Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface

被引:138
作者
Alvioli, M. [1 ]
Baum, R. L. [2 ]
机构
[1] CNR, IRPI, Via Madonna Alta 126, I-06128 Perugia, Italy
[2] US Geol Survey, POB 25046,Mail Stop 966, Denver, CO 80225 USA
关键词
TRIGRS; Shallow landslides; MPI; Slope stability;
D O I
10.1016/j.envsoft.2016.04.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We describe a parallel implementation of TRIGRS, the Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability Model for the timing and distribution of rainfall-induced shallow landslides. We have parallelized the four time-demanding execution modes of TRIGRS, namely both the saturated and unsaturated model with finite and infinite soil depth options, within the Message Passing Interface framework. In addition to new features of the code, we outline details of the parallel implementation and show the performance gain with respect to the serial code. Results are obtained both on commercial hardware and on a high-performance multi-node machine, showing the different limits of applicability of the new code. We also discuss the implications for the application of the model on large-scale areas and as a tool for real-time landslide hazard monitoring. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:122 / 135
页数:14
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