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A GIS simulation model for avalanche and debris flows

A GIS simulation model for avalanche and debris flows

Martin Mergili (ORCID: 0000-0001-5085-4846)
  • Grant DOI 10.55776/I1600
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start July 1, 2014
  • End December 31, 2017
  • Funding amount € 357,234

DACH: Österreich - Deutschland - Schweiz

Disciplines

Geosciences (60%); Mathematics (20%); Environmental Engineering, Applied Geosciences (20%)

Keywords

    Avalanches and Debris Flows, Numerical Simulation, Two-Phase Flows, Geographic Information System, Modelling, Hazard Mitigation

Abstract Final report

Catastrophic granular and debris flows occur in many mountain areas all over the world. Snow avalanches, rock or rock-ice avalanches, debris flows, lahars and pyroclastic flows are only some examples. An adequate management of the risk related to these phenomena requires a detailed and reliable analysis of the mechanisms involved in such processes. Even though much work has been done on this subject, and a number of physically-based models with a varying degree of complexity do exist, some problems still remain unsolved: (1) Flow over arbitrary topography, the role of viscous pore fluid or two-phase nature of flow, and particle and/or fluid entrainment have not yet been accounted for in an appropriate way. (2) Until now, no successful attempts have been made to build easy-to-handle Open Source applications of these complex models, which would be essential to make them available to a broader group of users in universities and public services. This proposal offers an effective, innovative and unified solution to these two problems. It is therefore concerned with rapid geophysical mass flows, including avalanches and real two-phase debris flows, from a known initiation zone through the flow path along natural mountain topography into the deposition zone. For a given amount of mass and its distribution in the initiation zone, we are interested in the motion and geometric deformation along the track down the arbitrary topography, including the processes of erosion and deposition of mass along the track and the ultimate distribution of the deposited mass. This will also include the effect of dynamically evolving pore fluid pressure and/or evolution of the solid and the fluid components. An equally important focus shall be put onto the development of a user-friendly and freely accessible application of the developed model. This application will build upon the GIS software GRASS, which is available as an Open Source product under the GNU General Public License. The new software will be evaluated using physical model tests and well-documented mass flow events. These tests will cover a broad range of processes and process chains including debris flows, debris avalanches and avalanches of snow or rocks.

The avaflow project has focused on the development of a novel simulation tool (r.avaflow) for the motion of debris flows, snow avalanches, rock avalanches, and process chains consisting of more than one component. r.avaflow is freely available, its code is publicly accessible (open source), and is available as a command line interface or graphical user interface (GUI). The major innovation, however, builds on the use of a so-called two-phase flow model: this means that fluid and solid parts, such as water and debris, are explicitly modelled including their interactions and different material properties. This allows the simulation of the effects of a landslide impacting a reservoir, and the associated overtopping and, possibly, erosion of the dam. Whereas the development and optimization of the underlying mathematical-physical model and respective laboratory experiments were realized by the German project partners, the focus of the Austrian part of the project was, on the one hand, put onto the translation of the system of equation into a computational code, closely coupled to a Geographic Information System (GIS) to effectively handle the corresponding terrain data. A further focus realized within the Austrian part of the project consists in the compilation of data on well-documented debris flows, snow and rock avalanches, and process chains, in order to enable the analysis of the model performance, and of the sensitivity of the simulation results against changes of the key model parameters. The observed patterns of motion and deposition could be reconstructed in a satisfactory way with r.avaflow. However, the input parameters had to be adapted (optimized) for this purpose. This means that, for the prediction of future events, it is necessary to back-calculate a certain number of well-documented events of a certain type (e.g. debris flow) in order to develop robust parameter sets for forward calculations. Innovative, automatized approaches facilitating a systematic back-calculation of past events were developed within the avaflow project. This is important insofar as good predictions represent an essential basis for the definition of hazard zones as well as for the design of protection measures (retention walls or basins, evacuation strategies), and can therefore contribute to a safer living space in mountain regions. More detailed information with regard to r.avaflow as well as the model codes and test data can be obtained from http://www.avaflow.org.

