A macroscopic collisional model for debris-flows simulation

被引:44
作者
D'Ambrosio, Donato [1 ]
Iovine, Giulio
Spataro, William
Miyarrioto, Hideaki
机构
[1] Univ Calabria, Dept Math, Ctr High Performance Comp, I-87036 Arcavacata Di Rende, Italy
[2] Univ Calabria, CNR, IRPI, Dept Earth Sci,High Performance Comp Ctr, I-87030 Arcavacata Di Rende, Italy
[3] Univ Tokyo, Dept Geosyst Engn, Tokyo 1138656, Japan
关键词
parallel processing; cellular automata; modelling; simulation; calibration; genetic algorithms; sensitivity analysis; debris flows; sarno;
D O I
10.1016/j.envsoft.2006.09.009
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
SCIDDICA S-4c is the latest hexagonal release of a family of Cellular Automata models for the simulation of flow-type landslides. It is able to simulate the erosion of the regolith along the flow path, besides branching and rejoining events of the flow masses. Dissipative effects are modelled in terms of not-exclusive velocity-dependent mechanisms, which allow to simulate even complex theological behaviours. Moreover, it is able to manage the peculiar characteristics of rapid flows, and the effects of mass collisions, by guaranteeing mass conservation. In case of no dissipation, conservation of energy and momentum are also assured. Model calibration has been carried out through parallel Genetic Algorithms, by considering the May 1998 Curti-Samo (Campania, Southern Italy) debris flow. A preliminary analysis has also been performed, aiming at evaluating the sensitivity of the model with respect to a sub-set of model parameters, the size of the cell, the orientation of the cellular space, and noise in input data. Calibration confirmed the reliability of the model in reproducing the considered case of study. Moreover, sensitivity analyses pointed out its robustness with respect to the considered factors, by highlighting their different weight in affecting the behaviour of the simulations. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1417 / 1436
页数:20
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