Examples of Application of GASAKe for Predicting the Occurrence of Rainfall-Induced Landslides in Southern Italy

作者: Oreste Terranova , Stefano Luigi Gariano , Pasquale Iaquinta , Valeria Lupiano , Valeria Rago

DOI: 10.3390/GEOSCIENCES8020078

关键词:

摘要: GASAKe is an empirical-hydrological model aimed at forecasting the time of occurrence landslides. Activations can be predicted either single landslides or sets slope movements same type in a homogeneous environment. The requires rainfall series and set dates landslide activation as input data. Calibration performed through genetic algorithms, allows for determining family optimal kernels to weight antecedent properly. As output, mobility function highlights critical conditions stability. Based on suitable calibration validation samples dates, represents useful tool integrated early-warning systems geo-hydrological risk mitigation purposes. In present paper, examples application three rock slides Calabria cases soil slips Campania are discussed. discussed, based independent datasets. Obtained results excellent two Calabrian just promising remaining case studies. best performances take advantage accurate knowledge history landslides, proper hydrological characterization sites. For such cases, could usefully employed within Civil Protection Finally, new release presently under test: its innovative features briefly presented.

参考文章(37)
Massimo Melillo, Maria Teresa Brunetti, Silvia Peruccacci, Stefano Luigi Gariano, Fausto Guzzetti, Rainfall thresholds for the possible landslide occurrence in Sicily (Southern Italy) based on the automatic reconstruction of rainfall events Landslides. ,vol. 13, pp. 165- 172 ,(2016) , 10.1007/S10346-015-0630-1
A. J. Long, RRAWFLOW: Rainfall-Response Aquifer and Watershed Flow Model (v1.15) Geoscientific Model Development. ,vol. 8, pp. 865- 880 ,(2015) , 10.5194/GMD-8-865-2015
Carmelo Monaco, Luigi Tortorici, Active faulting in the Calabrian arc and eastern Sicily Journal of Geodynamics. ,vol. 29, pp. 407- 424 ,(2000) , 10.1016/S0264-3707(99)00052-6
Beniamino Sirangelo, Pasquale Versace, A real time forecasting model for landslides triggered by rainfall Meccanica. ,vol. 31, pp. 73- 85 ,(1996) , 10.1007/BF00444156
Giovanna Capparelli, Pasquale Versace, FLaIR and SUSHI: two mathematical models for early warning of landslides induced by rainfall Landslides. ,vol. 8, pp. 67- 79 ,(2011) , 10.1007/S10346-010-0228-6
Luigi Tortorici, Carmelo Monaco, Carlo Tansi, Ornella Cocina, Recent and active tectonics in the Calabrian arc (Southern Italy) Tectonophysics. ,vol. 243, pp. 37- 55 ,(1995) , 10.1016/0040-1951(94)00190-K
S.L. Gariano, M.T. Brunetti, G. Iovine, M. Melillo, S. Peruccacci, O. Terranova, C. Vennari, F. Guzzetti, Calibration and validation of rainfall thresholds for shallow landslide forecasting in Sicily, southern Italy. Geomorphology. ,vol. 228, pp. 653- 665 ,(2015) , 10.1016/J.GEOMORPH.2014.10.019
Leonardo Cascini, Giuseppe Sorbino, Sabatino Cuomo, Settimio Ferlisi, Seasonal effects of rainfall on the shallow pyroclastic deposits of the Campania region (southern Italy) Landslides. ,vol. 11, pp. 779- 792 ,(2014) , 10.1007/S10346-013-0395-3