浙江省滑坡灾害预警预报的降雨阀值研究

根据浙江省降雨的特点,将降雨分为台风降雨和非台风降雨,采用统计方法研究了区域性滑坡灾害与台风区和非台风区降雨量及降雨强度的相关性,通过相关性分析确定了有效降雨量模型;得到了浙江省区域性滑坡发生的临界降雨量和降雨强度阀值,为实时时间预警提供了定量依据;将滑坡灾害的空间易发性与降雨量和降雨强度相结合确定了滑坡灾害的空间预警区划指标和等级;最后初步研究了滑坡发生的滞后时间。     

福建省台风暴雨条件下滑坡规律性研究

通过对福建省台风暴雨特征的详细分析,结合沿台风“莫拉克”路径对省内新发生滑坡进行的追踪调研,总结出台风暴雨条件下滑坡发生的背景环境,分析了台风暴雨各个特征要素与滑坡之间的关系：滑坡与台风中心登陆区域及登陆后的运行轨迹具有很强的一致性,台风登陆当天降雨对滑坡起决定性作用,当台风登陆当日降雨量达到100 mm或60 mm的3 h极值降雨量时,易触发“即雨即滑”群发式小型浅层土质滑坡。     

台风暴雨型滑坡降雨阈值曲线研究以福建地区为例

台风暴雨型滑坡具有群发性、规模小、爆发性强的特点,容易造成严重的人员伤亡和巨大的财产损失。本文应用极值理论分析,以极端降雨重现期的极大值作为标准并计算有效的降雨区间,通过统计分析,确定触发暴雨型滑坡的降雨阈值曲线。应用模型对福建地区台风暴雨型滑坡进行了分析,福建省3个灾害高发区为:南平三明地区、泉州地区和宁德地区。南平三明地区降雨阈值较高,但发生的滑坡数量较多,主要以3d的降雨为主;泉州地区小于3d的连续降雨和大于8d的连续降雨是触发该地滑坡的主要降雨区间;宁德地区对短期降雨较为敏感,滑坡主要由1d的降雨引起。比较分析研究表明,台风地区触发滑坡的降雨阈值要高于非台风地区。降雨型滑坡阈值主要受气候,地质和土壤厚度影响,气候因素为主控因素。     

基于WEB的浙江省降雨型滑坡预警预报系统

滑坡发生的最主要诱发因素是降雨.基于浙江省淳安、磐安、庆元和永嘉4个县的历史滑坡资料, 在研究降雨量、降雨强度和降雨过程与滑坡灾害的空间分布、时间上的对应关系, 建立起滑坡灾害时空分布与降雨过程的统计关系, 确定区域性滑坡的临界降雨量和降雨强度阀值的基础上, 开发出了降雨型滑坡预警预报系统, 其中采用临界降雨量模型和有效降雨量模型来进行预警预报.系统留给浙江省气象台一个传送数据的接口, 气象台将每天按时上传降雨数据, 数据保存在后台数据库MicrosoftSQLServer中.建成的系统能够自动获取数据库中的数据生成时间与降雨量实时曲线, 当降雨量达到降雨强度阀值时, 触发MAPGIS图件, 在Internet上发布区域预警预报信息, 并提供预警措施.      

台风暴雨型滑坡滞后效应分析

我国东南沿海地区台风登陆频繁,伴生暴雨诱发的台风型滑坡造成了严重的经济损失和人员伤亡。已有研究在单峰型、多峰型台风暴雨的斜坡水文响应过程及稳定性分析方面取得了一定成果,但缺乏对台风暴雨型滑坡滞后效应的研究和机理分析。为此,以台风“利奇马”在浙江青田县的登陆为例,基于对台风型滑坡发生数量与降雨量的统计,构建16组不同结构组合的斜坡模型,模拟在台风登陆过程中不同降雨工况条件下斜坡的渗流—稳定性变化。结果表明,台风“利奇马”离陆后青田县内仍有26.4%的滑坡发生,存在一定滞后;不同结构组合斜坡稳定性在离陆后最低,相较于台风登陆前稳定性系数降低了13.82%;在台风登陆暴雨作用下,青田县斜坡稳定性结构影响参数中坡度最为敏感;讨论认为在台风不同登陆阶段的降雨会导致边坡的入渗特征差异,从而形成滞后效应。研究结论对于该区域的台风型滑坡早期识别具有一定指导意义。     

