@incollection{UBHD-69199830,
  author={Brede, Benjamin and K{\"u}kenbrink, Daniel and H{\"o}fle, Bernhard and Kattenborn, Teja and Klinger, Lennart and Pitk{\"a}nen, Timo and Singh, Arunima and Weiser, Hannah},
  title={Occlusion mapping tools for point cloud quality assessment in forest laser scanning},
  year={2023},
  pages={1},
  language={eng},
  booktitle={SilviLaser 2023},
}
@incollection{UBHD-69342014,
  author={Durrant, Aiden and Harcourt, William D. and H{\"o}fle, Bernhard and Weiser, Hannah and Tabernig, Ronald},
  title={Linking small- and large-scale Digital Twins},
  subtitle={a concept},
  year={2025},
  pages={1},
  language={eng},
  note={Gesehen am 05.05.2025},
  booktitle={Abstracts & presentations},
  doi={10.5194/egusphere-egu25-18187},
}
@article{UBHD-69241921,
  author={Esmorís Pena, Alberto M. and Weiser, Hannah and Winiwarter, Lukas and Cabaleiro, Jose  C. and H{\"o}fle, Bernhard},
  title={Deep learning with simulated laser scanning data for 3D point cloud classification},
  year={2024},
  pages={192-213},
  language={eng},
  issn={2667-3932},
  volume={215},
  note={Gesehen am 09.08.2024},
  journal={ISPRS open journal of photogrammetry and remote sensing},
  doi={10.1016/j.isprsjprs.2024.06.018},
}
@incollection{UBHD-69204374,
  author={Esmorís Pena, Alberto M. and Weiser, Hannah and Winiwarter, Lukas and Cabaleiro, Jose C. and H{\"o}fle, Bernhard},
  title={Deep learning with simulated laser scanning data for 3D point cloud classification},
  edition={Version 2},
  year={2024},
  pages={1-40},
  language={eng},
  note={Gesehen am 15.04.2024},
  booktitle={EarthArXiv},
  doi={10.31223/X53Q3Q},
}
@article{UBHD-68995131,
  author={Esmorís Pena, Alberto M. and Yermo, Miguel and Weiser, Hannah and Winiwarter, Lukas and H{\"o}fle, Bernhard and Rivera, Francisco F.},
  title={Virtual LiDAR simulation as a high performance computing challenge},
  subtitle={toward HPC HELIOS++},
  year={2022},
  pages={105052-105073},
  language={eng},
  issn={2169-3536},
  volume={10},
  note={Online ver{\"o}ffentlicht am 30 September 2022, Artikelversion 10 Oktober 2022 ; Gesehen am 09.12.2022},
  journal={IEEE access},
  doi={10.1109/ACCESS.2022.3211072},
}
@incollection{UBHD-69205262,
  author={Faßnacht, Fabian Ewald and Sch{\"a}fer, Jannika and Weiser, Hannah and Winiwarter, Lukas and Krašovec, Nina and Latifi, Hooman and H{\"o}fle, Bernhard},
  title={Presenting the GeForse approach to create synthetic LiDAR data from simulated forest stands to optimize forest inventories},
  year={2021},
  pages={1-2},
  language={eng},
  note={Gesehen am 17.04.2024},
  booktitle={Abstracts & presentations},
  doi={10.5194/egusphere-egu21-9197},
}
@incollection{UBHD-69199795,
  author={H{\"o}fle, Bernhard and Tabernig, Ronald and Zahs, Vivien and Esmorís Pena, Alberto M. and Winiwarter, Lukas and Weiser, Hannah},
  title={Machine-learning based 3D point cloud classification and multitemporal change analysis with simulated laser scanning data using open source scientific software},
  year={2024},
  pages={1-2},
  language={eng},
  note={Gesehen am 11.04.2024},
  booktitle={EGU General Assembly 2024},
  doi={10.5194/egusphere-egu24-1261},
}
@incollection{UBHD-69247015,
