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AvaRange – Particle Tracking in Snow Avalanches

AvaRange – Particle Tracking in Snow Avalanches

Jan-Thomas Fischer (ORCID: 0000-0001-5179-6457)
  • Grant DOI 10.55776/I4274
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start April 1, 2020
  • End September 30, 2024
  • Funding amount € 315,063
  • Project website

DACH: Österreich - Deutschland - Schweiz

Disciplines

Electrical Engineering, Electronics, Information Engineering (60%); Geosciences (40%)

Keywords

    Natural Hazards, Avalanche dynamics, Distributed Embedded Systems, Inertial Navigation, Radio Ranging, Mechatronics

Abstract Final report

The project AvaRange Particle Tracking in Snow Avalanches aims at increasing the fundamental understanding of the dynamics of avalanches, which is currently mostly based on laboratory experiments and computer simulations. One example is that large particles commonly rise to the surface and are preferentially transported to the front of the avalanche, while smaller ones rather stay behind. Thus, particle and supposedly snow properties influence the flow mobility and therefore the expected run-out, which is a key parameter in avalanche hazard assessments. Technical advances in the field of wireless sensor networks and the Internet of things play an increasing role in our everyday life and also find application in studies of natural phenomena. Examples include ranging applications in self-localization of mobile robots or flying drones to dynamic wildlife monitoring. Inertial navigation systems are widely used in engineering as well as daily applications such as naval, aircraft, and, in particular, drone navigation, positioning in cell phone applications, motion analysis, and many others. The combination and enhancement of these raging and navigation technologies will allow us notable advances in examining the internal flow behavior of snow in a fundamentally new way. Our sensor systems, equipped with communication and sensing capabilities, are embedded in robust housings and will be placed in avalanche release areas. After an (artificial) avalanche release, the sensors move with the avalanche. Inertial navigation sensors record information on the local motion and wireless radio communication allows to track the distances between the sensors over time. Until now, no such solution exists covering all the mentioned aspects of avalanche tracking. Thus, in order to accurately track the complex avalanche flow, a new and innovative system based on the combination of existing sensors will be developed. This will allow to reconstruct the flow trajectories of the sensors in multiple ways and, thus, the internal flow behavior of the avalanche. The harsh experimental environments require for inexpensive, durable, yet highly accurate sensor combinations with robust radio transmission in snow. These sensors will also be of interest for all kinds of different gravitational mass flows beyond the scope of the project. Furthermore, the project results have a huge relevance and potentials in a socio-economic and public-safety context. Avalanches are an inevitable thread in alpine environments. The understanding of particle transport and the respective flow trajectories in avalanche flows is highly relevant for, e.g., ski burial location prediction or transport of debris material in avalanches and their impact location.

The DACH research project "AvaRange: particle tracking in snow avalanches" is investigating how avalanches flow, which factors determine their runout and how destructive they are. Although avalanches can now be predicted and simulated well, there are still many unanswered questions about the dynamics within movement inside the snow masses, for example. The project is being supported by several research institutions, including the Austrian Research Center for Forests, the Technical University of Berlin, the University of Innsbruck and the Carinthia University of Applied Sciences. The main aim is to develop new measurement techniques and computer simulations to track individual objects in an avalanche. Through these measurements, the team hopes to gain a better understanding of how objects are transported in avalanches. In the future, this could make it possible to predict trajectories and burial sites more accurately and improve existing simulation models. In the long term, these findings should help to increase safety in avalanche terrain or contribute to better planning of protective measures for roads and railroad lines in mountain regions, for example. Newly developed sensors, known as AvaNodes, record data directly in real avalanches. This data is then compared with computer simulations in order to check and further develop existing models. To find out which sensors work best in the harsh environment of a chaotic snow avalanche, different types are tested. These sensors use technologies also found in smartphones, including satellite navigation, motion sensors, temperature sensors and radio technology-based ranging. The sensors are installed in specially manufactured, cube- or sphere-shaped housings of different sizes and are placed specifically in avalanche trigger areas. As soon as an avalanche is triggered, they collect important information about the movement of the snow masses. The researchers are also investigating how the shape, size and density of the sensors affect their movement. As snow characteristics such as the amount of fresh snow, density and temperature also play a role, as many different avalanche events as possible are analyzed. Avalanche experiments on the Nordkette mountain range near Innsbruck are an important part of the project. The responsible avalanche commission of the local ski resort regularly carries out avalanche control work, which provide the research team with valuable data. The knowledge gained is incorporated into the open source simulation tool AvaFrame, which can also be used by scientists worldwide beyond the project to better model avalanche movements. In this way, the project not only contributes to avalanche research, but also to the development of practical engineering tools for greater safety in the Alpine region.

