2024
- Sensing Mountains: Innsbruck Summer School of Alpine Research 2024 – Close Range Sensing Techniques in Alpine Terrain. Innsbruck University Press, 2024 more… BibTeX Full text ( DOI )
- Applying photogrammetry to time-lapse imagery for geomorphological change detection. EGU General Assembly 2024, 2024 more… BibTeX
- Efficient In-Memory Point Cloud Query Processing. Recent Advances in 3D Geoinformation Science - Proceedings of the 18th 3D GeoInfo Conference (Lecture Notes in Geoinformation and Cartography), Springer Science and Business Media Deutschland GmbH, 2024Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; International 3D GeoInfo Conference, 3DGeoInfo 2023 ; Conference date: 12-09-2023 Through 14-09-2023 more… BibTeX Full text ( DOI )
- Integrating multi-user digitising actions for mapping gully outlines using a combined approach of Kalman filtering and machine learning. ISPRS Open Journal of Photogrammetry and Remote Sensing 12, 2024 more… BibTeX Full text ( DOI )
- Automatic Classification of Surface Activity Types from Geographic 4D Monitoring Combining Virtual Laser Scanning, Change Analysis and Machine Learning. EGU General Assembly 2024, 2024 more… BibTeX Full text ( DOI )
2023
- Spatiotemporal tracking of surface processes through their change histories in dense 3D time series by implementing a time-extension on the 4D objects-by-change method. EGU General Assembly 2023, 2023 more… BibTeX Full text ( DOI )
- Time Series Analysis of 3D/4D Point Clouds within the Open- Source Online Course E-TRAINEE. Proceedings of 5th Virtual Geoscience Conference (VGC), 2023 more… BibTeX
- Tracing Snow Cover Dynamics Using 4D Level-Sets on Near-Continuous Terrestrial Laser Scanning Time Series. 10th EARSeL Workshop on Land Ice and Snow, 2023 more… BibTeX Full text ( DOI )
- LOKI - Luftgestützte Observation Kritischer Infrastrukturen: Schlussbericht: Berichtszeitraum 01.01.2020-31.03.2023. Heidelberg, 2023, more… BibTeX Full text ( DOI )
- Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in Africa. Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, ACM, 2023 more… BibTeX Full text ( DOI )
- E-TRAINEE: OPEN E-LEARNING COURSE ON TIME SERIES ANALYSIS IN REMOTE SENSING. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-1/W2-2023, 2023, 989-996 more… BibTeX Full text ( DOI )
- Sensing Mountains -Learning about the Observation of Environmental Processes in a Changing World. 5th Virtual Geoscience Conference – Unveiling the dynamic Earth with digital methods, Dresden, Germany. Book of Abstracts, Technische Universität Dresden (TU Dresden) / Helmholtz-Institut Freiberg für Ressourcentechnologie , 2023, 101-102 more… BibTeX
- Quantifying slope movements: Tree trunk tracking using long- range stationary 4D laser scanning point clouds. 5th Virtual Geoscience Conference (VGC), 2023 more… BibTeX
- Towards GeoAI as a Containerized Microservice. Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, ACM, 2023 more… BibTeX Full text ( DOI )
- UAV laser scanning and terrestrial laser scanning point clouds of snow-on and snow-off conditions of a forest plot in the black forest at Hundseck, Baden-Württemberg, Germany [data]. , heiDATA, 2023 more… BibTeX Full text ( DOI )
- Full four-dimensional change analysis of topographic point cloud time series using Kalman filtering. Earth Surface Dynamics 11, 2023, 593–613 more… BibTeX Full text ( DOI )
- Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data. International Journal of Applied Earth Observation and Geoinformation 122, 2023, 103406 more… BibTeX Full text ( DOI )
2022
- 4D-Änderungsobjekte zur automatischen Extraktion räumlich und zeitlich variabler Oberflächenveränd̈erungen aus kontinuierlichen 3D-Zeitserien natürlicher Szenen. 41. Wissenschaftlich-Technische Jahrestagung der DGPF, 2022 more… BibTeX Full text ( DOI )