Research institution(s)
  • Universität für Bodenkultur Wien - 41%
  • Universität Innsbruck - 16%
  • Universität Innsbruck - 16%
  • Bundesforschungs- und Ausbildungszentrum für Wald, Naturgefahren und Landschaft - 27%
Project participants
  • Karl Kleemayr, Bundesforschungs- und Ausbildungszentrum für Wald, Naturgefahren und Landschaft , associated research partner
  • Alexander Ostermann, Universität Innsbruck , associated research partner
  • Wolfgang Fellin, Universität Innsbruck , associated research partner
International project participants
  • Oldrich Hungr, University of British Columbia - Canada
  • Shiva Prasad Pudasaini, Technische Universität München - Germany
  • Helmut Kulisch, Universität der Bundeswehr München - Germany
  • Lorenzo Marchi, Sede di Padova - Italy
  • Giovanni Batista Crosta, Universita degli studi di Milano-Bicocca - Italy
  • Manuel Pastor, Universidad Politécnica de Madrid - Spain
  • Yih-Chin Tai, National Cheng Kung University - Taiwan
  • Scott Mccoy, College of William & Mary - USA

Research Output

  • 1033 Citations
  • 44 Publications
Publications
  • 2015
    Title r.avaflow: An advanced open source computational framework for the GIS-based simulation of two-phase mass flows and process chains
    Type Other
    Author Fischer Jan-Thomas
    Pages 3886
  • 2015
    Title An extension of the Savage-Hutter gravity driven granular flow model on arbitrary topography in 1D
    Type Other
    Author Fellin Wolfgang
    Pages 10228
  • 2017
    Title Dynamic interaction of two-phase debris flow with pyramidal defense structures: An optimal strategy to efficiently protecting the desired area
    Type Other
    Author Kafle Jeevan
    Pages 6775
  • 2017
    Title Energy dissipation by submarine obstacles during landslide impact on reservoir - potentially avoiding catastrophic dam collapse
    Type Other
    Author Kafle Jeevan
    Pages 6834
  • 2017
    Title Application and optimization of input parameter spaces in mass flow modelling: a case study with r.randomwalk and r.ranger
    Type Other
    Author Krenn Julia
    Pages 6088
  • 2015
    Title Multivariate parameter optimization for computational snow avalanche simulation
    DOI 10.3189/2015jog14j168
    Type Journal Article
    Author Fischer J
    Journal Journal of Glaciology
    Pages 875-888
    Link Publication
  • 2015
    Title Tracking of Laboratory Debris Flow Fronts with Image Analysis.
    Type Journal Article
    Author Pudasaini Sp Et Al
    Journal Geophysical Research Abstracts 17, EGU General Assembly, Vienna, April 12-17, 2015
  • 2020
    Title A mechanical erosion model for two-phase mass flows
    DOI 10.1016/j.ijmultiphaseflow.2020.103416
    Type Journal Article
    Author Pudasaini S
    Journal International Journal of Multiphase Flow
    Pages 103416
    Link Publication
  • 2020
    Title A mechanical model for phase separation in debris flow
    DOI 10.1016/j.ijmultiphaseflow.2020.103292
    Type Journal Article
    Author Pudasaini S
    Journal International Journal of Multiphase Flow
    Pages 103292
    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
  • 2019
    Title Reconstruction of the 1941 GLOF process chain at Lake Palcacocha (Cordillera Blanca, Perú)
    DOI 10.5194/hess-2019-357
    Type Preprint
    Author Mergili M
    Pages 1-37
    Link Publication
  • 2017
    Title A mechanical erosion model for two-phase phase mass flows: Tackling a long standing dilemma of mass mobility.
    Type Journal Article
    Author Fischer Jt
    Journal Geophysical Research Abstracts 19, EGU General Assembly, Vienna, Austria, 23-28 April 2017
  • 2017
