Uncertainty propagation in a modelling chain of climate change impact for a representative French drainage site

IF 2.8 3区 环境科学与生态学 Q2 WATER RESOURCES
Alexis Jeantet, G. Thirel, Thibault Lemaitre-Basset, J. Tournebize
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Abstract

ABSTRACT Analysis of the uncertainty propagation along a hydroclimatic modelling chain has been performed by few studies to date on subsurface drainage hydrology. We performed such an analysis in a representative French drainage site. A set of 30 climate projections provided future climatic conditions for three representative concentration pathways (RCPs): RCP2.6, RCP4.5, and RCP8.5. Three hydrological models for drainage systems, MACRO, DRAINMOD for DRAINage MODel, and SIDRA-RU for “SImulation du DRAinage - Réserve Utile” in French, on the three different parameter sets were used to quantify uncertainties from hydrological components. Results showed that the RCP contribution to total uncertainty reaches almost 40% for air temperature, does not exceed 15% for precipitation, and is almost negligible for hydrological indicators (HIs). The main source of uncertainty comes from the climate models, representing 50–90% of the total uncertainty. The contribution of the hydrological components (models and parameter sets) to the HI uncertainty is almost negligible too, not exceeding 5%.
法国一个有代表性的排水点的气候变化影响建模链中的不确定性传播
迄今为止,很少有关于地下排水水文的研究对沿着水文气候模拟链的不确定性传播进行了分析。我们在法国一个具有代表性的排水场地进行了这样的分析。通过30个气候预估,为RCP2.6、RCP4.5和RCP8.5这3种具有代表性的浓度路径提供了未来气候条件。在三个不同的参数集上,使用了三个排水系统的水文模型,MACRO,排水模型的排水模式和SIDRA-RU的“模拟du排水- r服务Utile”,以量化水文成分的不确定性。结果表明,RCP对总不确定性的贡献在气温中接近40%,在降水中不超过15%,在水文指标(HIs)中几乎可以忽略不计。不确定性的主要来源来自气候模式,占总不确定性的50-90%。水文分量(模型和参数集)对HI不确定性的贡献也几乎可以忽略不计,不超过5%。
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来源期刊
CiteScore
6.60
自引率
11.40%
发文量
144
审稿时长
9.8 months
期刊介绍: Hydrological Sciences Journal is an international journal focused on hydrology and the relationship of water to atmospheric processes and climate. Hydrological Sciences Journal is the official journal of the International Association of Hydrological Sciences (IAHS). Hydrological Sciences Journal aims to provide a forum for original papers and for the exchange of information and views on significant developments in hydrology worldwide on subjects including: Hydrological cycle and processes Surface water Groundwater Water resource systems and management Geographical factors Earth and atmospheric processes Hydrological extremes and their impact Hydrological Sciences Journal offers a variety of formats for paper submission, including original articles, scientific notes, discussions, and rapid communications.
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