Skip to main content
Erschienen in: The Journal of Supercomputing 2/2013

01.08.2013

SCIDDICA-SS3: a new version of cellular automata model for simulating fast moving landslides

verfasst von: Maria Vittoria Avolio, Salvatore Di Gregorio, Valeria Lupiano, Paolo Mazzanti

Erschienen in: The Journal of Supercomputing | Ausgabe 2/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Cellular Automata (CA) are discrete and parallel computational models useful for simulating dynamic systems that evolve on the basis on local interactions. Some natural events, such as some types of landslides, fall into this type of phenomena and lend themselves well to be simulated with this approach. This paper describes the latest version of the SCIDDICA CA family models, specifically developed to simulate debris-flows type landslides. The latest model of the family, named SCIDDICA-SS3, inherits all the features of its predecessor, SCIDDICA-SS2, with the addition of a particular strategy to manage momentum. The introduction of the latter permits a better approximation of inertial effects that characterize some rapid debris flows. First simulations attempts of real landslides with SCIDDICA-SS3 have produced quite satisfactory results, comparable with the previous model.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Stein DL (1989) Lectures in the sciences of complexity. Addison–Wesley, Redwood City MATH Stein DL (1989) Lectures in the sciences of complexity. Addison–Wesley, Redwood City MATH
2.
Zurück zum Zitat von Neumann J (1966) Theory of self reproducing automata. University of Illinois Press, Urbana von Neumann J (1966) Theory of self reproducing automata. University of Illinois Press, Urbana
3.
Zurück zum Zitat Kohonen T (1984) Self-organization and associative memory. Springer, Heidelberg MATH Kohonen T (1984) Self-organization and associative memory. Springer, Heidelberg MATH
4.
Zurück zum Zitat Holland JH (1975) Adaptation in natural and artificial systems. Univ of Michigan Press, Ann Arbor Holland JH (1975) Adaptation in natural and artificial systems. Univ of Michigan Press, Ann Arbor
5.
Zurück zum Zitat Di Gregorio S, Serra R (1999) An empirical method for modelling and simulating some complex macroscopic phenomena by cellular automata. Future generation computer systems, vol 16, pp 259–271 Di Gregorio S, Serra R (1999) An empirical method for modelling and simulating some complex macroscopic phenomena by cellular automata. Future generation computer systems, vol 16, pp 259–271
6.
Zurück zum Zitat McNamara GR, Zanetti G (1988) Use of the Boltzmann equation to simulate lattice-gas automata. Phys Rev Lett 61:2332–2335 CrossRef McNamara GR, Zanetti G (1988) Use of the Boltzmann equation to simulate lattice-gas automata. Phys Rev Lett 61:2332–2335 CrossRef
7.
Zurück zum Zitat Succi S, Benzi R, Higuera F (1991) The lattice Boltzmann equation: a new tool for computational fluid dynamics. Physica 47(D):219–230 Succi S, Benzi R, Higuera F (1991) The lattice Boltzmann equation: a new tool for computational fluid dynamics. Physica 47(D):219–230
8.
Zurück zum Zitat Toffoli T (1984) Cellular automata as an alternative to (rather than an approximation of) differential equations in modeling physics. Physica 10(D):117–127 MathSciNet Toffoli T (1984) Cellular automata as an alternative to (rather than an approximation of) differential equations in modeling physics. Physica 10(D):117–127 MathSciNet
9.
Zurück zum Zitat Segre E, Deangeli C (1995) Cellular automaton for realistic modeling of landslides. Nonlinear Process Geophys 2(1):1–15 CrossRef Segre E, Deangeli C (1995) Cellular automaton for realistic modeling of landslides. Nonlinear Process Geophys 2(1):1–15 CrossRef
10.
Zurück zum Zitat Clerici A, Perego S (2000) Simulation of the parma river blockage by the Corniglio landslide (Northern Italy). Geomorphology 33:1–23 CrossRef Clerici A, Perego S (2000) Simulation of the parma river blockage by the Corniglio landslide (Northern Italy). Geomorphology 33:1–23 CrossRef
11.
Zurück zum Zitat Salles T, Lopez S, Cacas MC, Mulder T (2007) Cellular automata model of density currents. Geomorphology 88:1–20 CrossRef Salles T, Lopez S, Cacas MC, Mulder T (2007) Cellular automata model of density currents. Geomorphology 88:1–20 CrossRef
12.
