- Titel
- VGC 2023 - Unveiling the dynamic Earth with digital methods
- Untertitel
- 5th Virtual Geoscience Conference
- Book of Abstracts
- Zitierfähige Url:
- https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa2-874806
- Konferenz
- 5th Virtual Geoscience Conference. Dresden, 21. - 22. September 2023
- Erstveröffentlichung
- 2023
- DOI
- https://doi.org/10.25368/2023.194
- Abstract (EN)
- Conference proceedings of the 5th Virtual Geoscience Conference, 21-22 September 2023, held in Dresden. The VGC is a multidisciplinary forum for researchers in geoscience, geomatics and related disciplines to share their latest developments and applications.
- Freie Schlagwörter (DE)
- Geowissenschaften, Geomatik, Photogrammetrie, Umweltüberwachung
- Freie Schlagwörter (EN)
- Geoscience, Geomatics, Photogrammetry, Environmental Monitoring
- Klassifikation (DDC)
- 550
- Klassifikation (RVK)
- RB 10081
- RedakteurIn
- Anette Eltner
- Xabier Blanch
- Oliver Grothum
- Hanne Hendrickx
- Moritz Kirsch
- Robert Krüger
- Sam Thiele
- Herausgeber (Institution)
- Helmholtz-Institut Freiberg für Ressourcentechnologie
- Technische Universität Dresden
- Version / Begutachtungsstatus
- publizierte Version / Verlagsversion
- URN Qucosa
- urn:nbn:de:bsz:14-qucosa2-874806
- Veröffentlichungsdatum Qucosa
- 24.10.2023
- Dokumenttyp
- Konferenzband
- Sprache des Dokumentes
- Englisch
- Lizenz / Rechtehinweis
CC BY 4.0- Nutzungshinweis
- Inhalte mit unterschiedlichem Rechtestatus
- Inhaltsverzeichnis
Short Courses 9 Workshops Stream 1 10 Workshop Stream 2 11 Workshop Stream 3 12 Session 1 – Point Cloud Processing: Workflows, Geometry & Semantics 14 Session 2 – Visualisation, communication & Teaching 27 Session 3 – Applying Machine Learning in Geosciences 36 Session 4 – Digital Outcrop Characterisation & Analysis 49 Session 5 – Airborne & Remote Mapping 58 Session 6 – Recent Developments in Geomorphic Process and Hazard Monitoring 69 Session 7 – Applications in Hydrology & Ecology 82 Poster Contributions 92
- Hyperspectral imaging
- Hyperspectral correction and analysis using hylite and hyperclouds
- Automated processing and interactive visualization of dense point-cloud data using python
- Semantic segmentation and surface reconstruction from point cloud data
- Digital outcrop modelling with CloudCompare, Gempy and LiquidEarth
- 4D change analysis of near-continuous LiDAR time series for applications in geomorphic monitoring
- Extending geodetic geo-monitoring networks by supervised point cloud matching
- A new open source software to design models for automatic 3D point cloud classification in environmental studies
- Time Series Analysis of 3D/4D Point Clouds within the Open-Source Online Course E-TRAINEE
- Testing Theory for Identification of Aeolian Sand Transport Trends in 4D Data from Permanent Laser Scanning
- Assessing dune dynamics from Dutch airborne laser scanning products
- Optimizing colour-schemes for 3D point cloud visualization
- Virtual geoscience 3D modelling quality
- Integrating Drone Data, Photogrammetry, and Virtual Reality Geological Studio Software for Enhanced Outcrop Analysis and Visualization
- Using 360° video to create immersive virtual reality teaching materials
- Does time really matter? A comparison between virtual and physical field trips
- The effectiveness of Virtual Reality Field Trips (VFTs) in Field Geology education
- Using VR to make in-person fieldwork in the environmental sciences more inclusive
- Unlocking the Potential of Historical Aerial Imagery for the Antarctic Peninsula
- Advanced Glacier Monitoring with ICEpy4D
- Deep learning of topographic anomalies for the detection of regions of interest in 3D point clouds
- Workflow automation for SfM change-detection
- Machine Learning Approach on Dynamic Interactions between Air Pollutants and Forest Health using Open-access Remote Sensing Data
- Automatic boulder detection applied to the Stone Garden (Altai Mountains, Russia)
- Using outcrop digital models to guide subsurface studies for CO2 storage
- Digital outcrop mapping of the Puga geothermal field, Ladakh, India
- How high-resolution DOM & VR boost unravelling and modelling of complex fault zones?
