Publications | Thomas Goelles, PhD

Low Cost lidar monitoring for planning and operation of mitigation measures

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Thomas Goelles, Stefan Wallner, Markus Eckerstorfer

Low-Cost Lidar as an Easy-to-Use REST API: Permanently Installed Systems for Cryospheric Research and Beyond

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Thomas Goelles, Stefan Wallner, Birgit Schlager, Alexander Prokop, Christoph Gaisberger, Markus Schratter, Stefan Muckenhuber

Lidar-Based Snow Monitoring from Aerial Lifts: Gondola Deployment in the Austrian Alps

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Berin Dikic, Thomas Goelles, Christoph Gaisberger, Birgit Schlager, Stefan Muckenhuber, Pedro Batista, Markus Keuschnig, Markus Schratter

Integrated Avalanche Monitoring Based on Satellite Data for Austria

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RSnowAUT Consortium, Thomas Höll

An Affordable Permanent Monitoring Solution of Potential Avalanche Sites

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Stefan Wallner, Thomas Goelles, Birgit Schlager, Alexander Prokop, Christoph Gaisberger, Markus Schratter, Stefan Muckenhuber

Cable Car-Mounted Lidar System For Continuous Snow Depth Assessment

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Thomas Goelles, Berin Dikic, Christoph Gaisberger, Birgit Schlager, Stefan Muckenhuber, Stefan Wallner

Lidar-based snow monitoring: cable-car deployment in the Austrian Alps

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Berin Dikic, Thomas Goelles, Christoph Gaisberger, Birgit Schlager, Stefan Muckenhuber, Pedro Batista, Markus Keuschnig, Markus Schratter

RSnowAUT: Nutzung von Satellitendaten für die Lawinendetektion und -vorhersage in Österreich

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Thomas Gölles, Lisa Kapper, RSnowAUT Konsortium

Das Potenzial von Automobilsensoren für die lokale Detektion von Lawinen im Rahmen des FFG Projects RSnowAUT

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Thomas Gölles, RSnowAUT Konsortium

The potential of automotive perception sensors for local snow avalanche monitoring

Stefan Muckenhuber, Thomas Goelles, Birgit Schlager, Katharina L. Kapper, Andreas Prokop, Wolfgang Schöner

pointcloudset - A Python package to analyze large datasets of point clouds recorded over time

Thomas Golles, Birgit Schlager, Stefan Muckenhuber

pointcloudset - A Python package to analyze large datasets of point clouds recorded over time

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Thomas Goelles, Birgit Schlager, Stefan Muckenhuber

Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

Katharina L. Kapper, Thomas Goelles, Stefan Muckenhuber, Andreas Trügler, Jakob Abermann, Bernhard Schlager, Christoph Gaisberger, Jonatan Grahn, Eirik Malnes, Andreas Prokop, Wolfgang Schöner

Robust perception systems for automated, connected, and electrified vehicles: advances from EU project ArchitectECA2030

The perception supply chain (SC1) of the ArchitectECA2030 project investigates failure modes, fault detection, and residual risk in …

Jakob Reckenzaun, Selim Solmaz, Thomas Goelles, Marc Hilbert, Daniel Weimer, Peter Mayer, Adam Chromy, Uwe Hentschel, Niels Modler, Mate Toth, Marcus Hennecke

LiMOX – a Physical Lidar Model based on Nvidia Optix Ray Tracing Engine

Relindis Rott, Thomas Goelles, David Ritter, Birgit Schlager, Marcus Hennecke

Hyperspectral Data Analysis of Mittivakkat Glacier Using Specarray, a New Python Package

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Thomas Goelles, Christoph Gaisberger, Birgit Schlager, Stefan Muckenhuber, Jakob Abermann, Wolfgang Schöner

Automated snow avalanche monitoring for Austria: State of the art and roadmap for future work

Kathrin Lisa Kapper, Thomas Goelles, Stefan Muckenhuber, Andreas Trügler, Jakob Abermann, Birgit Schlager, Christoph Gaisberger, Markus Eckerstorfer, Jakob Grahn, Eirik Malnes, Alexander Prokop, Wolfgang Schöner

Novel machine-learning-based approach for automated snow avalanche detection from SAR images for the Austrian Alps.

K. L. Kapper, Stefan Muckenhuber, Thomas Goelles, Andreas Trügler, Muhamed Kuris, Jakob Abermann, Erik Malnes, Jakob Grahn, Birgit Schlager, W. Schöner

Local snow avalanche monitoring based on automotive lidar and radar sensors,” in International Symposium on Snow 2022.

Stefan Muckenhuber, Thomas Goelles, Birgit Schlager, K. L. Kapper, A. Prokop, W. Schöner

pointcloudset - Efficient analysis of large datasets of point clouds recorded over time

Thomas Goelles

MOLISENS: MObile LIdar SENsor System to exploit the potential of small industrial lidar devices for geoscientific applications

Thomas Goelles, Tobias Hammer, Stefan Muckenhuber, Birgit Schlager, Jakob Abermann, Christian Bauer, Víctor J. Expósito Jiménez, Wolfgang Schöner, Markus Schratter, Benjamin Schrei, Kim Senger

Contaminations on Lidar Sensor Covers: Performance Degradation Including Fault Detection and Modeling as Potential Applications

Birgit Schlager, Thomas Goelles, Stefan Muckenhuber, Daniel Watzenig

Automotive lidar, dgnss and inertia sensors for glaciological applications: first experience and future potential

Thomas Goelles, Birgit Schlager, Stefan Muckenhuber, Jakob Abermann, Christoph Gaisberger

Effects of Sensor Cover Damages on Point Clouds of Automotive Lidar

Birgit Schlager, Thomas Goelles, Daniel Watzenig

Automotive Lidar and Vibration: Resonance, Inertial Measurement Unit and Effects on the Point Cloud

Birgit Schlager, Thomas Goelles, Marco Behmer, Stefan Muckenhuber, Johann Payer, Daniel Watzenig

`pointcloudset`: Efficient Analysis of Large Datasets of Point Clouds Recorded Over Time

Thomas Goelles, Birgit Schlager, Stefan Muckenhuber, Sarah Haas, Tobias Hammer

Fault Detection, Isolation, Identification and Recovery (FDIIR) Methods for Automotive Perception Sensors Including a Detailed Literature Survey for Lidar

Thomas Goelles, Birgit Schlager, Stefan Muckenhuber

Albedo reduction of ice caused by dust and black carbon accumulation: a model applied to the K-transect, West Greenland

Thomas Goelles, Carl Egede Bøggild

Impurities of glacier ice: accumulation, transport and albedo

Thomas Goelles

Ice sheet mass loss caused by dust and black carbon accumulation

Thomas Goelles, Carl Egede Bøggild, Ralf Greve

Semi-Lagrangian transport of oxygen isotopes in polythermal ice sheets: implementation and first results

Abstract Modelling the evolution of the Earth system on long timescales requires the knowledge and understanding of driving mechanisms, …

Thomas Goelles, Klaus Grosfeld, Gerrit Lohmann

Aerosol - Ice Sheet Interaction through Albedo Changes

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Thomas Goelles, Carl Bøggild

Sensitivity of glaciers to dust and black carbon and the associated albedo changes

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Thomas Goelles, Carl Bøggild

Sensitivity of glaciers to dust and black carbon and the associated albedo changes

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Thomas Goelles, Carl Bøggild

Modeling Oxygen Isotope Distribution in the Greenland Ice Sheet

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Thomas Gölles, Klaus Grosfeld, Gerrit Lohmann