Research institution(s)
  • Bundesforschungs- und Ausbildungszentrum für Wald, Naturgefahren und Landschaft - 51%
  • FH Kärnten - 5%
  • Universität Innsbruck - 44%
Project participants
  • Robert Winkler, FH Kärnten , associated research partner
  • Johannes Gerstmayr, Universität Innsbruck , associated research partner
International project participants
  • Falko Dressler, Technische Universität Berlin - Germany
  • Peter Gauer, Norwegian Geotechnical Institute - Norway
  • Betty Sovilla, Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft WSL - Switzerland
  • Jim Mcelwaine, Durham University
  • Nico Gray, University of Manchester

Research Output

  • 126 Citations
  • 48 Publications
  • 1 Policies
  • 1 Methods & Materials
  • 2 Datasets & models
  • 1 Software
  • 5 Disseminations
  • 4 Scientific Awards
Publications
  • 2024
    Title LiFi for Industry 4.0: Main Features, Implementation and Initial Testing of IEEE Std 802.15.13
    DOI 10.1109/ojvt.2024.3481884
    Type Journal Article
    Author Bober K
    Journal IEEE Open Journal of Vehicular Technology
  • 2025
    Title ISeeSnow - initiating an avalanche simulation tool intercomparison
    DOI 10.5194/egusphere-egu24-17750
    Type Other
    Author Oesterle F
  • 2024
    Title Motion Reconstruction Methods for In-Situ Snow Avalanche Measurements
    Type PhD Thesis
    Author Rene Neurauter
  • 2024
    Title Supplementary material to "Particle and front tracking in experimental and computational avalanche dynamics"
    DOI 10.5194/nhess-2024-164-supplement
    Type Other
    Author Köhler A
  • 2024
    Title Particle and front tracking in experimental and computational avalanche dynamics
    DOI 10.5194/nhess-2024-164
    Type Preprint
    Author Köhler A
  • 2022
    Title A novel motion-reconstruction method for inertial sensors with constraints
    DOI 10.1007/s11044-022-09863-8
    Type Journal Article
    Author Neurauter R
    Journal Multibody System Dynamics
    Pages 181-209
    Link Publication
  • 2020
    Title Reconstruction of the 1941 GLOF process chain at Lake Palcacocha (Cordillera Blanca, Peru)
    DOI 10.5194/hess-24-93-2020
    Type Journal Article
    Author Mergili M
    Journal Hydrology and Earth System Sciences
    Pages 93-114
    Link Publication
  • 2020
    Title Bayesian Inference in Snow Avalanche Simulation with r.avaflow
    DOI 10.3390/geosciences10050191
    Type Journal Article
    Author Fischer J
    Journal Geosciences
    Pages 191
    Link Publication
  • 2022
    Title Nanosensor Location Estimation in the Human Circulatory System Using Machine Learning
    DOI 10.1109/tnano.2022.3217653
    Type Journal Article
    Author Gomez J
    Journal IEEE Transactions on Nanotechnology
  • 2022
    Title Low-Power and Low-Delay WLAN Using Wake-Up Receivers
    DOI 10.1109/tmc.2020.3030313
    Type Journal Article
    Author Blobel J
    Journal IEEE Transactions on Mobile Computing
  • 2022
    Title Simplicity vs. complexity – a long-standing challenge in the simulation of landslide runout
    DOI 10.5194/icg2022-474
    Type Other
    Author Fischer J
  • 2022
    Title Investigating the potential of GNSS-modules for inflow avalanche measurements
    DOI 10.5194/egusphere-egu22-6416
    Type Other
    Author Neuhauser M
  • 2022
    Title Modelling forest effects on snow avalanche runout with the Flow-Py simulation tool 
    DOI 10.5194/egusphere-egu22-10346
    Type Other
    Author D'Amboise C
  • 2022
    Title An in-flow sensor system for data acquisition in snow avalanches
    DOI 10.5194/egusphere-egu22-11328
    Type Other
    Author Neuhauser M
  • 2022
    Title Are avalanche models correct? An uncertain view on convergence
    DOI 10.5194/egusphere-egu22-7745
    Type Other
    Author Tonnel M
  • 2022
    Title Simulation of slow geomorphic flows with r.avaflow
    DOI 10.5194/egusphere-egu22-3509
    Type Other
