A Quantitative Analysis Method of Regional Rainfall-Induced Landslide Deformation Response Variation Based on a Time-Domain Correlation Model

被引:8
作者
Wu, Tingchen [1 ,2 ,3 ,4 ]
Xie, Xiao [5 ,6 ]
Wu, Haoyu [4 ]
Zeng, Haowei [4 ]
Zhu, Xiaoya [7 ]
机构
[1] Lanzhou Jiaotong Univ, Fac Geomat, Lanzhou 730070, Peoples R China
[2] Natl Local Joint Engn Res Ctr Technol & Applicat, Lanzhou 730070, Peoples R China
[3] Gansu Prov Engn Lab Natl Geog State Monitoring, Lanzhou 730070, Peoples R China
[4] Southwest Jiaotong Univ, Fac Geosci & Environm Engn, Chengdu 611756, Peoples R China
[5] Chinese Acad Sci, Inst Appl Ecol, Key Lab Environm Computat & Sustainabil Liaoning, Shenyang 110016, Peoples R China
[6] Weifang Inst Modern Agr & Ecol Environm, Weifang 261041, Peoples R China
[7] Geotech Engn & Surveying Res Inst Co Ltd, Hangzhou 310012, Peoples R China
关键词
rainfall-reduced landslide; regional rainfall; landslide deformation; time-domain correlation measurement; impulse response analysis; China; SHALLOW LANDSLIDES; PHASE; REACTIVATION; INTENSITY; HAZARD;
D O I
10.3390/land11050703
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Landslide deformation is the most intuitive and effective characterization of the evolution of landslides and reveals the inherent risk of landslides. Considering the inadequacy of existing deformation monitoring data for early warnings regarding landslide hazards, resulting in insufficient disaster response times, this paper proposes a time-domain correlation model. Based on the process of rainfall-induced landslide deformation, the time-domain correlation between regional rainfall and landslide deformation is proposed, which can reflect the temporal characteristics of landslide responses to rainfall, and the calculation method of the impulse response function is designed to quantitatively model and calculate the correlation. Furthermore, rainfall monitoring data are used to optimize the landslide deformation monitoring indicator system for early warnings regarding landslide instability. The feasibility of the method proposed in this paper is verified by analyzing the historical monitoring data of rainfall and landslide deformation at nine typical locations in five landslide hazard areas in Fengjie County, Chongqing city. (1) The correlation models for the XP landslide involve a delayed rainfall response time of 5 for deformation, respectively, as well as the existence of a cycle of 55-56 days, which means that the above area can advance the landslide warning by one lag time based on the cycle; (2) The correlation models for the OT landslide show consistent correlations under a 48-50-day cycle, which means that the deformation in the above areas can be predicted based on rainfall accumulation. (3) The HJWC landslide presents a turbulence correlation, which means that other monitoring data need to be supplemented and analyzed.
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页数:19
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共 55 条
  • [1] Rainfall-induced landslide inventories for Lower Mekong based on Planet imagery and a semi-automatic mapping method
    Amatya, Pukar
    Kirschbaum, Dalia
    Stanley, Thomas
    [J]. GEOSCIENCE DATA JOURNAL, 2022, 9 (02): : 315 - 327
  • [2] An empirical equation to determine the threshold for rainfall-induced landslides developing to debris flows
    Banihabib, Mohammad Ebrahim
    Tanhapour, Mitra
    [J]. LANDSLIDES, 2020, 17 (09) : 2055 - 2065
  • [3] Some numerical approaches for landslide river blocking: introduction, simulation, and discussion
    Bao, Yiding
    Sun, Xiaohui
    Zhou, Xin
    Zhang, Yansong
    Liu, Yaowu
    [J]. LANDSLIDES, 2021, 18 (12) : 3907 - 3922
  • [4] Assessing landslide characteristics in a changing climate in northern Taiwan
    Chen, Chi-Wen
    Tung, Yu-Shiang
    Liou, Jun-Jih
    Li, Hsin-Chi
    Cheng, Chao-Tzuen
    Chen, Yung-Ming
    Oguchi, Takashi
    [J]. CATENA, 2019, 175 : 263 - 277
  • [5] Process analysis of causes of Luanshigang landslide in the Dadu River, China
    Deng, H.
    Zhong, C. Y.
    Wu, Lizhou
    Tu, G. X.
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2021, 80 (22)
  • [6] Transforming characteristic of phase-shift from frequency-domain to time-domain in frequency-domain holography
    Dong, Jun
    Lu, Zhong-gui
    Sun, Zhi-hong
    Peng, Zhi-tao
    Xia, Yan-wen
    Su, Jing-qin
    Jing, Feng
    Yuan, Hao-yu
    Liu, Hua
    Tang, Jun
    [J]. OPTICS AND LASER TECHNOLOGY, 2012, 44 (03) : 594 - 599
  • [7] Time series analysis of wind speed using VAR and the generalized impulse response technique
    Ewing, Bradley T.
    Kruse, Jamie Brown
    Schroeder, John L.
    Smith, Douglas A.
    [J]. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 2007, 95 (03) : 209 - 219
  • [8] Evaluation of landslide reactivation: A modified rainfall threshold model based on historical records of rainfall and landslides
    Floris, Mario
    Bozzano, Francesca
    [J]. GEOMORPHOLOGY, 2008, 94 (1-2) : 40 - 57
  • [9] Rainfall thresholds for the initiation of landslides in central and southern Europe
    Guzzetti, F.
    Peruccacci, S.
    Rossi, M.
    Stark, C. P.
    [J]. METEOROLOGY AND ATMOSPHERIC PHYSICS, 2007, 98 (3-4) : 239 - 267
  • [10] The rainfall intensity-duration control of shallow landslides and debris flows: an update
    Guzzetti, Fausto
    Peruccacci, Silvia
    Rossi, Mauro
    Stark, Colin P.
    [J]. LANDSLIDES, 2008, 5 (01) : 3 - 17