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Uncertainty in urban flood damage assessment due to urban drainage modelling and depth-damage curve estimation.

机译:由于城市排水模型和深度-破坏曲线的估计,城市洪水破坏评估的不确定性。

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摘要

Due to the increased occurrence of flooding events in urban areas, many procedures for flood damage quantification have been defined in recent decades. The lack of large databases in most cases is overcome by combining the output of urban drainage models and damage curves linking flooding to expected damage. The application of advanced hydraulic models as diagnostic, design and decision-making support tools has become a standard practice in hydraulic research and application. Flooding damage functions are usually evaluated by a priori estimation of potential damage (based on the value of exposed goods) or by interpolating real damage data (recorded during historical flooding events). Hydraulic models have undergone continuous advancements, pushed forward by increasing computer capacity. The details of the flooding propagation process on the surface and the details of the interconnections between underground and surface drainage systems have been studied extensively in recent years, resulting in progressively more reliable models. The same level of was advancement has not been reached with regard to damage curves, for which improvements are highly connected to data availability; this remains the main bottleneck in the expected flooding damage estimation. Such functions are usually affected by significant uncertainty intrinsically related to the collected data and to the simplified structure of the adopted functional relationships. The present paper aimed to evaluate this uncertainty by comparing the intrinsic uncertainty connected to the construction of the damage-depth function to the hydraulic model uncertainty. In this way, the paper sought to evaluate the role of hydraulic model detail level in the wider context of flood damage estimation. This paper demonstrated that the use of detailed hydraulic models might not be justified because of the higher computational cost and the significant uncertainty in damage estimation curves. This uncertainty occurs mainly because a large part of the total uncertainty is dependent on depth-damage curves. Improving the estimation of these curves may provide better results in term of uncertainty reduction than the adoption of detailed hydraulic models.
机译:由于城市地区洪灾事件的发生率越来越高,最近几十年来已经定义了许多洪灾破坏量化方法。在大多数情况下,缺少大型数据库的方法是将城市排水模型的输出与将洪水与预期破坏联系起来的破坏曲线相结合。先进的水力模型作为诊断,设计和决策支持工具的应用已成为水力研究和应用中的标准实践。通常通过对潜在破坏的先验估计(基于暴露货物的价值)或通过内插真实破坏数据(在历史洪水事件期间记录的)来评估洪水破坏函数。随着计算机能力的提高,水力模型不断发展。近年来,地表洪水泛滥过程的细节以及地下和地表排水系统之间的互连的细节已经得到了广泛的研究,从而形成了越来越可靠的模型。损害曲线没有达到相同的进步水平,其改善与数据可用性密切相关;这仍然是预期洪灾损害估算中的主要瓶颈。这些功能通常受与收集的数据和采用的功能关系的简化结构内在相关的重大不确定性的影响。本文旨在通过将与损伤深度函数的构造有关的内在不确定性与水力模型不确定性进行比较来评估该不确定性。通过这种方式,本文力图评估水力学模型详细程度在洪灾破坏评估的更广泛背景下的作用。本文表明,由于较高的计算成本和损伤估计曲线的显着不确定性,使用详细的水力模型可能不合理。这种不确定性的发生主要是因为总不确定性的很大一部分取决于深度-损伤曲线。与采用详细的水力模型相比,就减少不确定性而言,改善这些曲线的估计可能会提供更好的结果。

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