National-Scale Rainfall-Triggered Landslide Susceptibility and Exposure in Nepal

被引:4
|
作者
Kincey, M. E. [1 ]
Rosser, N. J. [2 ,3 ]
Swirad, Z. M. [4 ]
Robinson, T. R. [5 ]
Shrestha, R. [6 ]
Pujara, D. S. [6 ]
Basyal, G. K. [6 ]
Densmore, A. L. [2 ,3 ]
Arrell, K. [7 ]
Oven, K. J. [7 ]
Dunant, A. [2 ,3 ]
机构
[1] Newcastle Univ, Sch Geog Polit & Sociol, Newcastle Upon Tyne, England
[2] Univ Durham, Dept Geog, Durham, England
[3] Univ Durham, Inst Hazard Risk & Resilience, Durham, England
[4] Polish Acad Sci, Inst Geophys, Warsaw, Poland
[5] Univ Canterbury, Sch Earth & Environm, Canterbury, New Zealand
[6] Natl Soc Earthquake Technol, Kathmandu, Nepal
[7] Northumbria Univ, Dept Geog & Environm Sci, Newcastle Upon Tyne, England
基金
英国工程与自然科学研究理事会;
关键词
DISASTER RISK REDUCTION; LOGISTIC-REGRESSION; NATURAL HAZARDS; FUZZY-LOGIC; QUANTITATIVE-ANALYSIS; GLOBAL LANDSLIDE; FREQUENCY RATIO; CLIMATE-CHANGE; GIS; MODELS;
D O I
10.1029/2023EF004102
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Nepal is one of the most landslide-prone countries in the world, with year-on-year impacts resulting in loss of life and imposing a chronic impediment to sustainable livelihoods. Living with landslides is a daily reality for an increasing number of people, so establishing the nature of landslide hazard and risk is essential. Here we develop a model of landslide susceptibility for Nepal and use this to generate a nationwide geographical profile of exposure to rainfall-triggered landslides. We model landslide susceptibility using a fuzzy overlay approach based on freely-available topographic data, trained on an inventory of mapped landslides, and combine this with high resolution population and building data to describe the spatial distribution of exposure to landslides. We find that whilst landslide susceptibility is highest in the High Himalaya, exposure is highest within the Middle Hills, but this is highly spatially variable and skewed to on average relatively low values. Around 4 x 106 Nepalis (similar to 15% of the population) live in areas considered to be at moderate or higher degree of exposure to landsliding (>0.25 of the maximum), and critically this number is highly sensitive to even small variations in landslide susceptibility. Our results show a complex relationship between landslides and buildings, that implies wider complexity in the association between physical exposure to landslides and poverty. This analysis for the first time brings into focus the geography of the landslide exposure and risk case load in Nepal, and demonstrates limitations of assessing future risk based on limited records of previous events.
引用
收藏
页数:23
相关论文
共 50 条
  • [41] Co-seismic and rainfall-triggered landslide hazard susceptibility assessment for Uganda derived using fuzzy logic and geospatial modelling techniques
    Oleng, Morris
    Ozdemir, Zuhal
    Pilakoutas, Kypros
    NATURAL HAZARDS, 2024, 120 (15) : 14049 - 14082
  • [42] LAMP-LAndslide Monitoring and Predicting for the analysis of landslide susceptibility triggered by rainfall events
    Bovolenta, R.
    Passalacqua, R.
    Federici, B.
    Sguerso, D.
    LANDSLIDES AND ENGINEERED SLOPES: EXPERIENCE, THEORY AND PRACTICE, VOLS 1-3, 2016, : 517 - 522
  • [43] Torrential rainfall-triggered shallow landslide characteristics and susceptibility assessment using ensemble data-driven models in the Dongjiang Reservoir Watershed, China
    Jie Dou
    Ali P. Yunus
    Yueren Xu
    Zhongfan Zhu
    Chi-Wen Chen
    Mehebub Sahana
    Khabat Khosravi
    Yong Yang
    Binh Thai Pham
    Natural Hazards, 2019, 97 : 579 - 609
  • [44] Torrential rainfall-triggered shallow landslide characteristics and susceptibility assessment using ensemble data-driven models in the Dongjiang Reservoir Watershed, China
    Dou, Jie
    Yunus, Ali P.
    Xu, Yueren
    Zhu, Zhongfan
    Chen, Chi-Wen
    Sahana, Mehebub
    Khosravi, Khabat
    Yang, Yong
    Binh Thai Pham
    NATURAL HAZARDS, 2019, 97 (02) : 579 - 609
  • [45] Regional scale rainfall- and earthquake-triggered landslide susceptibility assessment in Wudu County, China
    Bai Shi-biao
    Cheng Chen
    Wang Jian
    Thiebes, Benni
    Zhang Zhi-gang
    JOURNAL OF MOUNTAIN SCIENCE, 2013, 10 (05) : 743 - 753
  • [46] Regional Scale Rainfall- and Earthquake-triggered Landslide Susceptibility Assessment in Wudu County, China
    BAI Shi-biao
    CHENG Chen
    WANG Jian
    Benni THIEBES
    ZHANG Zhi-gang
    Journal of Mountain Science, 2013, 10 (05) : 743 - 753
  • [47] Regional scale rainfall- and earthquake-triggered landslide susceptibility assessment in Wudu County, China
    Shi-biao Bai
    Chen Cheng
    Jian Wang
    Benni Thiebes
    Zhi-gang Zhang
    Journal of Mountain Science, 2013, 10 : 743 - 753
  • [48] Land Cover Trajectories and Their Impacts on Rainfall-Triggered Landslide Occurrence in a Cultivated Mountainous Region of Western Japan
    Kimura, Takashi
    Sato, Go
    Ozaki, Takatsugu
    Van Thang, Nguyen
    Wakai, Akihiko
    Egbueri, Johnbosco C.
    WATER, 2023, 15 (24)
  • [49] Physically-based approach to analyze rainfall-triggered landslide using hydraulic gradient as slide direction
    Ran, Qi-hua
    Su, Dan-yang
    Qian, Qun
    Fu, Xu-dong
    Wang, Guang-qian
    He, Zhi-guo
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2012, 13 (12): : 943 - 957
  • [50] Regional-scale landslide activity and landslide susceptibility zonation in the Nepal Himalaya
    Ranjan Kumar Dahal
    Environmental Earth Sciences, 2014, 71 : 5145 - 5164