基于大数据理论的湖南省滑坡灾害发育特征及影响因素分析

    Analysis of the development characteristics and influencing factors of landslide disasters in Hunan Province based on big data theory

    • 摘要: 滑坡是湖南省分布最广、危害最大的地质灾害类型,严重危害人民生命财产安全和社会经济可持续发展。以往对其特征和影响因素研究没有筛选灾害数据信息,导致分析结果不够精准。为了深入研究湖南省滑坡发育特征,查明成生机理,提升地质灾害防治能力,根据湖南省1∶5万地质灾害详细调查等成果资料,运用数据收集、预处理、挖掘、展现等大数据分析方法,从滑坡类型特征、形态特征、危害特征、影响因素等方面,对湖南省滑坡灾害发育特征及影响因素进行综合分析,研究结果表明:①湖南省以小型半圆形牵引式土质滑坡为主,滑坡表部特征较明显;②滑动带(面)主要分布在基岩与覆盖层接触面,形态主要为弧形;滑带土多为软塑-可塑状粉质黏土、黏土和含砾黏土;③滑坡的群发性、滞后性、阶段性、复活性等活动特征较明显,强降雨引发的冲毁和挤压是滑坡主要危害方式;④滑坡产生的灾情、险情级别以小型为主;⑤各种内在影响因素和外在影响因素共同作用促使滑坡发生,其中,地形地貌、地下水、岩土体类型、地质构造、斜坡坡度是主要的内在影响因素,对滑坡的发育起控制作用,而人类工程活动、降雨等外在影响因素是发生滑坡的主要引发条件。研究结果有助于充分掌握湖南省滑坡的发生规律,为有效防范滑坡地质灾害提供理论依据,并为湖南省滑坡灾害风险管理和灾害预警提供重要参考。

       

      Abstract: Landslide is the most widespread and most harmful type of geological disaster in Hunan Province, seriously endangering the safety of people’s lives and property and the sustainable development of social economy. Previous studies on its characteristics and influencing factors did not select disaster data information, resulting in inaccurate analysis results. Based on the results of the detailed investigation on geological disasters in Hunan Province at a scale of 1∶50 000 and other related data, a comprehensive analysis of the development characteristics and influencing factors of landslide disasters in Hunan Province is conducted from the aspects of landslide type characteristics, morphological characteristics, disaster characteristics and influencing factors using big data analysis methods such as data collection, preprocessing, mining, and presentation. The study finds that: ①Hunan Province is dominated by small, semi-circular, traction-type soil landslides, with obvious surface features. ②The sliding zone (surface) is mainly distributed at the contact surface between bedrock and overburden, and the shape is mainly arc-shaped; the sliding zone soil is mostly soft plastic-plastic silty clay, clay and gravel-containing clay. ③The characteristics of landslides are obvious, such as group occurrence, hysteresis, staged occurrence, and resurgence. The main hazards of landslides are scouring and squeezing caused by heavy rainfall. ④The disasters and dangers caused by landslides are mainly small. ⑤Various internal and external factors work together to promote the occurrence of landslides. Among them, topography, groundwater, rock and soil type, geological structure, and slope gradient are the main internal factors that control the development of landslides, while external factors such as human engineering activities and rainfall are the main triggering conditions for landslides. The research results are helpful to fully understand the occurrence laws of landslides in Hunan Province, provide a theoretical basis for effectively preventing landslide geological disasters, and provide an important reference for landslide disaster risk management and disaster early warning in Hunan Province.

       

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