...
首页> 外文期刊>Natural hazards and earth system sciences >Assessing the performance of regional landslide early warning models: the EDuMaP method
【24h】

Assessing the performance of regional landslide early warning models: the EDuMaP method

机译:评估区域滑坡预警模型的性能:EDuMaP方法

获取原文

摘要

A schematic of the components of regional early warning systems forrainfall-induced landslides is herein proposed, based on a clear distinctionbetween warning models and warning systems. According to this framework anearly warning system comprises a warning model as well as a monitoring andwarning strategy, a communication strategy and an emergency plan. The paperproposes the evaluation of regional landslide warning models by means of anoriginal approach, called the "event, duration matrix,performance"?(EDuMaP) method, comprising three successive steps:identification and analysis of the events, i.e.,?landslide events andwarning events derived from available landslides and warnings databases;definition and computation of a duration matrix, whose elementsreport the time associated with the occurrence of landslide events inrelation to the occurrence of warning events, in their respective classes;evaluation of the early warning model performance by means ofperformance criteria and indicators applied to the duration matrix. Duringthe first step the analyst identifies and classifies the landslide andwarning events, according to their spatial and temporal characteristics, bymeans of a number of model parameters. In the second step, the analystcomputes a time-based duration matrix with a number of rows and columnsequal to the number of classes defined for the warning and landslide events,respectively. In the third step, the analyst computes a series of modelperformance indicators derived from a set of performance criteria, whichneed to be defined by considering, once again, the features of the warningmodel. The applicability, potentialities and limitations of the EDuMaPmethod are tested and discussed using real landslides and warning data fromthe municipal early warning system operating in Rio de Janeiro (Brazil).
机译:基于预警模型和预警系统之间的明显区别,本文提出了降雨诱发的滑坡区域预警系统的组成示意图。根据该框架,预警系统包括预警模型以及监视和警告策略,通信策略和应急计划。本文提出了一种基于原始方法的区域滑坡预警模型评价方法,即“事件,持续时间矩阵,绩效”(EDuMaP)方法,该方法包括三个连续步骤:对事件进行识别和分析,即滑坡事件和警告事件。衍生自可用的滑坡和预警数据库;持续时间矩阵的定义和计算,其持续时间矩阵的元素报告与滑坡事件发生相关的时间与预警事件的发生相关的时间;在各自的类别中;通过绩效评估预警模型的绩效适用于持续时间矩阵的标准和指标。在第一步中,分析人员根据滑坡和预警事件的空间和时间特征,通过许多模型参数对其进行识别和分类。在第二步中,分析人员计算一个基于时间的持续时间矩阵,该矩阵的行数和列数分别等于针对警告和滑坡事件定义的类别数。在第三步中,分析人员计算从一组性能标准得出的一系列模型性能指标,这些指标必须通过再次考虑警告模型的特征进行定义。使用真实的滑坡和来自巴西里约热内卢运行的市政预警系统的预警数据,对EDuMaP方法的适用性,潜力和局限性进行了测试和讨论。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号