- A new 1:50.000 scale map of the Nuussuaq basin: unveiling the dynamic earth with digital methods
- A manmade disaster - The vulnerability of managed forests in the disastrous southern summer wildfires 2023 in Chile
- Unlocking the Potential: Bridging the Gap Between Remote Sensing Science and User Uptake in Environmental Applications.
- Mapping Wildfire Scares – NDVI vs. NBR vs. AFRI
- Extending QGIS towards collaborative analysis and interpreta-tion of geospatial data
- Mobile mapping and GeoSLAM for the characterisation and modelling of karst morphologies at the conduit scale
- High-resolution aerial imagery for early detection of climate-induced natural hazards at a mountain range scale
- From measured radar LOS displacement to real displacement
- High Spatial Resolution method for 3D Landslide Monitoring by feature tracking and histogram analyses using point clouds
- Multi-method monitoring of a failing rock face, Swiss Alps
- Geological Monitoring processes with small laser scanners. Examples in Montserrat, Puigcercós, Croscat volcano (Catalonia, Spain) and analogic models
- Complexity and precision of topographic change detection in active volcanic craters using close-range airborne imagery and SfM-MVS photogrammetry
- Enriching Geohazard Education through Virtual Field Trips us-ing VR and 3D Outcrop Models
- Revolutionising Natural Flood Management with SCALGO Live, SCIMAP, and Drones
- Monitoring streamflow with drones
- UAV- and handheld-hyperspectral imaging for Sphagnum discrimination and vegetation modelling
- Mapping Pb/Zn-stressed plant communities: challenges of centimetre- to millimetre-scale UAV sensing for training deep-learning schemes
- An index representing geomorphological disturbance for Alpine plants based on airborne laser scan data
- Virtual field trips for teaching rock mechanics and tunnelling using CoSpaces – summary of 4 years of experiences
- Advancing Geology Education through Immersive Virtual Real-ity Training Modules
- Integrating Rapid Geomodeling with Mixed-Reality for Enhanced Geoscientific Applications
- Towards an automated workflow for assessing effects of forest disturbance on land surface temperature in low mountain ranges of Central Germany using GEE and the Landsat archive
- UAV LiDAR-based tree detection and structural parameter estimation with a focus on the treeline ecotone
- SfM method for underground corridors modelling – Kletno mine example
- Workflow of unmanned aerial vehicle (UAV) application to railways geotechnical asset management
- Sensing Mountains – Learning about the Observation of Environmental Processes in a Changing World
- Comparing the in situ and SfM methods for brittle tectonics analysis – a case study of the Strzegom-Sobótka granite massif
- Structural analysis in the quarries and outcrops of the Moravo-Silesian fold and thrust belt
- Semi-automatic discontinuity detection using density in point cloud data
- Integration of remote sensing techniques for slopes monitoring
- Cliff overhang mapping on 3D point clouds with Cloud Com-pare
- Updating of Rockfall inventory in the Montserrat massif (Spain)
- Quantifying slope movements: Tree trunk tracking using long-range stationary 4D laser scanning point clouds
- Using Machine Learning to filter point clouds from artificial rainfall simulations
- Processing large amounts of time-lapse imagery for geomorphic research
- Automated Ground Control Point Identification using Deep Learning Techniques
- Surface elevation monitoring in northern Tunisia using multi-temporal photogrammetric imagery
- Assesment of Soil Degradation: Water Erosion under Systematic UAV Supervision
- Improving Soil Infiltration Assessment with Deep Learning for Water Segmentation Applied to Time-Lapse Imagery
- Investigating the interrelations between of rainfall characteristics and gully erosion processes
- Generating ensembles of karst conduit surfaces of varying roughness and complexity with Gaussian random fields
- Improving the resolution of mineralogical maps through the use of ANN with hyperspectral datasets of different resolution
- Integrating surface spectral and subsurface geophysical data for comprehensive resource characterisation of mining residues
- Digitalising Svalbard with Svalbox: towards a baseline survey of one of the world’s fastest warming places
- Creative and Funny Use of Unmanned Aerial Systems and Mobile Devices in Hydraulic: A Project-Based Learning Approach
- Water level estimation comparison: UAV vs satellite altimetric data
- Multi-drone experimental campaign for shallow river bathymetry
- Exploring the potential of UAV for plant biodiversity monitoring in farmland
- Demonstrating the OPTRAM soil moisture model over pasture areas in drylands