  author={Puliti, Stefano and Lines, Emily R. and M{\"u}llerová, Jana and Frey, Julian and Schindler, Zoe and Straker, Adrian and Allen, Matthew J. and Winiwarter, Lukas and Rehush, Nataliia and Hristova, Hristina and Murray, Brent and Calders, Kim and Terryn, Louise and Coops, Nicholas and H{\"o}fle, Bernhard and Junttila, Samuli and Krůček, Martin and Krok, Grzegorz and Král, Kamil and Levick, Shaun R. and Luck, Linda and Missarov, Azim and Mokroš, Martin and Owen, Harry J. F. and Stereńczak, Krzysztof and Pitk{\"a}nen, Timo P. and Puletti, Nicola and Saarinen, Ninni and Hopkinson, Chris and Torresan, Chiara and Tomelleri, Enrico and Weiser, Hannah and Astrup, Rasmus},
  title={Benchmarking tree species classification from proximally-sensed laser scanning data},
  subtitle={introducing the FOR-species20K dataset},
  year={2024},
  pages={1-24},
  language={eng},
  note={Submitted 12 August 2024 ; Gesehen am 26.08.2024},
  booktitle={Arxiv},
  doi={10.48550/arXiv.2408.06507},
}
@article{UBHD-69166039,
  author={Sch{\"a}fer, Jannika and Winiwarter, Lukas and Weiser, Hannah and Novotný, Jan and H{\"o}fle, Bernhard and Schmidtlein, Sebastian and Henniger, Hans and Krok, Grzegorz and Stereńczak, Krzysztof and Faßnacht, Fabian Ewald},
  title={Assessing the potential of synthetic and ex situ airborne laser scanning and ground plot data to train forest biomass models},
  edition={Online ver{\"o}ffentlicht: 4. Dezember 2023},
  year={2024},
  pages={512-530},
  language={eng},
  issn={1464-3626},
  volume={97},
  number={4 vom: Okt.},
  note={Gesehen am 16.05.2025},
  journal={Forestry},
  doi={10.1093/forestry/cpad061},
}
@article{UBHD-69315995,
  author={Sch{\"a}fer, Jannika and Winiwarter, Lukas and Weiser, Hannah and H{\"o}fle, Bernhard and Schmidtlein, Sebastian and Novotný, Jan and Krok, Grzegorz and Stereńczak, Krzysztof and Hollaus, Markus and Fassnacht, Fabian Ewald},
  title={CNN-based transfer learning for forest aboveground biomass prediction from ALS point cloud tomography},
  year={2024},
  pages={1-18},
  language={eng},
  issn={2279-7254},
  volume={57},
  note={Gesehen am 07.03.2025},
  journal={European journal of remote sensing},
  doi={10.1080/22797254.2024.2396932},
}
@article{UBHD-69199855,
  author={Sch{\"a}fer, Jannika and Weiser, Hannah and Winiwarter, Lukas and H{\"o}fle, Bernhard and Schmidtlein, Sebastian and Faßnacht, Fabian Ewald},
  title={Generating synthetic laser scanning data of forests by combining forest inventory information, a tree point cloud database and an open-source laser scanning simulator},
  year={2023},
  pages={653-671},
  language={eng},
  issn={1464-3626},
  volume={96},
  number={5 vom: Dez.},
  note={Online ver{\"o}ffentlicht: 12. April 2023 ; Gesehen am 11.04.2024},
  journal={Forestry},
  doi={10.1093/forestry/cpad006},
}
@incollection{UBHD-69199857,
  author={Sch{\"a}fer, Jannika and Winiwarter, Lukas and Weiser, Hannah and Novotný, Jan and H{\"o}fle, Bernhard and Schmidtlein, Sebastian and Henniger, Hans and Stereńczak, Krzysztof and Faßnacht, Fabian Ewald},
  title={Potential and limitations of simulated airborne laser scanning data for forest biomass estimation},
  year={2023},
  pages={1},
  language={eng},
  booktitle={SilviLaser 2023},
}
@book{UBHD-69356773,
  author={Sch{\"a}fer, Jannika and Faßnacht, Fabian Ewald and H{\"o}fle, Bernhard and Weiser, Hannah},
  organization={Symposium zur angewandten Satellitenerdbeobachtung <2., 2019, K{\"o}ln>},
  title={Das SYSSIFOSS-Projekt},
  subtitle={synthetische 3D-Fernerkundungsdaten f{\"u}r verbesserte Waldinventurmodelle},
  address={[K{\"o}ln?]},
  year={2019},
  language={eng},
  note={Beitrag zum 2. Symposium zur angewandten Satellitenerdbeobachtung, K{\"o}ln, 12-13. November 2019 ; Gesehen am 18.06.2025},
}
@incollection{UBHD-68971671,
