CELLULAR AUTOMATA SIMULATION OF LAVA FLOWS - Applications to Civil Defense and Land Use Planning with a Cellular Automata based Methodology
Rocco Rongo, Valeria Lupiano, Maria Vittoria Avolio, Donato D'Ambrosio, William Spataro, Giuseppe A. Trunfio
2011
Abstract
A large number of people live either on or in the surrounding areas of hundreds of worldwide active volcanoes. For this reason, the individuation of those areas that are more likely to be affected by new eruptive events is of fundamental importance for diminishing possible consequences in terms of loss of human lives and/or material properties. We here illustrate a methodology for defining flexible high-detailed lava invasion hazard maps which is based on a efficient Cellular Automata computational model for simulating lava flows on present topographic data and on High Performance Parallel Computing for increasing computational efficiency. We also show the application of the methodology to the entire area surrounding Mt Etna (Italy), Europe’s most active volcano, showing its suitability for land use planning and civil defence applications. Furthermore, specific applications to inhabited areas of the volcano are also shown, which demonstrate the methodology’s applicability in this field.
References
- Avolio, M., Crisci, G., S.DiGregorio, Rongo, R., Spataro, W., and D'Ambrosio, D. (2006). Pyroclastic flows modelling using cellular automata. Comp. Geosc., 32:897-911.
- Avolio, M., D'Ambrosio, D., DiGregorio, S., Lupiano, V., Rongo, R., and Spataro, W. (2010). Evaluating lava flow hazard at Mount Etna (Italy) by a cellular automata based methodology. LNCS, 6068:495-504.
- Avolio, M., DiGregorio, S., Rongo, R., Sorriso-Valvo, M., and Spataro, W. (1998). Hexagonal cellular automata model for debris flow simulation. In Proceedings of IAMG, pages 183-188. Litografia Editrice, Naples.
- Barberi, F., Brondi, F., Carapezza, M. L., Cavarra, L., and Murgia, C. (2003). Earthen barriers to control lava flows in the 2001 eruption of Mt. Etna. J. Volcanol. Geotherm. Res., 123:231-243.
- Barberi, F., Carapezza, M., Valenza, M., and Villari, L. (1993). The control of lava flow during the 1991-1992 eruption of Mt. Etna. J. Volcanol. Geotherm. Res., 56:1-34.
- Behncke, B. and Neri, M. (2003). Cycles and trends in the recent eruptive behaviour of Mount Etna (Italy). Can. J. Earth Sci., 40:1405-1411.
- Behncke, B., Neri, M., and Nagay, A. (2005). New data from a GIS-based study, kinematics and dynamics of lava flows. Geol. Soc. Am. Spec. Pap., 396:189-208.
- Cappello, A., Vicari, A., and DelNegro, C. (2011). A retrospective validation of lava flow hazard map at Etna volcano. Spec. Issue of Annals of Geophy., To Appear.
- Chorpard, B. and Droz, M. (1998). Cellular Automata Modeling of Physical Systems. Cambridge University Press, UK.
- Crisci, G., Avolio, M., Behncke, B., D'Ambrosio, D., DiGregorio, S., Lupiano, V., Neri, M., Rongo, R., and Spataro, W. (2010). Predicting the impact of lava flows at Mount Etna. J. Geophy. Res., 115(B0420):1- 14.
- Crisci, G., DiGregorio, S., Nicoletta, F., Rongo, R., and Spataro, W. (1999). Analysing lava risk for the etnean area: Simulation by cellular automata methods. Natural Hazards, 20:215-229.
- Crisci, G., DiGregorio, S., and Ranieri, G. (1982). A cellular space model of basaltic lava flow. In Proceedings International AMSE Conference Modelling & Simulation.
- Crisci, G., Rongo, R., DiGregorio, S., and Spataro, W. (2004). The simulation model SCIARA: The 1991 and 2001 lava flows at Mount Etna. J. Volc. Geoth. Res., 132:253-267.
- D'Ambrosio, D., DiGregorio, S., and Iovine, G. (2003). Simulating debris flows through a hexagonal cellular automata model: Sciddica S3-hex. Nat. Haz. Ear. Sys. Scien., 3:545-559.
- D'Ambrosio, D., Rongo, R., Spataro, W., Avolio, M., and Lupiano, V. (2006). Lava invasion susceptibility hazard mapping through cellular automata. LNCS, 4173:452-461.
