seiten) : Illustrationen, Diagramme
  DOI: 10.11588/heidok.00035451
• Weiser, Hannah; Esmorís Pena, Alberto M.; Höfle, Bernhard: How tree movement influences tree metrics derived from laser scanning point clouds / Hannah Weiser, Alberto M. Esmorís Pena, and Bernhard Höfle, 08 Mar 2024. - 2 S.
  In: EGU General Assembly 2024. (2024), Abstract EGU24-1633, Seite 1-2
  DOI: 10.5194/egusphere-egu24-1633
• Weiser, Hannah; Ulrich, Veit; Winiwarter, Lukas; Esmorís Pena, Alberto M.; Höfle, Bernhard: Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation / Hannah Weiser, Veit Ulrich, Lukas Winiwarter, Alberto M. Esmorís, Bernhard Höfle. -
  Heidelberg: Universität, 2024-01-18. - 1 Online-Ressource (12 Files)
  DOI: 10.11588/data/UUMEDI
• 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

• Brede, Benjamin; Kükenbrink, Daniel; Höfle, Bernhard; Kattenborn, Teja; Klinger, Lennart; Pitkänen, Timo; Singh, Arunima; Weiser, Hannah: Occlusion mapping tools for point cloud quality assessment in forest laser scanning / Benjamin Brede, Daniel Kükenbrink, Bernhard Höfle, Teja Kattenborn, Lennart Klinger, Timo Pitkänen, … , 2023. - 1 S.
  In: SilviLaser 2023. (2023), Seite 1
• Schäfer, Jannika; Winiwarter, Lukas; Weiser, Hannah; Novotný, Jan; Höfle, Bernhard; Schmidtlein, Sebastian; Henniger, Hans; Krok, Grzegorz; Stereńczak, Krzysztof; Faßnacht, Fabian Ewald: Assessing the potential of synthetic and ex situ airborne laser scanning and ground plot data to train forest biomass models / Jannika Schäfer, Lukas Winiwarter, Hannah Weiser, Jan Novotný, Bernhard Höfle, Sebastian Schmidtlein… . - Online ahead of print, 04 December 2023. - 19 S. : Illustrationen
  In: Forestry, ISSN 1464-3626. (2023), ahead of print
  DOI: 10.1093/forestry/cpad061
• Schäfer, Jannika; Weiser, Hannah; Winiwarter, Lukas; Höfle, Bernhard; Schmidtlein, Sebastian; Faßnacht, Fabian Ewald: Generating synthetic laser scanning data of forests by combining forest inventory information, a tree point cloud database and an open-source laser scanning simulator / Jannika Schäfer, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, Sebastian Schmidtlein and Fabian E… , December 2023. - 19 S. : Illustrationen
  In: Forestry, ISSN 1464-3626. 96(2023), 5 vom: Dez., Seite 653-671
  DOI: 10.1093/forestry/cpad006
• Schäfer, Jannika; Winiwarter, Lukas; Weiser, Hannah; Novotný, Jan; Höfle, Bernhard; Schmidtlein, Sebastian; Henniger, Hans; Stereńczak, Krzysztof; Faßnacht, Fabian Ewald: Potential and limitations of simulated airborne laser scanning data for forest biomass estimation / Jannika Schäfer, Lukas Winiwarter, Hannah Weiser, Jan Novotný, Bernhard Höfle, Sebastian Schmidtlein… , 2023. - 1 S.
  In: SilviLaser 2023. (2023), Seite 1
• 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

