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Climate model uncertainty versus conceptual geological uncertainty in hydrological modeling

机译:水文建模的气候模型不确定性与概念地质不确定性

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Projections of climate change impact are associated with a cascade of uncertainties including in CO2 emission scenarios, climate models, downscaling and impact models. The relative importance of the individual uncertainty sources is expected to depend on several factors including the quantity that is projected. In the present study the impacts of climate model uncertainty and geological model uncertainty on hydraulic head, stream flow, travel time and capture zones are evaluated. Six versions of a physically based and distributed hydrological model, each containing a unique interpretation of the geological structure of the model area, are forced by 11 climate model projections. Each projection of future climate is a result of a GCM–RCM model combination (from the ENSEMBLES project) forced by the same CO2 scenario (A1B). The changes from the reference period (1991–2010) to the future period (2081–2100) in projected hydrological variables are evaluated and the effects of geological model and climate model uncertainties are quantified. The results show that uncertainty propagation is context-dependent. While the geological conceptualization is the dominating uncertainty source for projection of travel time and capture zones, the uncertainty due to the climate models is more important for groundwater hydraulic heads and stream flow.
机译:气候变化影响的预测与级联的不确定性有关,包括CO2发射场景,气候模型,缩小和影响模型。个人不确定性来源的相对重要性预计将取决于包括预计数量的几个因素。在本研究中,评估了气候模型不确定性和地质模型不确定度对液压头,流流,行进时间和捕获区的影响。六个版本的物理基础和分布式水文模型,每个模型都包含了一个独特的诠释了模型区域的地质结构,由11个气候模型预测被迫。未来气候的每个投影都是GCM-RCM模型组合(来自集合项目)的结果,由相同的CO2场景(A1B)强制。评估了投影水文变量的参考期(1991-2010)到未来期间(2081-2100)的变化,并量化了地质模型和气候模型不确定性的影响。结果表明,不确定的传播是依赖于上下文的。虽然地质概念化是用于预测旅行时间和捕获区域的主导的不确定性来源,但由于气候模型引起的不确定性对于地下水液压头和流流程来说更为重要。

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