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Early Flash Flood Warning: A Feasibility Study with a Distributed Hydrological Model and Threshold Exceedance

机译:早期山洪预警:具有分布式水文模型和阈值超标的可行性研究

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摘要

In Mediterranean Europe, flash flooding is one of the most devastating hazards in terms of loss of human life and infrastructures. Over the last two decades, flash floods have caused damage costing a billion Euros in France alone. One of the problems of flash floods is that warning times are very short, leaving typically only a few hours for civil protection services to act. This study investigates if operationally available short-range numerical weather forecasts together with a rainfall-runoff model can be used for early indication of the occurrence of flash floods.One of the challenges in flash flood forecasting is that the watersheds are typically small, and good observational networks of both rainfall and discharge are rare. Therefore, hydrological models are difficult to calibrate and the simulated river discharges cannot always be compared with ground measurements. The lack of observations in most flash flood prone basins, therefore, necessitates the development of a method where the excess of the simulated discharge above a critical threshold can provide the forecaster with an indication of potential flood hazard in the area, with lead times of the order of weather forecasts.This report is focused on four case studies in Mediterranean part of Europe: i) The September 2002-flash flood event in the Cévennes-Vivarais region in the Southeast of the Massif Central in France, a region known for devastating flash flood; ii) the August 2003-flash flood event in both Fella subcatchment of Tagliamento watershed and upstream part of Isonzo river basin, iii) the October 2006-flash flood event in Isonzo river basin and iv) the September 2007-flash flood event in Upper Sava river basin in Slovenia. The French case study is described in more detail with the principles and methodologies being explained that are then applied to the remaining three case studies. Also, there were more data available for the 1st case study.The critical aspects of using numerical weather forecasting for flash flood forecasting are being described together with the threshold ¿ exceedance approach previously postulated for the European Flood Alert System (EFAS). The short-range weather forecasts, from the Local model of the German national weather service, are driving the LISFLOOD model, a hybrid between conceptual and physically based rainfall-runoff model. Results of the study indicate that high resolution operational weather forecasting combined with a rainfall-runoff model could be useful to determine flash floods more than 24 hours in advance.
机译:在地中海欧洲,就人类生命和基础设施的丧失而言,山洪是最严重的危害之一。在过去的二十年中,山洪暴发仅在法国就造成了十亿欧元的损失。洪水泛滥的问题之一是预警时间非常短,民防部门通常只需要几个小时就能采取行动。这项研究调查了可操作的短期数值天气预报以及降雨径流模型是否可以用于早期指示山洪暴发的发生。山洪暴发预报的挑战之一是流域通常很小且良好降雨和流量观测网络很少。因此,水文模型难以校准,模拟的河流流量无法始终与地面测量结果进行比较。因此,在大多数山洪易发地区缺乏观测资料,因此有必要开发一种方法,在该方法中,超出临界阈值的模拟流量超出部分可以为预报员提供该地区潜在的洪灾危险的指示,包括提前期。天气预报的顺序。本报告重点关注欧洲地中海部分地区的四个案例研究:i)2002年9月在法国Massif Central东南部Cévennes-Vivarais地区发生的山洪暴发,该地区以毁灭性的山洪而闻名洪水; ii)2003年8月在Tagliamento流域的Fella子汇水区和Isonzo流域的上游发生洪水事件; iii)2006年10月在Isonzo流域发生的洪水事件; iv)2007年9月发生在上萨瓦省的洪水事件斯洛文尼亚的河流盆地。详细介绍了法国的案例研究,并解释了原理和方法,然后将其应用于其余三个案例研究。同样,有更多的数据可用于第一个案例研究。描述了将数字天气预报用于山洪预报的关键方面,以及先前为欧洲洪水预警系统(EFAS)设定的阈值-超出方法。来自德国国家气象局的Local模型的短期天气预报正在推动LISFLOOD模型的发展,LISFLOOD模型是概念性降雨和基于物理的降雨径流模型之间的混合体。研究结果表明,高分辨率的运行天气预报与降雨径流模型相结合,可能有助于提前24小时确定山洪暴发。

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