  author={Searle, Mark and Weiser, Hannah and Winiwarter, Lukas and H{\"o}fle, Bernhard},
  title={Simulation von Laserscanning mit AEOS, dem QGIS Plugin f{\"u}r HELIOS++},
  year={2022},
  pages={203-204},
  language={ger},
  isbn={9783000714146},
  note={Gesehen am 10.10.2022},
  booktitle={FOSSGIS 2022 - Anwenderkonferenz f{\"u}r Freie und Open Source Software f{\"u}r Geoinformationssysteme, Open Data und OpenStreetMap},
}
@book{UBHD-68938189,
  author={Shinoto, Maria and Doneus, Michael and Haijima, Hideyuki and Weiser, Hannah and Zahs, Vivien and Kempf, Dominic and Daskalakis, Gwydion and H{\"o}fle, Bernhard and Nakamura, Naoko},
  title={3D point cloud from Nakadake Sanroku Kiln Site Center, Japan},
  subtitle={sample data for the application of adaptive filtering with the AFwizard},
  publisher={Universit{\"a}t},
  address={Heidelberg},
  year={2022},
  pages={1 Online-Ressource (11 Files)},
  language={eng},
  note={Gesehen am 06.07.2022},
  doi={10.11588/data/TJNQZG},
  url={https://doi.org/10.11588/data/TJNQZG},
  library={UB},
}
@incollection{UBHD-69342898,
  author={Tabernig, Ronald and Albert, William and Weiser, Hannah and H{\"o}fle, Bernhard},
  title={A hierarchical approach for near real-time 3D surface change analysis of permanent laser scanning point clouds},
  year={2025},
  pages={1-9},
  language={eng},
  note={Gesehen am 07.05.2025},
  booktitle={6th Joint International Symposium on Deformation Monitoring},
  doi={10.5445/IR/1000180377},
}
@incollection{UBHD-69204399,
  author={Tabernig, Ronald and Anders, Katharina and Fritzmann, Patrick and Weiser, Hannah and Zahs, Vivien and H{\"o}fle, Bernhard and Rutzinger, Martin},
  title={Quantifying slope movements},
  subtitle={tree trunk tracking using long-range stationary 4D laser scanning point clouds},
  year={2023},
  pages={114-115},
  language={eng},
  note={Gesehen am 11.04.2024},
  booktitle={VGC 2023 - Unveiling the dynamic Earth with digital methods},
}
@incollection{UBHD-69199806,
  author={Tabernig, Ronald and Zahs, Vivien and Weiser, Hannah and H{\"o}fle, Bernhard},
  title={Simulating 4D scenes of rockfall and landslide activity for improved 3D point cloud-based change detection using machine learning},
  year={2024},
  pages={1-2},
  language={eng},
  note={Gesehen am 11.04.2024},
  booktitle={EGU General Assembly 2024},
  doi={10.5194/egusphere-egu24-1613},
}
@incollection{UBHD-69344220,
  author={Weiser, Hannah and H{\"o}fle, Bernhard},
  title={Advancing vegetation monitoring with virtual laser scanning of dynamic scenes (VLS-4D)},
  subtitle={opportunities, implementations and future perspectives},
  edition={Preprint},
  year={2025},
  pages={1-26},
  language={eng},
  note={Ver{\"o}ffentlicht: 17.10.2024},
  booktitle={EarthArXiv},
  doi={10.31223/X51Q5V},
}
@book{UBHD-68982917,
  author={Weiser, Hannah and Winiwarter, Lukas and Sch{\"a}fer, Jannika and Faßnacht, Fabian Ewald and H{\"o}fle, Bernhard},
  title={Airborne laser scanning (ALS) point clouds with full-waveform (FWF) data of central European forest plots, Germany},
  publisher={PANGAEA - Data Publisher for Earth & Environmental Science},
  address={Bremerhaven, Bremen},
  year={2022},
  pages={1 Online-Ressource (12 data points)},
  language={eng},
  note={Gesehen am 07.10.2022},
  doi={10.1594/PANGAEA.947038},
}
@book{UBHD-69260851,
  author={Weiser, Hannah},
  title={How does vegetation movement during laser scanning affect common point cloud-derived metrics?},
  subtitle={a virtual laser scanning study},
  address={Heidelberg},
  year={2024},