降雨与滑坡灾害相关性分析及预警预报阀值之探讨

详细研究了深圳市降雨与滑坡的历史资料,对区域性滑坡与降雨量进行偏相关分析,与降雨强度进行相关分析以及与降雨时间进行了系统地统计分析。研究结果表明,（1）滑坡的活动1～4日的降雨量及一次降雨过程的降雨量偏相关系数较大,表明一次性降雨量达到或超过某一数值时区域性滑坡就可以出现;（2）暴雨尤其是大暴雨及特大暴雨与滑坡的关系非常密切,相关系数达0.8以上,大暴雨或特大暴雨具有直接触发滑坡的作用;（3）滑坡活动时间与季节性降雨相对应,季节雨量越多,滑坡亦越多;另外滑坡活动时间与暴雨、大暴雨相吻合或略滞后,滞后时间一般不超过4 d,暴雨的当天及次日发生滑坡的可能性最大。在此基础上,探讨了区域性滑坡发生的临界降雨量和降雨强度阀值。最后将滑坡灾害的地质模型与降雨模型耦合建立了滑坡灾害的空间预警预报区划指标和等级系统,为区域滑坡灾害发生的时间与空间预报预警提供了科学依据。     

台风暴雨条件下滑坡变形特征物理试验研究

研究台风暴雨条件下滑坡变形规律对东南沿海地区滑坡的预测预报有重要意义。文章以浙江省文成县中林村滑坡为例,根据相似理论合理选择相似材料,建立了室内滑坡地质力学模型,以物理模型试验再现其演化过程,归纳总结台风暴雨条件下滑坡的变形破坏特征。研究结果表明:台风暴雨渗流特征与滑坡失稳密切相关,含水量突变位置为滑裂面,192 mm/d为中林村滑坡的临界降雨量,降雨的持续时间与强度与滑坡稳定性呈负相关。     

基于台风路径追踪的滑坡概率分析

台风暴雨是我国东南丘陵山地滑坡的主要诱发因素,揭示台风路径与滑坡发生的相关关系对东南丘陵山地台风暴雨型土质滑坡监测预警具有重要的理论及实际意义。本文基于2015—2019年直接过境福建省或间接对福建省造成影响的台风数据以及与这些台风事件发生期间的降雨量数据和台风暴雨滑坡数据,运用ArcGIS软件中的克里金插值法将台风路径、降雨量数据及台风暴雨滑坡数据进行耦合。再运用Logistic回归方法,通过SPSS软件得到泉州市基于台风路径追踪的滑坡发生概率模型。并运用克里金插值法和Logistic回归方法,以台风杜鹃期间的滑坡为实例对所得模型进行验证,其对实际雨量站测得降雨数据引发滑坡与否的判对概率为77%,对实际发生滑坡的判对概率为100%,依据实际降雨量计算数据,其误报率为21%,但实际滑坡发生的误报率为0,符合安全性。预报效果较为满意,因此模型可作为在台风经过泉州市时的台风暴雨型滑坡发生概率的预测。     

台风暴雨条件下滑坡地下水渗流特征及成因机制

台风暴雨常引发大量的滑坡灾害,造成生命财产损失,因而研究台风暴雨条件下滑坡地下水渗流特征及成因机制对滑坡的防治、预警预报具有重要意义.以浙江省中林村滑坡为例,采用有限元数值方法,模拟了台风暴雨的两种常见工况（工况1:等强度降雨;工况2:渐变强度降雨）下滑坡地下水的暂态渗流场及稳定性.结果表明:两种工况条件下,滑坡地下水渗流特征基本相同,地下水位响应迅速,地下水位位于强风化和中风化接触面附近,且在坡脚形成溢流;但是工况1较工况2地下水水位上升速度快、幅度大;滑坡稳定系数与地下水水位及降雨强度等密切相关,在高强度降雨条件下,随地下水水位上升稳定系数快速下降,水位稳定以后,稳定系数下降速度减缓;中林村滑坡为典型的滑塌-拉裂-蠕滑缓动型变形破坏模式,台风暴雨引起斜坡岩土体地下水水位上升,基质吸力降低和孔隙水压力增加是其发生变形破坏的主要原因.本文所得结论能够为东南沿海地区台风暴雨诱发滑坡的预测预报与防治提供理论支持.      