- D'Ambrosio, D. and Spataro, W. (2007). Parallel evolutionary modelling of geological processes. Paral. Comp., 33(3):186-212.
- DelNegro, C., Fortuna, L., Herault, A., and Vicari, A. (2008). Simulations of the 2004 lava flow at Etna volcano using the magflow cellular automata model. Bull. Volcanol., 70:805-812.
- Dibben, C. (2008). Leaving the city for the suburbs - the dominance of 'ordinary' decision making over volcanic risk perception in the production of volcanic risk on Mt Etna, Sicily. J. Volcanol. Geotherm. Res., 172:288-299.
- DiGregorio, S. and Serra, R. (1999). An empirical method for modelling and simulating some complex macroscopic phenomena by cellular automata. Fut. Gen. Comp. Sys., 16:259-271.
- Dragoni, M., Bonafede, M., and Boschi, E. (1986). Downslope flow models of a Bingham liquid: Implications for lava flows. J. Volc. Geoth. Res., 30(3-4):305-325.
- Ho, C., Smith, E., Feuerbach, D., and Naumann, T. (1991). Eruptive calculation for the Yucca Mountain site, USA: Statistical estimation of recurrence rates. Bull. Volcanol., 54:50-56.
- Ishihara, K., Iguchi, M., and Kamo, K. (1990). Numerical simulation of lava flows on some volcanoes in Japan. In IAVCEI Proceedings in Volcanology, pages 174- 207. Springer, Berlin Heidelberg New York.
- Miyamoto, H. and Sasaki, S. (1997). Simulating lava flows by an improved cellular automata method. Comp. Geosci., 23:283-292.
- Neumann, J. V. (1966). Theory of self-reproducing automata. Univ. Illinois Press, Urbana.
- Park, S. and Iversen, J. (1984). Dynamics of lava flow: Thickness growth characteristics of steady 2- dimensional flow. Geophys. Res. Lett., 11:641-644.
- Rongo, R., Spataro, W., D'Ambrosio, D., Avolio, M., Trunfio, G., and DiGregorio, S. (2008). Lava flow hazard evaluation through cellular automata and genetic algorithms: An application to Mt Etna volcano. Fund. Inform., 8:247-268.
- Spataro, W., Avolio, M., Lupiano, V., Trunfio, G., Rocco, R., and D'Ambrosio, D. (2010). The latest release of the lava flows simulation model SCIARA: First application to Mt Etna (Italy) and solution of the anisotropic flow direction problem on an ideal surface. In Proccedings of the International Conference on Computational Science. ICCS 2010, volume 1, pages 17-26. Procedia Computer Science.
- Vicari, A., Herault, A., DelNegro, C., Coltelli, M., Marsella, M., and Proietti, C. (2007). Modelling of the 2001 lava flow at Etna volcano by a cellular automata approach. Environ. Model. Soft., 22:1465-1471.
Paper Citation
in Harvard Style
Rongo R., Lupiano V., Avolio M., D'Ambrosio D., Spataro W. and Trunfio G. (2011). CELLULAR AUTOMATA SIMULATION OF LAVA FLOWS - Applications to Civil Defense and Land Use Planning with a Cellular Automata based Methodology . In Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-8425-78-2, pages 37-44. DOI: 10.5220/0003575900370044
in Bibtex Style
@conference{simultech11,
author={Rocco Rongo and Valeria Lupiano and Maria Vittoria Avolio and Donato D'Ambrosio and William Spataro and Giuseppe A. Trunfio},
title={CELLULAR AUTOMATA SIMULATION OF LAVA FLOWS - Applications to Civil Defense and Land Use Planning with a Cellular Automata based Methodology},
booktitle={Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2011},
pages={37-44},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003575900370044},
isbn={978-989-8425-78-2},
}
in EndNote Style
TY - CONF
JO - Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - CELLULAR AUTOMATA SIMULATION OF LAVA FLOWS - Applications to Civil Defense and Land Use Planning with a Cellular Automata based Methodology
SN - 978-989-8425-78-2
AU - Rongo R.
AU - Lupiano V.
AU - Avolio M.
AU - D'Ambrosio D.
AU - Spataro W.
AU - Trunfio G.
PY - 2011
SP - 37
EP - 44
DO - 10.5220/0003575900370044