  pages={1 Online-Ressource (vi, 49 Seiten)},
  language={eng},
  school={Masterarbeit,  Universit{\"a}tsbibliothek Heidelberg,  2023},
  doi={10.11588/heidok.00035451},
  keywords={Geografie / Fernerkundung / Geoinformatik},
  url={https://nbn-resolving.de/urn:nbn:de:bsz:16-heidok-354513},
  library={UB},
}
@incollection{UBHD-69199810,
  author={Weiser, Hannah and Esmorís Pena, Alberto M. and H{\"o}fle, Bernhard},
  title={How tree movement influences tree metrics derived from laser scanning point clouds},
  year={2024},
  pages={1-2},
  language={eng},
  note={Gesehen am 11.04.2024},
  booktitle={EGU General Assembly 2024},
  doi={10.5194/egusphere-egu24-1633},
}
@article{UBHD-68948254,
  author={Weiser, Hannah and Sch{\"a}fer, Jannika and Winiwarter, Lukas and Krašovec, Nina and Fassnacht, Fabian E. and H{\"o}fle, Bernhard},
  title={Individual tree point clouds and tree measurements from multi-platform laser scanning in German forests},
  year={2022},
  pages={2989-3012},
  language={eng},
  issn={1866-3516},
  volume={14},
  number={7},
  note={Gesehen am 29.07.2022},
  journal={Earth system science data},
  doi={10.5194/essd-14-2989-2022},
}
@incollection{UBHD-68971650,
  author={Weiser, Hannah and Searle, Mark and Winiwarter, Lukas and H{\"o}fle, Bernhard},
  title={Laserscanning simulieren mit HELIOS++},
  subtitle={eine praktische Einf{\"u}hrung},
  year={2022},
  pages={175-176},
  language={ger},
  isbn={9783000714146},
  note={Gesehen am 10.10.2022},
  booktitle={FOSSGIS 2022 - Anwenderkonferenz f{\"u}r Freie und Open Source Software f{\"u}r Geoinformationssysteme, Open Data und OpenStreetMap},
}
@book{UBHD-69177647,
  author={Weiser, Hannah and Ulrich, Veit and Winiwarter, Lukas and Esmorís Pena, Alberto M. and H{\"o}fle, Bernhard},
  title={Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation},
  publisher={Universit{\"a}t},
  address={Heidelberg},
  year={2024},
  pages={1 Online-Ressource (12 Files)},
  language={eng},
  note={Finanziert durch: Deutsche Forschungsgemeinschaft ; Gesehen am 05.02.2024},
  doi={10.11588/data/UUMEDI},
  url={https://doi.org/10.11588/data/UUMEDI},
  library={UB},
}
@article{UBHD-68796157,
  author={Weiser, Hannah and Winiwarter, Lukas and Anders, Katharina and Faßnacht, Fabian Ewald and H{\"o}fle, Bernhard},
  title={Opaque voxel-based tree models for virtual laser scanning in forestry applications},
  year={2021},
  pages={1-17},
  language={eng},
  issn={1879-0704},
  volume={265(2021) vom: Nov.},
  number={Artikel-ID 112641},
  note={Gesehen am 03.11.2021},
  journal={Remote sensing of environment},
  doi={10.1016/j.rse.2021.112641},
}
@book{UBHD-68881371,
  author={Weiser, Hannah and Winiwarter, Lukas and Anders, Katharina and Faßnacht, Fabian Ewald and H{\"o}fle, Bernhard},
  title={Opaque voxel-based tree models for virtual laser scanning in forestry applications [research data and source code]},
  publisher={Universit{\"a}t},
  address={Heidelberg},
  year={2021},
  pages={1 Online-Ressource (31 Files)},
  language={eng},
  note={Gesehen am 22.02.2022},
  doi={10.11588/data/MZBO7T},
  url={https://doi.org/10.11588/data/MZBO7T},
  library={UB},
}
@book{UBHD-68982918,
  author={Weiser, Hannah and Sch{\"a}fer, Jannika and Winiwarter, Lukas and Krašovec, Nina and Seitz, Christian and Schimka, Marian and Anders, Katharina and Baete, Daria and Braz, Andressa Soarez and Brand, Johannes and Debroize, Denis and Kuss, Paula and Martin, Lioba Lucia and Mayer, Angelo and Schrempp, Torben and Schwarz, Lisa-Maricia and Ulrich, Veit and Faßnacht, Fabian Ewald and H{\"o}fle, Bernhard},