- Integration of Kalman Filtering of Near-Continuous Surface Change Time Series into the Extraction of 4D Objects-by-Change. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2022, 2022, 973--980 more… BibTeX Full text ( DOI )
- Hourly Terrestrial Laser Scanning Point Clouds of Snow Cover in the Area of the Schneeferner, Zugspitze, Germany. 2022 more… BibTeX Full text ( DOI )
- ER3DS - Emissionsreduktion in Smart Cities mit räumlicher 3D-Erfassung und Analyse. Heidelberg University, 2022, more… BibTeX Full text ( DOI )
- Strategies of Managing Urban Tree Vegetation: A Study of Cities in Taiwan. Heidelberg University, 2022, more… BibTeX Full text ( DOI )
- Improving Change Analysis From Near-Continuous 3D Time Series by Considering Full Temporal Information. IEEE Geoscience and Remote Sensing Letters 19, 2022, 1--5 more… BibTeX Full text ( DOI )
- Automatic Extraction and Characterization of Natural Surface Changes from Near-Continuous 3D Time Series using 4D Objects-By-Change and Kalman Filtering. EGU General Assembly 2022, 2022 more… BibTeX Full text ( DOI )
- Capturing complex star dune dynamics—repeated highly accurate surveys combining multitemporal 3D topographic measurements and local wind data. Earth Surface Processes and Landforms 47 (11), 2022, 2726--2739 more… BibTeX Full text ( DOI )
- Characterization of Morphological Surface Activities derived from Near-Continuous Terrestrial LiDAR Time Series. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-2/W2-2022, 2022, 53--60 more… BibTeX Full text ( DOI )
- Sensing Mountains: Innsbruck Summer School of Alpine Research 2022 – Close Range Sensing Techniques in Alpine Terrain. Innsbruck University Press, 2022 more… BibTeX Full text ( DOI )
- A high-resolution 4D terrestrial laser scan dataset of the Kijkduin beach-dune system, The Netherlands. Scientific Data 9 (1), 2022, 191 more… BibTeX Full text ( DOI )
- Terrestrial, UAV-borne, and airborne laser scanning point clouds of central European forest plots, Germany, with extracted individual trees and manual forest inventory measurements. PANGAEA, 2022, more… BibTeX Full text ( DOI )
- UAV-Photogrammetry, UAV laser scanning and terrestrial laser scanning point clouds of the inland dune in Sandhausen, Baden-Württemberg, Germany. PANGAEA, 2022, more… BibTeX Full text ( DOI )
- Full 4D Change Analysis of Topographic Point Cloud Time Series using Kalman Filtering. Earth Surface Dynamics Discussions 2022, 2022, 1--25 more… BibTeX Full text ( DOI )
- Virtual Laser Scanning of Dynamic Scenes Created From Real 4D Topographic Point Cloud Data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences V-2-2022, 2022, 79--86 more… BibTeX Full text ( DOI )
- Virtual laser scanning with HELIOS++: A novel take on ray tracing-based simulation of topographic 3D laser scanning. Remote Sensing of Environment 269, 2022, 112772 more… BibTeX Full text ( DOI )
- Virtual Laser Scanning using HELIOS++ - Applications in Machine Learning and Forestry. EGU General Assembly 2022, 2022 more… BibTeX Full text ( DOI )
- Evaluation of UAV-borne Photogrammetry and Laser Scanning for 3D Topographic Change Analysis at an Active Rock Glacier. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2022, 2022, 1109--1116 more… BibTeX Full text ( DOI )
- Evaluation of UAV-borne photogrammetry and UAV-borne laser scanning for 3D topographic change analysis of an active rock glacier. EGU General Assembly 2022, 2022 more… BibTeX Full text ( DOI )
- Correspondence-driven plane-based M3C2 for lower uncertainty in 3D topographic change quantification. ISPRS Journal of Photogrammetry and Remote Sensing 183, 2022, 541--559 more… BibTeX Full text ( DOI )
2021
- Influence of Spatial and Temporal Resolution on Time Series-Based Coastal Surface Change Analysis Using Hourly Terrestrial Laser Scans. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences V-2-2021, 2021, 137--144 more… BibTeX Full text ( DOI )
- Improving change analysis from near-continuous 3D time series by considering full temporal information [Data and Source Code]. , heiDATA, 2021 more… BibTeX Full text ( DOI )
