Landslide inventories and their statistical properties

被引:922
|
作者
Malamud, BD [1 ]
Turcotte, DL
Guzzetti, F
Reichenbach, P
机构
[1] Kings Coll London, Dept Geog, Environm Monitoring & Modeling Res Grp, London WC2R 2LS, England
[2] Univ Calif Davis, Dept Geol, Davis, CA 95616 USA
[3] CNR, IRPI Perugia, I-06128 Perugia, Italy
关键词
landslides; earthquakes; erosion; natural hazards; frequency-size statistics; intensity scale;
D O I
10.1002/esp.1064
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Landslides are generally associated with a trigger, such as an earthquake, a rapid snowmelt or a large storm. The landslide event can include a single landslide or many thousands. The frequency-area (or volume) distribution of a landslide event quantifies the number of landslides that occur at different sizes. We examine three well-documented landslide events, from Italy, Guatemala and the USA, each with a different triggering mechanism, and find that the landslide areas for all three are well approximated by the same three-parameter inverse-gamma distribution. For small landslide areas this distribution has an exponential 'roll-over' and for medium and large landslide areas decays as a power-law with exponent -2-40. One implication of this landslide distribution is that the mean area of landslides in the distribution is independent of the size of the event. We also introduce a landslide-event magnitude scale m(L) = log(N-LT), with N-LT the total number of landslides associated with a trigger. If a landslide-event inventory is incomplete (i.e. smaller landslides are not included), the partial inventory can be compared with our landslide probability distribution, and the corresponding landslide-event magnitude inferred. This technique can be applied to inventories of historical landslides, inferring the total number of landslides that occurred over geologic time, and how many of these have been erased by erosion, vegetation, and human activity. We have also considered three rockfall-dominated inventories, and find that the frequency-size distributions differ substantially from those associated with other landslide types. We suggest that our proposed frequency-size distribution for landslides (excluding rockfalls) will be useful in quantifying the severity of landslide events and the contribution of landslides to erosion. Copyright (C) 2004 John Wiley Sons, Ltd.
引用
收藏
页码:687 / 711
页数:25
相关论文
共 50 条
  • [1] Remarks on the Role of Landslide Inventories in the Statistical Methods Used for the Landslide Susceptibility Assessment
    Persichillo, Maria Giuseppina
    Bordoni, Massimiliano
    Meisina, Claudia
    Bartelletti, Carlotta
    Giannecchini, Roberto
    Avanzi, Giacomo D'Amato
    Galanti, Yuri
    Barsanti, Michele
    Cevasco, Andrea
    Brandolini, Pierluigi
    Pedro Galve, Jorge
    [J]. ADVANCING CULTURE OF LIVING WITH LANDSLIDES, VOL 2: ADVANCES IN LANDSLIDE SCIENCE, 2017, : 759 - 766
  • [2] Evaluating the Effect of Modelling Methods and Landslide Inventories Used for Statistical Susceptibility Modelling
    Steger, Stefan
    Bell, Rainer
    Petschko, Helene
    Glade, Thomas
    [J]. ENGINEERING GEOLOGY FOR SOCIETY AND TERRITORY, VOL 2: LANDSLIDE PROCESSES, 2015, : 201 - 204
  • [3] The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements
    S. Steger
    A. Brenning
    R. Bell
    T. Glade
    [J]. Landslides, 2017, 14 : 1767 - 1781
  • [4] The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements
    Steger, S.
    Brenning, A.
    Bell, R.
    Glade, T.
    [J]. LANDSLIDES, 2017, 14 (05) : 1767 - 1781
  • [5] Landslide inventories: The essential part of seismic landslide hazard analyses
    Harp, Edwin L.
    Keefer, David K.
    Sato, Hiroshi P.
    Yagi, Hiroshi
    [J]. ENGINEERING GEOLOGY, 2011, 122 (1-2) : 9 - 21
  • [6] STATISTICAL CONTROL OF INVENTORIES
    不详
    [J]. HARVARD BUSINESS REVIEW, 1926, 5 (01) : 95 - 101
  • [7] Spatial statistical modeling of shallow landslides-Validating predictions for different landslide inventories and rainfall events
    von Ruette, Jonas
    Papritz, Andreas
    Lehmann, Peter
    Rickli, Christian
    Or, Dani
    [J]. GEOMORPHOLOGY, 2011, 133 (1-2) : 11 - 22
  • [8] Landslide Susceptibility Based on Extreme Rainfall-Induced Landslide Inventories and the Following Landslide Evolution
    Wu, Chunhung
    [J]. WATER, 2019, 11 (12)
  • [9] Automated digital data acquisition for landslide inventories
    Kreuzer, Thomas M.
    Damm, Bodo
    [J]. LANDSLIDES, 2020, 17 (09) : 2205 - 2215
  • [10] Automated digital data acquisition for landslide inventories
    Thomas M. Kreuzer
    Bodo Damm
    [J]. Landslides, 2020, 17 : 2205 - 2215