Scaling properties of rainfall induced landslides predicted by a physically based model

被引:95
作者
Alvioli, Massimiliano [1 ]
Guzzetti, Fausto [1 ]
Rossi, Mauro [1 ,2 ]
机构
[1] CNR, Ist Ric Protez Idrogeol, I-06128 Perugia, Italy
[2] Univ Perugia, Dipartimento Sci Terra, I-06123 Perugia, Italy
关键词
Landslide; Numerical modeling; Rainfall thresholds; Frequency-area statistics; Upper Tiber River Basin; Italy; SELF-ORGANIZED CRITICALITY; SHALLOW LANDSLIDES; STATISTICAL PHYSICS; SIZE DISTRIBUTION; DURATION CONTROL; DEBRIS FLOWS; THRESHOLDS; SEATTLE; PROBABILITY; WASHINGTON;
D O I
10.1016/j.geomorph.2013.12.039
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Natural landslides exhibit scaling properties revealed by power law relationships. These relationships include the frequency of the size (e.g., area, volume) of the landslides, and the rainfall conditions responsible for slope failures in a region. Reasons for the scaling behavior of landslides are poorly known. We investigate the possibility of using the Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability analysis code (TRIGRS), a consolidated, physically-based, numerical model that describes the stability/instability conditions of natural slopes forced by rainfall, to determine the frequency statistics of the area of the unstable slopes and the rainfall intensity (/)-duration (D) conditions that result in landslides in a region. We apply TRIGRS in a portion of the Upper Tiber River Basin, Central Italy. The spatially distributed model predicts the stability/instability conditions of individual grid cells, given the local terrain and rainfall conditions. We run TRIGRS using multiple, synthetic rainfall histories, and we compare the modeling results with empirical evidences of the area of landslides and of the rainfall conditions that have caused landslides in the study area. Our findings revealed that TRIGRS is capable of reproducing the frequency of the size of the patches of terrain predicted as unstable by the model, which match the frequency size statistics of landslides in the study area, and the mean rainfall D, I conditions that result in unstable slopes in the study area, which match rainfall I D thresholds for possible landslide occurrence. Our results are a step towards understanding the mechanisms that give rise to landslide scaling properties. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:38 / 47
页数:10
相关论文
共 67 条
  • [1] A warning system for rainfall-induced shallow failures
    Aleotti, P
    [J]. ENGINEERING GEOLOGY, 2004, 73 (3-4) : 247 - 265
  • [2] SELF-ORGANIZED CRITICALITY
    BAK, P
    TANG, C
    WIESENFELD, K
    [J]. PHYSICAL REVIEW A, 1988, 38 (01): : 364 - 374
  • [3] SELF-ORGANIZED CRITICALITY - AN EXPLANATION OF 1/F NOISE
    BAK, P
    TANG, C
    WIESENFELD, K
    [J]. PHYSICAL REVIEW LETTERS, 1987, 59 (04) : 381 - 384
  • [4] Baum R.L., 2008, TRIGRS FORTRAN PROGR
  • [5] Brunetti M., 2009, Proceedings of the 1st Italian Workshop on Landslides, Rainfall-induced Landslides: mechanisms, monitoring techniques and nowcasting models for early warning systems, P157
  • [6] Rainfall thresholds for the possible occurrence of landslides in Italy
    Brunetti, M. T.
    Peruccacci, S.
    Rossi, M.
    Luciani, S.
    Valigi, D.
    Guzzetti, F.
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2010, 10 (03) : 447 - 458
  • [7] Probability distributions of landslide volumes
    Brunetti, M. T.
    Guzzetti, F.
    Rossi, M.
    [J]. NONLINEAR PROCESSES IN GEOPHYSICS, 2009, 16 (02) : 179 - 188
  • [8] Burton A., 1998, ENVIRON GEOL, V35, P49, DOI [10.1007/s002540050296, DOI 10.1007/S002540050296]
  • [9] THE RAINFALL INTENSITY - DURATION CONTROL OF SHALLOW LANDSLIDES AND DEBRIS FLOWS
    CAINE, N
    [J]. GEOGRAFISKA ANNALER SERIES A-PHYSICAL GEOGRAPHY, 1980, 62 (1-2) : 23 - 27
  • [10] Cancelli A., 1985, Proceedings of the IV international conference and field workshop on landslides, Tokio, August 1985, P267