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Hydrological hysteresis and its value for assessing process consistency in catchment conceptual models

机译:水文滞后及其在流域概念模型中评估过程一致性的价值

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摘要

While most hydrological models reproduce the general flow dynamics, they frequently fail to adequately mimic system-internal processes. In particular, the relationship between storage and discharge, which often follows annual hysteretic patterns in shallow hard-rock aquifers, is rarely considered in modelling studies. One main reason is that catchment storage is difficult to measure, and another one is that objective functions are usually based on individual variables time series (e.g. the discharge). This reduces the ability of classical procedures to assess the relevance of the conceptual hypotheses associated with models. We analysed the annual hysteric patterns observed between stream flow and water storage both in the saturated and unsaturated zones of the hillslope and the riparian zone of a headwater catchment in French Brittany (Environmental Research Observatory ERO AgrHys (ORE AgrHys)). The saturated-zone storage was estimated using distributed shallow groundwater levels and the unsaturated-zone storage using several moisture profiles. All hysteretic loops were characterized by a hysteresis index. Four conceptual models, previously calibrated and evaluated for the same catchment, were assessed with respect to their ability to reproduce the hysteretic patterns. The observed relationship between stream flow and saturated, and unsaturated storages led us to identify four hydrological periods and emphasized a clearly distinct behaviour between riparian and hillslope groundwaters. Although all the tested models were able to produce an annual hysteresis loop between discharge and both saturated and unsaturated storage, the integration of a riparian component led to overall improved hysteretic signatures, even if some misrepresentation remained. Such a system-like approach is likely to improve model selection.
机译:尽管大多数水文模型再现了一般的水流动力学,但它们常常无法充分模拟系统内部的过程。特别是,在建模研究中很少考虑存储和流量之间的关系,该关系通常遵循浅层硬岩含水层中的年度滞后模式。一个主要的原因是集水区的存储很难测量,另一个原因是目标函数通常基于各个变量的时间序列(例如排放量)。这降低了经典程序评估与模型关联的概念假设的相关性的能力。我们分析了在法国布列塔尼的山坡的饱和和非饱和区以及上游水源地的河岸带中,在水流和储水之间观测到的年度滞后模式(环境研究天文台ERO AgrHys(ORE AgrHys))。使用分布的浅层地下水位来估算饱和区的储量,并使用几种湿度曲线来估算不饱和区的储量。所有磁滞回线都由磁滞指数来表征。对四个概念模型进行了评估,这些模型先前针对相同的流域进行了校准和评估,并具有再现滞后模式的能力。观测到的水流与饱和和非饱和储藏之间的关系使我们确定了四个水文时期,并强调了河岸和山坡地下水之间明显不同的行为。尽管所有测试的模型都能够在排放与饱和和非饱和存储之间产生年度滞后回线,但即使仍然存在一些失实陈述,河岸成分的整合也可以总体上改善滞后特征。这种类似于系统的方法可能会改善模型选择。

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