重庆地区降雨型滑坡相关性分析及预报模型

整理大量重庆地区降雨诱发滑坡资料,对降雨因子、累积降雨因子、前期降雨衰减系数与滑坡发生与否及滑坡发生数量之间进行系统的相关分析。结果表明:(1)当日降雨量对滑坡的诱发作用最显著,当日最大小时降雨与当日降雨量高度相关;(2)据滑坡发生前日期增加,降雨因子与滑坡相关及偏相关系数随之降低,在据滑坡发生前3d之后已变得很小;(3)大范围滑坡一般在暴雨当日或滞后一天产生,仅有短时强降雨很难诱发大范围滑坡,还需要一定前期降雨量为基础;(4)累积降雨因子与滑坡因子间都显著相关,且随着累积降雨日数的增加,其相关系数先上升后下降;(5)重庆地区适宜的前期降雨衰减系数在0.6左右。在此基础上拟合出了有效累积降雨量-滑坡发生概率预报模型,并使用当日最大小时降雨量-滑坡发生概率模型对其进行修正。最后使用降雨诱发滑坡实例检验该修正模型,结果可为重庆地区降雨型滑坡的预测预报提供科学依据。     

降雨特征及小气候对秦岭油松林降雨再分配的影响

为了研究降雨特征及小气候对秦岭天然次生油松林冠层降雨再分配的影响,连续3年观测降雨事件发生时油松林林外降雨、穿透降雨、树干茎流以及降雨特征和小气候因子,进行各因子间的相关性和多元回归分析。结果表明:降雨量级是影响林冠降雨再分配的最主要因素,穿透降雨量与降雨量、降雨量和降雨历时交互项、相对湿度呈正相关,与降雨历时和温度呈负相关。树干茎流量与降雨量、降雨量和温度交互项呈正相关,与温度呈负相关。林冠截留量与降雨量、降雨历时和温度呈正相关,与降雨量和降雨历时、温度的交互项呈负相关。雨前干燥期、风向、风速、蒸发速率、光合有效辐射和净辐射与穿透降雨量、树干茎流量和林冠截留量均无相关性。     

Periodicity in rainfall at Madras

Journal of Earth System Science - Monthly rainfall data from Madras for the period 1813–1976 are spectrally analysed for detection of significant oscillations using the new data adaptive...     

校园雨涝灾害风险因素影响机制研究

洪涝灾害作为当前最严重的水患问题影响着校园安全,但目前针对该尺度下的风险研究较少。如何降低灾害风险,提升韧性成为当下校园可持续研究的重要议题。以HER框架为基础,在现有研究的基础上综合运用DEMATEL-ISM法,明确各因素间的影响机制及作用程度,构建多级递阶结构模型。结果表明：（1）校园雨涝灾害风险影响机制为五级三阶结构,其中排水设施排涝能力是最关键的根本致因,极端日降水量、暴雨频率、相对高程差是最有效的直接致因。（2）校园雨涝灾害风险最关键的作用路径是排水设施排涝能力-排水管网设置率-校园排水设施维养频率-植被覆盖率-暴雨频率。研究可为校园雨涝灾害防治提供参考。     

Cost-sensitive rainfall thresholds for shallow landslides

The risk management of rainfall-induced landslides requires reliable rainfall thresholds to issue early warning alerts. The practical application of these thresholds often leads to misclassifications, either false negative or false positive, which induce costs for the society. Since missed-alarm (false negative) and false-alarm (false positive) cost may be significantly different, it is necessary to find an optimal threshold that accounts for and minimises such costs, tuning the false-alarm and missed-alarm rates. In this paper, we propose a new methodology to develop cost-sensitive rainfall thresholds, and we also analyse several factors that produce uncertainty, such as the accuracy of rainfall intensity values at landslide location, the time of occurrence, the minimum rainfall amount to define the non-triggering event, and the variability of cost scenarios. Starting from a detailed mapping of landslides that occurred during five large-scale rainfall events in the Italian Central Alps, we first developed rainfall threshold curves with a ROC-based approach by using both rain gauge and bias-adjusted weather radar data. Then, based on a reference cost scenario in which we quantified several cost items for both missed alarms and false alarms, we developed cost-sensitive rainfall threshold curves by using cost-curve approach (Drummond and Holte 2000). Finally, we studied the sensitivity of cost items. The study confirms how important is the information regarding rainfall intensity at the landslide site for the development of rainfall thresholds. Although the use of bias-corrected radar strongly improves these values, a large uncertainty related to the exact time of landslide occurrence still remains, negatively affecting the analysis. Accounting for the different missed-alarm and false-alarm misclassification costs is important because different combinations of these costs make an increase or decrease of the rainfall thresholds convenient. In our reference cost scenario, the most convenient threshold is lower than ROC-based thresholds because it seeks to minimise the number of missed alarms, whereas the missed-alarm costs are almost seven times greater than false-alarm costs. However, for different cost scenarios, threshold may vary significantly, as much as half an order of magnitude.

