Abstract
In this paper we describe a warning system based on statistical analysis for the purpose of monitoring ground deformation at the Sciara del Fuoco (Stromboli Volcano, Sicily). After a statistical analysis of ground deformation time-series measured at Stromboli by the monitoring system known as THEODOROS (THEOdolite and Distancemeter Robot Observatory of Stromboli), the paper describes the solution adopted for implementing the warning system. A robust statistical index has been defined in order to evaluate the movements of the area. A fuzzy approach has been proposed to evaluate an AI (Alarm Intensity) index which indicates the level of hazard of the Sciara del Fuoco sliding.
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References
Andel, J., On critical values of Siegel’s test. In Trans. of the Twelfth Prague Conference (P. Lachout and J. A. Visek, Prague 1994), UTIA AV CR and MFF UK, pp 13–15.
DI Bello, G., Filizzola, C., Lacava, T., Marchese, F., Pergola, N., Pietrapertosa, C., Piscitelli, S., Scaffidi, I., AND Tramutoli, V. (2004), Robust satellite techniques for volcanic and seismic hazards monitoring, Annals of Geophysics 47,1, 49–64.
Fisher, R. A., Test of Significance in Harmonic Analysis, Proc. Roy. Soc. (London, 1929), pp. 54–59.
Fortuna, L., Rizzotto, G., Lavorgna, M., Nunnari, G., Xibilia, M.G., and Caponetto, R., Soft Computing. New Trends and Application (Springer, 2001).
Leica and Geodetics Inc., Software GeoMos User Manual (2002).
Marradi, A., L’analisi monovariata (Franco Angeli Editore, Milano, 1993).
Nunnari, G., Puglisi, G., and Gargaun F. (2006), Implementation of a warning system for Stromboli Volcano, In Applied Soft Computing Techniques: The Challenge of Complexity, 9th Online World Congress (Berlin, Springer-Verlag) pp. 209–218.
Percival, D.B. and Walden, A.T. Spectral Analysis for Physical Applications (Cambridge University Press, Cambridge, 1993).
Puglisi, G., Bonaccorso, A., Mattia, M., Aloisi, M., Bonforte, A., Campisi, O., Cantarero, M., Falzone G., Puglisi B., and Rossi M. (2004), New integrated geodetic monitoring system at Stromboli Volcano (Italy), Engin. Geology 79, 13–31.
Schuster, A., (1898), On the investigation of hidden periodicities with application to a supposed 26 day period of meteorological phenomena, J. Geophys. Res., 3,(1), 13–41.
Siegel, A. F., (1980), Testing for periodicity in a time series, J. Am. Statistical Assoc. 75, 345–348.
Tramutoli, V. (1998), Robust AVHRR Techniques (RAT) for environmental monitoring: theory and applications, In Earth Surface Remote Sensing II (G. Cecchi and E. Zilioli eds.), Proc. SPIE, 3496, pp. 101–113.
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© 2008 Birkhäuser Verlag, Basel
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Nunnari, G., Puglisi, G., Spata, A. (2008). A Warning System for Stromboli Volcano Based on Statistical Analysis. In: Camacho, A.G., Díaz, J.I., Fernändez, J. (eds) Earth Sciences and Mathematics. Pageoph Topical Volumes. Birkhäuser Basel. https://doi.org/10.1007/978-3-7643-9964-1_9
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DOI: https://doi.org/10.1007/978-3-7643-9964-1_9
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