Zurück zum Zitat Di Gregorio S, Nicoletta F, Rongo R, Sorriso-Valvo M, Spezzano G, Talia D (1995) Landslide simulation by cellular automata in a parallel environment. In: Mango Furnari M (ed) Proceedings of the 2nd international workshop “Massive parallelism: hardware, software and applications”. World Scientific, Singapore, pp 392–407 Di Gregorio S, Nicoletta F, Rongo R, Sorriso-Valvo M, Spezzano G, Talia D (1995) Landslide simulation by cellular automata in a parallel environment. In: Mango Furnari M (ed) Proceedings of the 2nd international workshop “Massive parallelism: hardware, software and applications”. World Scientific, Singapore, pp 392–407
13.
Zurück zum Zitat Di Gregorio S, Rongo R, Siciliano C, Sorriso-Valvo M, Spataro W (1999) Mt Ontake landslide simulation by the cellular automata model SCIDDICA-3. Phys Chem Earth 24(2):97–100 CrossRef Di Gregorio S, Rongo R, Siciliano C, Sorriso-Valvo M, Spataro W (1999) Mt Ontake landslide simulation by the cellular automata model SCIDDICA-3. Phys Chem Earth 24(2):97–100 CrossRef
14.
Zurück zum Zitat Avolio MV, Di Gregorio S, Mantovani F, Pasuto A, Rongo R, Silvano S, Spataro W (2000) Simulation of the 1992 Tessina landslide by a cellular automata model and future hazard scenarios. J Appl Earth Obs Geoinf 2(1):41–50 CrossRef Avolio MV, Di Gregorio S, Mantovani F, Pasuto A, Rongo R, Silvano S, Spataro W (2000) Simulation of the 1992 Tessina landslide by a cellular automata model and future hazard scenarios. J Appl Earth Obs Geoinf 2(1):41–50 CrossRef
15.
Zurück zum Zitat Crisci GM, Rongo R, Di Gregorio S, Spataro W (2004) The simulation model SCIARA: the 1991 and 2001 lava flows at Mount Etna. J Volcanol Geotherm Res 132:253–267 CrossRef Crisci GM, Rongo R, Di Gregorio S, Spataro W (2004) The simulation model SCIARA: the 1991 and 2001 lava flows at Mount Etna. J Volcanol Geotherm Res 132:253–267 CrossRef
16.
Zurück zum Zitat Avolio MV, Crisci GM, Di Gregorio S, Rongo R, Spataro W, D’Ambrosio D (2006) Pyroclastic flows modelling using cellular automata. Comput Geosci 32:897–911 CrossRef Avolio MV, Crisci GM, Di Gregorio S, Rongo R, Spataro W, D’Ambrosio D (2006) Pyroclastic flows modelling using cellular automata. Comput Geosci 32:897–911 CrossRef
17.
Zurück zum Zitat Avolio MV, Errera A, Lupiano V, Mazzanti P, Di Gregorio S (2012, to appear) A cellular automata model for snow avalanches. J Cellular Autom Avolio MV, Errera A, Lupiano V, Mazzanti P, Di Gregorio S (2012, to appear) A cellular automata model for snow avalanches. J Cellular Autom
18.
Zurück zum Zitat Avolio MV, Lupiano V, Mazzanti P, Di Gregorio S (2008) Modelling combined subaerial-subaqueous flow-like landslides by cellular automata. In: Umeo H, Chopard B, Bandini S (eds) ACRI 2008. LNCS, vol 5191, pp 329–336 Avolio MV, Lupiano V, Mazzanti P, Di Gregorio S (2008) Modelling combined subaerial-subaqueous flow-like landslides by cellular automata. In: Umeo H, Chopard B, Bandini S (eds) ACRI 2008. LNCS, vol 5191, pp 329–336
19.
Zurück zum Zitat Avolio MV, Di Gregorio S, Lupiano V, Mazzanti P, Spataro W (2010) Application context of the SCIDDICA model family for simulations of flow-like landslides. In: Proceedings of the 2010 international conference on scientific computing, Las Vegas (USA), pp 40–46. CSREA Press Avolio MV, Di Gregorio S, Lupiano V, Mazzanti P, Spataro W (2010) Application context of the SCIDDICA model family for simulations of flow-like landslides. In: Proceedings of the 2010 international conference on scientific computing, Las Vegas (USA), pp 40–46. CSREA Press
20.
Zurück zum Zitat Cruden DM, Varnes DJ (1996) Landslide types and processes. In: Investigation and mitigation. Special report 247, transportation research board, national research council. National Academy Press, Washington, pp 36–75 Cruden DM, Varnes DJ (1996) Landslide types and processes. In: Investigation and mitigation. Special report 247, transportation research board, national research council. National Academy Press, Washington, pp 36–75
21.
Zurück zum Zitat Hungr OO (1995) A model for the runout analysis of rapid flow slides, debris flows, and avalanches. Can Geotech J 32:610–623 CrossRef Hungr OO (1995) A model for the runout analysis of rapid flow slides, debris flows, and avalanches. Can Geotech J 32:610–623 CrossRef
22.
Zurück zum Zitat Petitot J (1977) Centrato/a-centrato. Enciclopedia Einaudi, vol 2. Einaudi, Torino, pp 894–954. In Italian Petitot J (1977) Centrato/a-centrato. Enciclopedia Einaudi, vol 2. Einaudi, Torino, pp 894–954. In Italian
23.