     

Modeling the effect of uncertainties in rainfall characteristics on flash flood warning based on rainfall thresholds

Natural Hazards - This study proposes a risk assessment framework for quantifying the reliability of the rainfall threshold used in flash flood warning, which should be influenced by the...     

土坡失稳的有效降雨量研究

降雨易引起花岗岩残积土边坡失稳。在分析降雨对边坡土体含水率影响的基础上,通过饱和度和含水率的关系推求出土体从非饱和过渡到饱和的有效降雨量。结果表明：对土质边坡,并非所有的降雨都会引起边坡的失稳,降雨入渗使边坡土体从非饱和向饱和状态发展,当边坡土体饱和度达到一定程度的时候易产生边坡失稳;土坡存在饱和区和非饱和区的临界深度,降雨对边坡的影响即为使得该深度以上的土体从非饱和过渡到饱和的过程,须采取不同的抗剪强度来计算处于临界深度上下两部分土体的稳定状态。研究结果对确定土坡失稳的降雨量阀值、进一步认识滑坡失稳机制,对滑坡的预测预报具有理论及实际意义。     

Multiple time scales in rainfall variability

Monthly rainfall data averaged over a selected number of stations in peninsular Malaysia with a long record was subjected to singular spectrum analysis to determine the different modes of fluctuations in the rainfall. The analysis highlights the presence of fluctuations in the QBO time scale to a very long term time scale of 18–5 years which is possibly linked to lunar tidal forcing. There is also evidence of the Malaysian rainfall responding to El-Nino Southern Oscillation. An oscillation with a 7 to 10 year cycle is also evident. The annual cycle as a regular periodic oscillation is well established by the SSA.     

Maximum daily rainfall in South Korea

Annual maxima of daily rainfall for the years 1961–2001 are modeled for five locations in South Korea (chosen to give a good geographical representation of the country). The generalized extreme value distribution is fitted to data from each location to describe the extremes of rainfall and to predict its future behavior. We find evidence to suggest that the Gumbel distribution provides the most reasonable model for four of the five locations considered. We explore the possibility of trends in the data but find no evidence suggesting trends. We derive estimates of 10, 50, 100, 1000, 5000, 10,000, 50,000 and 100,000 year return levels for daily rainfall and describe how they vary with the locations. This paper provides the first application of extreme value distributions to rainfall data from South Korea.     

降雨入渗规律的实测与分析

关于降雨入渗可降低土坡的稳定性的研究很多,其机制也逐渐趋明确。然而,一场降雨对土坡稳定产生影响的入渗雨量计算问题还没有得到很好地解决。Holten等研究者的一些计算入渗量的方法在土坡的实际应用中难以满足精度要求;而一些有限元的边界处理方法则建立在假定的入渗规律基础上,多少存在不足。研究设计了室内降雨入渗土柱试验,在初步揭示降雨入渗过程和规律基础上,探讨了准确反映降雨入渗量的有限元计算方法,并通过数值试验进一步揭示室内试验未能明确的降雨入渗规律。     

Exploiting historical rainfall and landslide data in a spatial database for the derivation of critical rainfall thresholds

Critical rainfall thresholds for landslides are powerful tools for preventing landslide hazard. The thresholds are commonly estimated empirically starting from rainfall events that triggered landslides in the past. The creation of the appropriate rainfall–landslide database is one of the main efforts in this approach. In fact, an accurate agreement between the landslide and rainfall information, in terms of location and timing, is essential in order to correctly estimate the rainfall–landslide relationships. A further issue is taking into account the average moisture conditions prior the triggering event, which reasonably may be crucial in determining the sufficient amount of precipitation. In this context, the aim of this paper is exploiting historical landslide and rainfall data in a spatial database for the derivation of critical rainfall thresholds for landslide occurrence in Sicily, southern Italy. The hourly rainfall events that caused landslides occurred in the twentieth century were specifically identified and reconstructed. A procedure was proposed to automatically convert rain guages charts recorded on paper tape into digital format and then to provide the cumulative rainfall hyetograph in digital format. This procedure is based on a segmentation followed by signal recognition techniques which allow to digitalize and to recognize the hyetograph automatically. The role of rainfall prior to the landslide events was taken into account by including in the analysis the rainfall occurred 5, 15 and 30 days before each landslide. Finally, cumulated rainfall duration thresholds for different exceedance probability levels were determined. The obtained thresholds resulted in agreement with the regional curves proposed by other authors for the same area; antecedent rainfall turned out to be particularly important in triggering landslides.