2022

• Esmorís Pena, Alberto M.; Yermo, Miguel; Weiser, Hannah; Winiwarter, Lukas; Höfle, Bernhard; Rivera, Francisco F.: Virtual LiDAR simulation as a high performance computing challenge : toward HPC HELIOS++ / Alberto M. Esmorís, Miguel Yermo, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, and Francisco F. … , 30 September 2022. - 22 S.
  In: IEEE access, ISSN 2169-3536. 10(2022), Seite 105052-105073
  DOI: 10.1109/ACCESS.2022.3211072
• Searle, Mark; Weiser, Hannah; Winiwarter, Lukas; Höfle, Bernhard: Simulation von Laserscanning mit AEOS, dem QGIS Plugin für HELIOS++ / Mark Searle, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, 2022. - 2 S.
  In: FOSSGIS 2022 - Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme, Open Data und OpenStreetMap. (2022), Seite 203-204
• 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; Schäfer, Jannika; Faßnacht, Fabian Ewald; Höfle, Bernhard: Airborne laser scanning (ALS) point clouds with full-waveform (FWF) data of central European forest plots, Germany / Weiser, Hannah; Winiwarter, Lukas; Schäfer, Jannika; Fassnacht, Fabian E; Höfle, Bernhard. -
  Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022. - 1 Online-Ressource (12 data points)
  DOI: 10.1594/PANGAEA.947038
• Weiser, Hannah; Schäfer, Jannika; Winiwarter, Lukas; Krašovec, Nina; Fassnacht, Fabian E.; Höfle, Bernhard: Individual tree point clouds and tree measurements from multi-platform laser scanning in German forests / Hannah Weiser, Jannika Schäfer, Lukas Winiwarter, Nina Krašovec, Fabian E. Fassnacht, and Bernhard H… , 05 Jul 2022. - 23 S.
  In: Earth system science data, ISSN 1866-3516. 14(2022), 7, Seite 2989-3012
  DOI: 10.5194/essd-14-2989-2022
• Weiser, Hannah; Searle, Mark; Winiwarter, Lukas; Höfle, Bernhard: Laserscanning simulieren mit HELIOS++ : eine praktische Einführung / Hannah Weiser, Mark Searle, Lukas Winiwarter, Bernhard Höfle, 2022. - 2 S. : Illustrationen
  In: FOSSGIS 2022 - Anwenderkonferenz für Freie und Open Source Software für Geoinformationssysteme, Open Data und OpenStreetMap. (2022), Seite 175-176
• Weiser, Hannah; Schäfer, Jannika; Winiwarter, Lukas; Krašovec, Nina; Seitz, Christian; Schimka, Marian; Anders, Katharina; Baete, Daria; Braz, Andressa Soarez; Brand, Johannes; Debroize, Denis; Kuss, Paula; Martin, Lioba Lucia; Mayer, Angelo; Schrempp, Torben; Schwarz, Lisa-Maricia; Ulrich, Veit; Faßnacht, Fabian Ewald; Höfle, Bernhard: Terrestrial, UAV-borne, and airborne laser scanning point clouds of central European forest plots, Germany, with extracted individual trees and manual forest inventory measurements / Weiser, Hannah; Schäfer, Jannika; Winiwarter, Lukas; Krašovec, Nina; Seitz, Christian; Schimka, Mari… . -
  Bremerhaven, Bremen: PANGAEA - Data Publisher for Earth & Environmental Science, 2022. - 1 Online-Ressource (12 data points)
  DOI: 10.1594/PANGAEA.942856
• 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
• Winiwarter, Lukas; Esmorís Pena, Alberto M.; Weiser, Hannah; Anders, Katharina; Martínez Sánchez, Jorge; Searle, Mark; Höfle, Bernhard: Virtual laser scanning with HELIOS++ : a novel take on ray tracing-based simulation of topographic full-waveform 3D laser scanning / Lukas Winiwarter, Alberto Manuel Esmorís Pena, Hannah Weiser, Katharina Anders, Jorge Martínez Sánch… , February 2022. - 18 S.
  In: Remote sensing of environment, ISSN 1879-0704. 269(2022), Artikel-ID 112772, Seite 1-18
  DOI: 10.1016/j.rse.2021.112772

2021

• Faßnacht, Fabian Ewald; Schäfer, Jannika; Weiser, Hannah; Winiwarter, Lukas; Krašovec, Nina; Latifi, Hooman; Höfle, Bernhard: Presenting the GeForse approach to create synthetic LiDAR data from simulated forest stands to optimize forest inventories / Fabian E. Fassnacht, Jannika Schäfer, Hannah Weiser, Lukas Winiwarter, Nina Krašovec, Hooman Latifi,… , 2021. - 2 S.
  In: Abstracts & presentations. (2021), Artikel-ID EGU21-9197, Seite 1-2
  DOI: 10.5194/egusphere-egu21-9197
• Weiser, Hannah; Winiwarter, Lukas; Anders, Katharina; Faßnacht, Fabian Ewald; Höfle, Bernhard: Opaque voxel-based tree models for virtual laser scanning in forestry applications / Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle, 20 August 2021. - 17 S.
  In: Remote sensing of environment, ISSN 1879-0704. 265(2021) vom: Nov., Artikel-ID 112641, Seite 1-17
  DOI: 10.1016/j.rse.2021.112641
• Weiser, Hannah; Winiwarter, Lukas; Anders, Katharina; Faßnacht, Fabian Ewald; Höfle, Bernhard: Opaque voxel-based tree models for virtual laser scanning in forestry applications [research data and source code] / Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle. -
  Heidelberg: Universität, 2021-08-18. - 1 Online-Ressource (31 Files)
  DOI: 10.11588/data/MZBO7T
• Weiser, Hannah; Winiwarter, Lukas; Schäfer, Jannika; Faßnacht, Fabian Ewald; Anders, Katharina; Esmorís Pena, Alberto M.; Höfle, Bernhard: Virtual laser scanning (VLS) in forestry : investigating appropriate 3D forest representations for LiDAR simulations with HELIOS++ / Hannah Weiser, Lukas Winiwarter, Jannika Schäfer, Fabian Ewald Fassnacht, Katharina Anders, Alberto … , 2021. - 2 S.
  In: Abstracts & presentations. (2021), Artikel-ID EGU21-9178, Seite 1-2
  DOI: 10.5194/egusphere-egu21-9178