    Title Bayesian inference in mass flow simulations - from back calculation to prediction
    Type Other
    Author Fischer Jan-Thomas
    Pages 15720
  • 2017
    Title Assessment of Glacier and Permafrost Hazards in Mountain Regions - Technical Guidance Document.
    Type Conference Proceeding Abstract
    Author Allen Sk
    Conference Standing Group on Glacier and Permafrost Hazards in Mountains (GAPHAZ) of the International Association of Cryospheric Sciences (IACS) and the International Permafrost Association (IPA), Zurich, Lima
  • 2017
    Title Mechanical coupling between two innovative theories on erosion, transportation and phase-separation: Solving some long-standing Problems in mass flows.
    Type Journal Article
    Author Mergili M Et Al
    Journal Geophysical Research Abstracts 19, EGU General Assembly, Vienna, Austria, 23-28 April 2017
  • 2017
    Title Process Chain Modelling with r.avaflow: Lessons Learned for Multi-hazard Analysis
    DOI 10.1007/978-3-319-53498-5_65
    Type Book Chapter
    Author Mergili M
    Publisher Springer Nature
    Pages 565-572
  • 2017
    Title r.avaflow v1, an advanced open-source computational framework for the propagation and interaction of two-phase mass flows
    DOI 10.5194/gmd-10-553-2017
    Type Journal Article
    Author Mergili M
    Journal Geoscientific Model Development
    Pages 553-569
    Link Publication
  • 2017
    Title A large landslide in volcanic rock: failure processes, geometry and propagation
    Type Other
    Author Putu Krishna Wijaya I.
    Pages 5141
  • 2020
    Title Reconstruction of the 1941 GLOF process chain at Lake Palcacocha (Cordillera Blanca, Peru)
    DOI 10.5167/uzh-181324
    Type Other
    Author Mergili
    Link Publication
  • 2018
    Title Computational experiments on the 1962 and 1970 landslide events at Huascarán (Peru) with r.avaflow: Lessons learned for predictive mass flow simulations
    DOI 10.1016/j.geomorph.2018.08.032
    Type Journal Article
    Author Mergili M
    Journal Geomorphology
    Pages 15-28
    Link Publication
  • 2018
    Title How well can we simulate complex hydro-geomorphic process chains? The 2012 multi-lake outburst flood in the Santa Cruz Valley (Cordillera Blanca, Per)
    DOI 10.5167/uzh-161655
    Type Other
    Author Emmer
    Link Publication
  • 2018
    Title Computer simulations of complex cascading landslide processes: what can we do and what can we learn?
    Type Journal Article
    Author Mergili M
    Journal Geophysical Research Abstracts 20, EGU General Assembly, Vienna, Austria, 8-13 April
  • 2018
    Title Reconstruction and back-calculation of the Banjarnegara landslide, Indonesia
    Type Other
    Author Mergili Martin
    Pages 19077
  • 2018
    Title How well can we simulate complex hydro-geomorphic process chains? The 2012 multi-lake outburst flood in the Santa Cruz Valley (Cordillera Blanca, Perú)
    DOI 10.1002/esp.4318
    Type Journal Article
    Author Mergili M
    Journal Earth Surface Processes and Landforms
    Pages 1373-1389
    Link Publication
  • 2018
    Title Revisiting the catastrophic 1941 outburst flood of Lake Palcacocha (Cordillera Blanca, Peru).
    Type Journal Article
    Author Mergili M
    Journal Geophysical Research Abstracts 20, EGU General Assembly, Vienna, Austria.
  • 0
    Title A mechanical erosion model for two-phase mass flows.
    Type Other
    Author Fischer Jt
  • 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 Back calculation of the 2017 Piz Cengalo–Bondo landslide cascade with r.avaflow: what we can do and what we can learn
    DOI 10.5194/nhess-20-505-2020
    Type Journal Article
    Author Mergili M