  title={Terrestrial, UAV-borne, and airborne laser scanning point clouds of central European forest plots, Germany, with extracted individual trees and manual forest inventory measurements},
  publisher={PANGAEA - Data Publisher for Earth & Environmental Science},
  address={Bremerhaven, Bremen},
  year={2022},
  pages={1 Online-Ressource (12 data points)},
  language={eng},
  note={Gesehen am 07.10.2022},
  doi={10.1594/PANGAEA.942856},
}
@book{UBHD-69204704,
  author={Weiser, Hannah and Winiwarter, Lukas and Zahs, Vivien and Weiser, Peter and Anders, Katharina and H{\"o}fle, Bernhard},
  title={UAV-photogrammetry, UAV laser scanning and terrestrial laser scanning point clouds of the inland dune in Sandhausen, Baden-W{\"u}rttemberg, Germany [dataset]},
  publisher={PANGAEA - Data Publisher for Earth & Environmental Science},
  address={Bremerhaven, Bremen},
  year={2022},
  pages={1 Online-Ressource (14 data points)},
  language={eng},
  note={Gesehen am 16.04.2024},
  doi={10.1594/PANGAEA.949228},
}
@incollection{UBHD-69205781,
  author={Weiser, Hannah and Winiwarter, Lukas and Sch{\"a}fer, Jannika and Faßnacht, Fabian Ewald and Anders, Katharina and Esmorís Pena, Alberto M. and H{\"o}fle, Bernhard},
  title={Virtual laser scanning (VLS) in forestry},
  subtitle={investigating appropriate 3D forest representations for LiDAR simulations with HELIOS++},
  year={2021},
  pages={1-2},
  language={eng},
  note={Gesehen am 18.04.2024},
  booktitle={Abstracts & presentations},
  doi={10.5194/egusphere-egu21-9178},
}
@incollection{UBHD-69342191,
  author={Weiser, Hannah and Albert, William and Tabernig, Ronald and H{\"o}fle, Bernhard},
  title={Virtual laser scanning of dynamic scenes (VLS-4D)},
  subtitle={a novel opportunity for advancing 3D forest monitoring},
  year={2025},
  pages={1-2},
  language={eng},
  note={Gesehen am 06.05.2025},
  booktitle={Abstracts & presentations},
  doi={10.5194/egusphere-egu25-1560},
}
@article{UBHD-68901343,
  author={Winiwarter, Lukas and Esmorís Pena, Alberto M. and Weiser, Hannah and Anders, Katharina and Martínez Sánchez, Jorge and Searle, Mark and H{\"o}fle, Bernhard},
  title={Virtual laser scanning with HELIOS++},
  subtitle={a novel take on ray tracing-based simulation of topographic full-waveform 3D laser scanning},
  year={2022},
  pages={1-18},
  language={eng},
  issn={1879-0704},
  volume={269},
  number={Artikel-ID 112772},
  note={Gesehen am 30.03.2022 ; Available online 12 November 2021, Version of Record 23 December 2021},
  journal={Remote sensing of environment},
  doi={10.1016/j.rse.2021.112772},
}
@incollection{UBHD-68965746,
  author={Winiwarter, Lukas and Esmorís Pena, Alberto M. and Zahs, Vivien and Weiser, Hannah and Searle, Mark and Anders, Katharina and H{\"o}fle, Bernhard},
  title={Virtual laser scanning using HELIOS++},
  subtitle={applications in machine learning and forestry},
  year={2022},
  pages={1-2},
  language={eng},
  note={Gesehen am 20.09.2022},
  booktitle={Abstracts & presentations},
  doi={10.5194/egusphere-egu22-8671},
}
@incollection{UBHD-69204376,
  author={Zahs, Vivien and H{\"o}fle, Bernhard and Federer, Maria and Weiser, Hannah and Tabernig, Ronald and Anders, Katharina},
  title={Automatic classification of surface activity types from geographic 4D monitoring combining virtual laser scanning, change analysis and machine learning},
  year={2024},
  pages={1-2},
  language={eng},
  note={Gesehen am 15.04.2024},
  booktitle={EGU General Assembly 2024},
}