- Fully automatic spatiotemporal segmentation of 3D LiDAR time series for the extraction of natural surface changes. ISPRS Journal of Photogrammetry and Remote Sensing 173, 2021, 297--308 more… BibTeX Full text ( DOI )
- E-learning on Time Series Analysis in Remote Sensing and Geoinformatics for Understanding Human-Environment Interactions - a concept. 15. Jahrestag AK Hochschullehre Geographie, 2021 more… BibTeX
- Measurement of rock glacier surface change over different timescales using terrestrial laser scanning point clouds. Earth Surface Dynamics 9 (1), 2021, 19--28 more… BibTeX Full text ( DOI )
- A six month high resolution 4D geospatial stationiary laser scan dataset of the Kijkduin beach dune system, The Netherlands. , PANGAEA, 2021 more… BibTeX Full text ( DOI )
- Virtual laser scanning (VLS) in forestry – Investigating appropriate 3D forest representations for LiDAR simulations with HELIOS++. EGU General Assembly 2021, 2021 more… BibTeX
- Opaque voxel-based tree models for virtual laser scanning in forestry applications. Remote Sensing of Environment 265, 2021, 112641 more… BibTeX Full text ( DOI )
- Opaque Voxel-based Tree Models for Virtual Laser Scanning in Forestry Applications [Research Data and Source Code]. , heiDATA, 2021 more… BibTeX Full text ( DOI )
- Multi-directional change detection between point clouds. ISPRS Journal of Photogrammetry and Remote Sensing 172, 2021, 95--113 more… BibTeX Full text ( DOI )
- M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation. ISPRS Journal of Photogrammetry and Remote Sensing 178, 2021, 240--258 more… BibTeX Full text ( DOI )
- 3D point cloud-based assessment of detailed building damage through a combination of machine learning, crowdsourcing and earthquake engineering. EGU General Assembly 2021, 2021 more… BibTeX
- Correspondence-driven plane-based M3C2 for quantification of 3D topographic change with lower uncertainty [Data and Source Code]. , heiDATA, 2021 more… BibTeX Full text ( DOI )
2020
- Multitemporal Terrestrial Laser Scanning Point Clouds for Thaw Subsidence Observation at Arctic Permafrost Monitoring Sites. Earth Surface Processes and Landforms 45 (7), 2020, 1589--1600 more… BibTeX Full text ( DOI )
- 4D objects-by-change: Spatiotemporal segmentation of geomorphic surface change from LiDAR time series. ISPRS Journal of Photogrammetry and Remote Sensing 159, 2020, 352--363 more… BibTeX Full text ( DOI )
- Einfluss der zeitlichen Auflösung auf die raumzeitliche Segmentierung geomorphologischer \n̈derungsprozesse in 3D-Punktwolken. 40. Wissenschaftlich-Technische Jahrestagung der DGPF, 2020 more… BibTeX
- 3D Micro-Mapping of Subsidence Stations [Source Code and Data]. , heiDATA, 2020 more… BibTeX Full text ( DOI )
- Training in Innovative Technologies for Close-Range Sensing in Alpine Terrain - 3rd Edition. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B5-2020, 2020, 243--250 more… BibTeX Full text ( DOI )
- Disaggregating surface change mechanisms of a rock glacier using terrestrial laser scanning point clouds acquired at different time scales. Earth Surface Dynamics Discussions 2020, 2020, 1--15 more… BibTeX Full text ( DOI )
- Influence of Ranging Uncertainty of Terrestrial Laser Scanning on Change Detection in Topographic 3D Point Clouds. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences V-2-2020, 2020, 789--796 more… BibTeX Full text ( DOI )
- Herausforderungen in der Fehlerfortpflanzung von Laserscandaten für multitemporale Analysen zur verbesserten Quantifizierung des Level of Detection. 40. Wissenschaftlich-Technische Jahrestagung der DGPF, 2020 more… BibTeX
2019
- High-frequency 3D Geomorphic Observation using Hourly Terrestrial Laser Scanning Data of a Sandy Beach. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences IV-2/W5, 2019, 317--324 more… BibTeX Full text ( DOI )