    Journal Natural Hazards and Earth System Sciences
    Pages 505-520
    Link Publication
  • 2016
    Title The mass movement routing tool r.randomwalk and its functionalities for parameter sensitivity analysis and optimization.
    Type Journal Article
    Author Krenn J
    Journal Geophysical Research Abstracts 18, EGU General Assembly, Vienna, Austria, 17-22 April 2016
  • 2016
    Title r.avaflow & r.randomwalk: two complementary and comprehensive open source GIS simulation tools for the propagation of rapid geophysical mass flows.
    Type Conference Proceeding Abstract
    Author Mergili M
    Conference Proceedings of the Open Source Geospatial Research & Education Symposium (OGRS) 2016, Perugia, Italy, 12 - 14 October 2016, PeerJ Preprints
  • 2016
    Title r.avaflow, the GIS simulation model for avalanche and debris flows: new developments and challenges.
    Type Journal Article
    Author Mergili M
    Journal Geophysical Research Abstracts 18, EGU General Assembly, Vienna, Austria, 17-22 April 2016
  • 2016
    Title r.avaflow v1, an advanced open source computational framework for the propagation and interaction of two-phase mass flows
    DOI 10.5194/gmd-2016-218
    Type Preprint
    Author Mergili M
    Pages 1-30
    Link Publication
  • 2016
    Title Snow avalanche friction relation based on extended kinetic theory
    DOI 10.5194/nhess-16-2325-2016
    Type Journal Article
    Author Rauter M
    Journal Natural Hazards and Earth System Sciences
    Pages 2325-2345
    Link Publication
  • 2015
    Title r.randomwalk v1, a multi-functional conceptual tool for mass movement routing
    DOI 10.5194/gmd-8-4027-2015
    Type Journal Article
    Author Mergili M
    Journal Geoscientific Model Development
    Pages 4027-4043
    Link Publication
  • 2015
    Title A novel mechanical model for phase-separation in debris flows
    Type Other
    Author Pudasaini Shiva P.
    Pages 2915
  • 2019
    Title Combining release and runout in statistical landslide susceptibility modeling
    DOI 10.1007/s10346-019-01222-7
    Type Journal Article
    Author Mergili M
    Journal Landslides
    Pages 2151-2165
    Link Publication
  • 2019
    Title Back-calculation of the 2017 Piz Cengalo-Bondo landslide cascade with r.avaflow
    DOI 10.5194/nhess-2019-204
    Type Preprint
    Author Mergili M
    Pages 1-30
    Link Publication
  • 2016
    Title A mechanical erosion model for two-phase mass flows
    DOI 10.48550/arxiv.1610.01806
    Type Preprint
    Author Pudasaini S
  • 2016
    Title A mechanical model for phase-separation in debris flow
    DOI 10.48550/arxiv.1610.03649
    Type Preprint
    Author Pudasaini S
  • 2016
    Title A new two-phase erosion-deposition model for mass flows
    Type Other
    Author Fischer Jan-Thomas
  • 2016
    Title Insights from analyzing and modelling cascading multi-lake outburst flood events in the Santa Cruz Valley (Cordillera Blanca, Per).
    Type Journal Article
    Author Emmer A
    Journal Geophysical Research Abstracts 18, EGU General Assembly, Vienna, Austria, 17-22 April 201´6
  • 2016
    Title Density Estimations in Laboratory Debris Flow Experiments
    Type Other
    Author Kulisch Helmut
  • 2016
    Title Optimizing the parameterization of mass flow models; In: Landslides and Engineered Slopes. Experience, Theory and Practice - Proceedings of the 12th International Symposium on Landslides (Napoli, Italy, 12-19 June 2016)
    DOI 10.1201/b21520-145
    Type Book Chapter
    Publisher CRC Press
  • 0
    Title A mechanical model for phase-separation in debris flow.
    Type Other
    Author Fischer Jt

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