A GIS simulation model for avalanche and debris flows
A GIS simulation model for avalanche and debris flows
DACH: Österreich - Deutschland - Schweiz
Disciplines
Geosciences (60%); Mathematics (20%); Environmental Engineering, Applied Geosciences (20%)
Keywords
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Avalanches and Debris Flows,
Numerical Simulation,
Two-Phase Flows,
Geographic Information System,
Modelling,
Hazard Mitigation
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.
- 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
- 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
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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