Zurück zum Zitat Avolio MV, Di Gregorio S, Spataro W, Trunfio GA (2012) Theorem about the algorithm of minimization of differences for multicomponent cellular automata. In: Sirakoulis GC, Bandini S (eds) ACRI 2012. LNCS, vol 7495, pp 289–298 Avolio MV, Di Gregorio S, Spataro W, Trunfio GA (2012) Theorem about the algorithm of minimization of differences for multicomponent cellular automata. In: Sirakoulis GC, Bandini S (eds) ACRI 2012. LNCS, vol 7495, pp 289–298
24.
Zurück zum Zitat D’Ambrosio D, Di Gregorio S, Gabriele S, Gaudio R (2001) A cellular automata model for soil erosion by water. Phys Chem Earth, Part B, Hydrol Oceans Atmos 26(1):33–39 CrossRef D’Ambrosio D, Di Gregorio S, Gabriele S, Gaudio R (2001) A cellular automata model for soil erosion by water. Phys Chem Earth, Part B, Hydrol Oceans Atmos 26(1):33–39 CrossRef
25.
Zurück zum Zitat D’Ambrosio D, Iovine G, Spataro W, Miyamoto H (2007) A macroscopic collisional model for debris-flows simulation. Environ Model Softw 22(10):1417–1436 CrossRef D’Ambrosio D, Iovine G, Spataro W, Miyamoto H (2007) A macroscopic collisional model for debris-flows simulation. Environ Model Softw 22(10):1417–1436 CrossRef
26.
Zurück zum Zitat Mazzanti P, Bozzano F, Avolio MV, Lupiano V, Di Gregorio S (2009) 3D numerical modelling of submerged and coastal landslides propagation. In: Submarine mass movements and their consequences IV. Advances in natural and technological hazards research, vol 28, pp 127–139. The Netherlands Mazzanti P, Bozzano F, Avolio MV, Lupiano V, Di Gregorio S (2009) 3D numerical modelling of submerged and coastal landslides propagation. In: Submarine mass movements and their consequences IV. Advances in natural and technological hazards research, vol 28, pp 127–139. The Netherlands
27.
Zurück zum Zitat McDougall S, Hungr O (2004) A model for the analysis of rapid landslide motion across three-dimensional terrain. Can Geotech J 41:1084–1097 CrossRef McDougall S, Hungr O (2004) A model for the analysis of rapid landslide motion across three-dimensional terrain. Can Geotech J 41:1084–1097 CrossRef
28.
Zurück zum Zitat Avolio MV (2004) Esplicitazione della velocità per la modellizzazione e simulazione di flussi di superficie macroscopici con automi cellulari ed applicazioni alle colate di lava di tipo etneo. PhD Thesis (in Italian). Dept. of Mathematics, University of Calabria Avolio MV (2004) Esplicitazione della velocità per la modellizzazione e simulazione di flussi di superficie macroscopici con automi cellulari ed applicazioni alle colate di lava di tipo etneo. PhD Thesis (in Italian). Dept. of Mathematics, University of Calabria
29.
Zurück zum Zitat Avolio MV, Crisci GM, Di Gregorio S, Rongo R, Spataro W, Trunfio GA (2006) SCIARA γ2: an improved cellular automata model for lava flows and applications to the 2002 etnean crisis. Comput Geosci 32:897–911 CrossRef Avolio MV, Crisci GM, Di Gregorio S, Rongo R, Spataro W, Trunfio GA (2006) SCIARA γ2: an improved cellular automata model for lava flows and applications to the 2002 etnean crisis. Comput Geosci 32:897–911 CrossRef
30.
Zurück zum Zitat Marchi E, Rubatta A (1950) Meccanica dei fluidi. Principi e applicazioni. UTET, Torino, 1981(120) H Rouse. Engineering hydraulics, Wiley, Chichester Marchi E, Rubatta A (1950) Meccanica dei fluidi. Principi e applicazioni. UTET, Torino, 1981(120) H Rouse. Engineering hydraulics, Wiley, Chichester
31.
Zurück zum Zitat Mazzanti P, Bozzano F, Esposito C (2007) Submerged landslides morphologies in the Albano Lake (Rome, Italy). In: Lykousis V, Sakellariou D, Locat J (eds) Proc of 3rd intern. symp. Submarine mass movements and their consequences. Advances in natural and technological hazards research, vol 27. Springer, Heidelberg, pp 243–250 CrossRef Mazzanti P, Bozzano F, Esposito C (2007) Submerged landslides morphologies in the Albano Lake (Rome, Italy). In: Lykousis V, Sakellariou D, Locat J (eds) Proc of 3rd intern. symp. Submarine mass movements and their consequences. Advances in natural and technological hazards research, vol 27. Springer, Heidelberg, pp 243–250 CrossRef
Metadaten
Titel
SCIDDICA-SS3: a new version of cellular automata model for simulating fast moving landslides
verfasst von
Maria Vittoria Avolio
Salvatore Di Gregorio
Valeria Lupiano
Paolo Mazzanti
Publikationsdatum
01.08.2013
Verlag
Springer US
Erschienen in
The Journal of Supercomputing / Ausgabe 2/2013
Print ISSN: 0920-8542
Elektronische ISSN: 1573-0484
DOI
https://doi.org/10.1007/s11227-013-0948-1

Weitere Artikel der Ausgabe 2/2013

The Journal of Supercomputing 2/2013 Zur Ausgabe