Rainfall Event-Duration Thresholds for Landslide Occurrences in China

被引:38
|
作者
He, Shuangshuang [1 ]
Wang, Jun [1 ,2 ]
Liu, Songnan [2 ]
机构
[1] Chinese Acad Sci, Inst Atmospher Phys, Nansen Zhu Int Res Ctr, Beijing 100029, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Key Lab Meteorol Disaster, Minist Educ, Nanjing 210044, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
landslide and debris flow; rainfall thresholds; China; quantile regression; SHALLOW LANDSLIDES; DEBRIS FLOWS; TEMPORAL ANALYSIS; CLIMATE-CHANGE; PRECIPITATION; INTENSITY; SUSCEPTIBILITY; PREDICTION; MODEL;
D O I
10.3390/w12020494
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A rainfall threshold for landslide occurrence at a national scale in China has rarely been developed in the early warning system for landslides. Based on 771 landslide events that occurred in China during 1998-2017, four groups of rainfall thresholds at different quantile levels of the quantile regression for landslide occurrences in China are defined, which include the original rainfall event duration (E-D) thresholds and normalized (the accumulated rainfall is normalized by mean annual precipitation) (EMAP D) rainfall thresholds based on the merged rainfall and the Climate Prediction Center Morphing technique (CMORPH) rainfall products, respectively. Each group consists of four sub-thresholds in rainy season and non-rainy season, and both are divided into short duration (<48 h) and long duration (48 h). The results show that the slope of the regression line for the thresholds in the events with long durations is larger than that with short durations. In addition, the rainfall thresholds in the non-rainy season are generally lower than those in the rainy season. The E D thresholds defined in this paper are generally lower than other thresholds in previous studies on a global scale, and a regional or national scale in China. This might be due to there being more landslide events used in this paper, as well as the combined effects of special geological environment, climate condition and human activities in China. Compared with the previous landslide model, the positive rates of the rainfall thresholds for landslides have increased by 16%-20%, 10%-17% and 20%-38% in the whole year, rainy season and non-rainy season, respectively.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Rainfall thresholds for the possible landslide occurrence in Sicily (Southern Italy) based on the automatic reconstruction of rainfall events
    Melillo, Massimo
    Brunetti, Maria Teresa
    Peruccacci, Silvia
    Gariano, Stefano Luigi
    Guzzetti, Fausto
    LANDSLIDES, 2016, 13 (01) : 165 - 172
  • [42] Effect of antecedent rainfall conditions and their variations on shallow landslide-triggering rainfall thresholds in South Korea
    Kim, Suk Woo
    Chun, Kun Woo
    Kim, Minseok
    Catani, Filippo
    Choi, Byoungkoo
    Seo, Jung Il
    LANDSLIDES, 2021, 18 (02) : 569 - 582
  • [43] Characteristics of rainfall intensity, duration, and kinetic energy for landslide triggering in Taiwan
    Chang, Jui-Ming
    Chen, Hongey
    Jou, Ben Jong-Dao
    Tsou, Nien-Chiao
    Lin, Guan-Wei
    ENGINEERING GEOLOGY, 2017, 231 : 81 - 87
  • [44] Physically based and distributed rainfall intensity and duration thresholds for shallow landslides
    Roberto J. Marin
    Landslides, 2020, 17 : 2907 - 2917
  • [45] Rainfall thresholds for the occurrence of debris flows in the Jiangjia Gully, Yunnan Province, China
    Zhuang, Jianqi
    Cui, Peng
    Wang, Gonghui
    Chen, Xiaoqing
    Iqbal, Javed
    Guo, Xiaojun
    ENGINEERING GEOLOGY, 2015, 195 : 335 - 346
  • [46] Satellite-derived rainfall thresholds for landslide early warning in Bogowonto Catchment, Central Java']Java, Indonesia
    Chikalamo, Elias E.
    Mavrouli, Olga C.
    Ettema, Janneke
    van Westen, Cees J.
    Muntohar, Agus S.
    Mustofa, Akhyar
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2020, 89
  • [47] Local rainfall thresholds for forecasting landslide occurrence: Taipingshan landslide triggered by Typhoon Saola
    Chung, Ming-Chien
    Tan, Chih-Hao
    Chen, Chien-Hsin
    LANDSLIDES, 2017, 14 (01) : 19 - 33
  • [48] Optimization of rainfall thresholds for landslide early warning through false alarm reduction and a multi-source validation
    Nocentini, Nicola
    Medici, Camilla
    Barbadori, Francesco
    Gatto, Alessio
    Franceschini, Rachele
    del Soldato, Matteo
    Rosi, Ascanio
    Segoni, Samuele
    LANDSLIDES, 2024, 21 (03) : 557 - 571
  • [49] Combination of rainfall thresholds and susceptibility maps in regional-scale landslide warning systems
    Segoni, S.
    Rosi, A.
    Tofani, V.
    Lagomarsino, D.
    Moretti, S.
    LANDSLIDES AND ENGINEERED SLOPES: EXPERIENCE, THEORY AND PRACTICE, VOLS 1-3, 2016, : 1817 - 1821
  • [50] Quantitative comparison between two different methodologies to define rainfall thresholds for landslide forecasting
    Lagomarsino, D.
    Segoni, S.
    Rosi, A.
    Rossi, G.
    Battistini, A.
    Catani, F.
    Casagli, N.
    NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2015, 15 (10) : 2413 - 2423