- PermaSAR : Entwicklung einer Methode zur Detektion von Subsidenz in Permafrostgebieten mit D-InSAR : Schlussbericht. Heidelberg, 2019, more… BibTeX Full text ( DOI )
- Digital Elevation Model from raw CoSSC TanDEM-X data (2015) in the area of Trail Valley Creek, Northwest Territories, Canada. PANGAEA, 2019, more… BibTeX Full text ( DOI )
- Estimating tree height from TanDEM-X data at the northwestern Canadian treeline. Remote Sensing of Environment 231, 2019, 111251 more… BibTeX Full text ( DOI )
- A 16-year record (2002-2017) of permafrost, active-layer, and meteorological conditions at the Samoylov Island Arctic permafrost research site, Lena River delta, northern Siberia: an opportunity to validate remote-sensing data and land surface, snow, and permafrost models. Earth System Science Data 11 (1), 2019, 261--299 more… BibTeX Full text ( DOI )
- Kontinuierliches Schneedecken-Monitoring mittels Zeitserien von 3D-Punktwolken aus automatischem terrestrischem Laserscanning. In: UFS Wissenschaftliche Resultate 2017/2018. Umweltforschungsstation Schneefernerhaus GmbH, 2019, 66--69 more… BibTeX
- Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art. IEEE Geoscience and Remote Sensing Magazine 7 (1), 2019, 6--39 more… BibTeX Full text ( DOI )
- Multi-method investigation of star dunes in Morocoo (Erg Chebbi): topography, stratigraphy and implications for OSL-sampling. Geophysical Research Abstracts, 2019 more… BibTeX
- 3D Micro-Mapping: Crowdsourcing to Support Image and 3D Point Cloud Analysis. Proceedings of the 57th Photogrammetric Week, 2019 more… BibTeX
- Auto3Dscapes - Autonomous 3D Earth Observation of Dynamic Landscapes. In: Heidelberger Geographische Gesellschaft (HGG) Journal. , 2019, 54--56 more… BibTeX
- PermaSAR - Entwicklung einer Methode zur Detektion von Subsidence in Permafrostgebieten mit D-InSAR. In: Heidelberger Geographische Gesellschaft (HGG) Journal. , 2019, 57--60 more… BibTeX
- Feature Relevance Analysis for 3D Point Cloud Classification using Deep Learning. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences IV-2/W5, 2019, 373--380 more… BibTeX Full text ( DOI )
- Multi-temporal 3D point cloud-based quantification and analysis of geomorphological activity at an alpine rock glacier using airborne and terrestrial LiDAR. Permafrost and Periglacial Processes 30 (3), 2019, 222--238 more… BibTeX Full text ( DOI )
2018
- Multisensor ground-based measurements of the permafrost thaw subsidence in the Trail Valley Creek, NWT, Canada, 2015-2016. , PANGAEA, 2018Supplement to: Marx, Sabrina; Anders, Katharina; Antonova, Sofia; Beck, Inga; Boike, Julia; Marsh, Philip; Langer, Moritz; Höfle, Bernhard (accepted): Terrestrial laser scanning for quantifying small-scale vertical movements of the ground surface in Artic permafrost regions. Earth Surface Dynamics Discussion, 1-31, https://doi.org/10.5194/esurf-2017-49 more… BibTeX Full text ( DOI )
- Airborne Laser Scanning (ALS) Point Clouds of Trail Valley Creek, NWT, Canada (2016). , PANGAEA, 2018 more… BibTeX Full text ( DOI )
- Validation of fracture data recognition in rock masses by automated plane detection in 3D point clouds. International Journal of Rock Mechanics and Mining Sciences 109, 2018, 19--31 more… BibTeX Full text ( DOI )
2017
- Simulating Various Terrestrial and UAV LiDAR Scanning Configurations for Understory Forest Structure Modelling. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences IV-2/W4, 2017, 59--65 more… BibTeX Full text ( DOI )
- Terrestrial Laser Scanning for Quantifying Small-Scale Vertical Movements of the Ground Surface in Artic Permafrost Regions. Earth Surface Dynamics Discussions 2017, 2017, 1--31 more… BibTeX Full text ( DOI )
2016
- 3D Geological Outcrop Characterization: Automatic Detection of 3D Planes (Azimuth and Dip) Using LiDAR Point Clouds. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences III-5, 2016, 105--112 more… BibTeX Full text ( DOI )