    Author Kellerer-Pirklbauer-Eulenstein A
  • 2022
    Title Gravitational Mass Flows - Snow and Avalanche Dynamics
    Type Postdoctoral Thesis
    Author Jan-Thomas Fischer
  • 2021
    Title Wideband OFDM-Based Communications in Bus Topology as a Key Enabler for Industry 4.0 Networks
    DOI 10.1109/access.2021.3104741
    Type Journal Article
    Author Gomez J
    Journal IEEE Access
  • 2021
    Title Time integration of rigid bodies modelled with three rotation parameters
    DOI 10.1007/s11044-021-09778-w
    Type Journal Article
    Author Gerstmayr J
    Journal Multibody System Dynamics
  • 2021
    Title Ground-based Radar Observations of Snow Cover Evolution and Flowing Avalanches
    DOI 10.1002/essoar.10508654.1
    Type Other
    Author Köhler A
  • 2021
    Title Distributed Broadcasting in Dynamic Networks
    DOI 10.1109/tnet.2021.3087818
    Type Journal Article
    Author Yu D
    Journal IEEE/ACM Transactions on Networking
  • 2021
    Title AvaFrame as a testing and benchmarking environment for avalanche simulations 
    DOI 10.5194/egusphere-egu21-6560
    Type Other
    Author Oesterle F
  • 2021
    Title mGEODAR – a new mobile radar for avalanche mass movement monitoring
    DOI 10.5194/egusphere-egu21-16361
    Type Other
    Author Köhler A
  • 2021
    Title Emulation techniques for rapid flow-like geohazards: a case study-based performance analysis
    DOI 10.5194/egusphere-egu21-2453
    Type Other
    Author Baselt I
  • 2021
    Title Evaluation of Inertial Measurement Units for Short Time Motion Tracking
    DOI 10.1115/detc2021-69604
    Type Conference Proceeding Abstract
    Author Neurauter R
  • 2024
    Title Particle tracking in snow avalanches with in situ calibrated inertial measurement units
    DOI 10.1017/aog.2024.5
    Type Journal Article
    Author Neuhauser M
    Journal Annals of Glaciology
  • 2023
    Title Supplementary material to "Avaframe com1DFA (version 1.3): a thickness integrated computational avalanche module - Theory, numerics and testing"
    DOI 10.5194/egusphere-2022-1291-supplement
    Type Other
    Author Tonnel M
  • 2023
    Title When Internet of Things Meets Metaverse: Convergence of Physical and Cyber Worlds
    DOI 10.1109/jiot.2022.3232845
    Type Journal Article
    Author Cui Y
    Journal IEEE Internet of Things Journal
  • 2023
    Title Particle tracking in snow avalanches with in situ calibrated inertial measurement units
    DOI 10.21203/rs.3.rs-3605377/v1
    Type Preprint
    Author Neuhauser M
  • 2023
    Title Exudyn - A C++ based Python package for flexible multibody systems
    DOI 10.21203/rs.3.rs-2693700/v1
    Type Preprint
    Author Gerstmayr J
  • 2023
    Title Evaluation and Implementation of Lie Group Integration Methods for Rigid Multibody Systems
    DOI 10.21203/rs.3.rs-2715112/v1
    Type Preprint
    Author Arnold M
  • 2023
    Title Hybrid-Fidelity: Utilizing IEEE 802.11 MIMO for Practical Aggregation of LiFi and WiFi
    DOI 10.1109/tmc.2022.3157452
    Type Journal Article
    Author Gawłowicz P
    Journal IEEE Transactions on Mobile Computing
  • 2023
    Title Age-of-Information-Based Performance of Ultrasonic Communication Channels for Nanosensor-to-Gateway Communication
    DOI 10.1109/tmbmc.2023.3273452
    Type Journal Article
    Author Angjo J
    Journal IEEE Transactions on Molecular, Biological and Multi-Scale Communications
  • 2023
    Title AvaFrame com1DFA (v1.3): a thickness-integrated computational avalanche module - theory, numerics, and testing
    DOI 10.5194/gmd-16-7013-2023
    Type Journal Article
    Author Tonnel M
    Journal Geoscientific Model Development
  • 2023
    Title Analysis of snow avalanche simulation results in a thalweg-following coordinate system
    DOI 10.5194/egusphere-egu23-5687
    Type Other
    Author Dick O
  • 2023
    Title Toward the simulation of WiFi Fine Time measurements in NS3 network simulator
    DOI 10.1016/j.comcom.2023.07.028
    Type Journal Article
    Author Laskos C
    Journal Computer Communications
  • 0
    DOI 10.5194/nhess-2019-344-rc2
    Type Other
  • 0
    DOI 10.5194/gmd-2021-277-rc1
    Type Other
  • 0
    DOI 10.5194/gmd-2021-277-rc2
    Type Other
  • 2023
    Title A model-based early warning system for runoff-generated debris-flow occurrence: Preliminary results
    DOI 10.1051/e3sconf/202341503005
    Type Journal Article
    Author Barbini M
    Journal E3S Web of Conferences
  • 2023
    Title A Measurement System for Distributed UWB-based Ranging and Localization in Snow Avalanches
    DOI 10.1145/3570361.3615730
    Type Conference Proceeding Abstract
    Author Kuß J
    Pages 1-3
  • 2023
    Title Particle trajectories, velocities, accelerations and rotation rates in snow avalanches
    DOI 10.1017/aog.2023.69
    Type Journal Article
    Author Köhler A
    Journal Annals of Glaciology
  • 2022
    Title Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning
    DOI 10.1109/comst.2022.3179242
    Type Journal Article
    Author Kosek-Szott K
    Journal IEEE Communications Surveys & Tutorials
  • 2020
    Title Spatial and temporal variability of snow avalanche impact pressure and its importance for structural design
    DOI 10.5194/egusphere-egu2020-8133
    Type Other
    Author Kyburz M
  • 2020
    Title mGEODAR-A Mobile Radar System for Detection and Monitoring of Gravitational Mass-Movements.
    DOI 10.3390/s20216373
    Type Journal Article
    Author Köhler A
    Journal Sensors (Basel, Switzerland)
  • 2020
    Title Guest Editorial: Special Issue on High-Confidence City IoT for Collaborative Smart City Services
    DOI 10.1109/jiot.2020.3021495
    Type Journal Article
    Author Cheng X
    Journal IEEE Internet of Things Journal
  • 2020
    Title Snow avalanche activity above Innsbruck, Austria: a dendrogeomorphological approach
    DOI 10.5194/egusphere-egu2020-10058
    Type Other
    Author Guerrero-Hue N
  • 2020
    Title Flow-Py: Identifying protection forests and their effects on gravitational natural hazard processes on a regional scale
    DOI 10.5194/egusphere-egu2020-21938
    Type Other
    Author D'Amboise C
Policies
  • 2022
    Title NaturalHazard Mititgation
    Type Participation in a guidance/advisory committee
Methods & Materials
  • 2021
    Title Avalanche Laboratory
    Type Improvements to research infrastructure
    Public Access
Datasets & models
  • 2021 Link
    Title AvaFrame - Com1DFA
    DOI 10.5281/zenodo.14352982
    Type Computer model/algorithm
    Public Access
    Link Link
  • 2021 Link
    Title AvaFrame - FlowPy
    DOI 10.5281/zenodo.5102717
    Type Computer model/algorithm
    Public Access
    Link Link
Software
  • 2024 Link
    Title avaframe/AvaFrame: 1.10_rc1
    DOI 10.5281/zenodo.4721446
    Link Link
Disseminations
  • 2020 Link
    Title Project Workshops - Online-Innsbruck-Berlin
    Type Participation in an activity, workshop or similar
    Link Link
  • 2022
    Title PrintMediaContributions
    Type A magazine, newsletter or online publication
  • 2023 Link
    Title ServusTV
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
  • 2023 Link
    Title SciLogFWF
    Type A magazine, newsletter or online publication
    Link Link
  • 2023 Link
    Title PMWissen
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
Scientific Awards
  • 2024
    Title NUMDIFF 17, Halle
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2023
    Title ECCOMAS Multibody Dynamics 2023, Lisbon
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2023
    Title ISSW 2023
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title The XIV Finnish Mechanics Days, Lappeenranta
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International

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