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Multimodel assessment of climate change-induced hydrologic impacts for a Mediterranean catchment

机译:气候变化对地中海流域水文影响的多模型评估

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This work addresses the impact of climate change on the hydrology of a catchment in the Mediterranean, a region that is highly susceptible to variations in rainfall and other components of the water budget. The assessment is based on a comparison of responses obtained from five hydrologic models implemented for the Rio Mannu catchment in southern Sardinia (Italy). The examined models – CATchment HYdrology (CATHY), Soil and Water Assessment Tool (SWAT), TOPographic Kinematic APproximation and Integration (TOPKAPI), TIN-based Real time Integrated Basin Simulator (tRIBS), and WAter balance SImulation Model (WASIM) – are all distributed hydrologic models but differ greatly in their representation of terrain features and physical processes and in their numerical complexity. After calibration and validation, the models were forced with bias-corrected, downscaled outputs of four combinations of global and regional climate models in a reference (1971–2000) and future (2041–2070) period under a single emission scenario. Climate forcing variations and the structure of the hydrologic models influence the different components of the catchment response. Three water availability response variables – discharge, soil water content, and actual evapotranspiration – are analyzed. Simulation results from all five hydrologic models show for the future period decreasing mean annual streamflow and soil water content at 1?m depth. Actual evapotranspiration in the future will diminish according to four of the five models due to drier soil conditions. Despite their significant differences, the five hydrologic models responded similarly to the reduced precipitation and increased temperatures predicted by the climate models, and lend strong support to a future scenario of increased water shortages for this region of the Mediterranean basin. The multimodel framework adopted for this study allows estimation of the agreement between the five hydrologic models and between the four climate models. Pairwise comparison of the climate and hydrologic models is shown for the reference and future periods using a recently proposed metric that scales the Pearson correlation coefficient with a factor that accounts for systematic differences between datasets. The results from this analysis reflect the key structural differences between the hydrologic models, such as a representation of both vertical and lateral subsurface flow (CATHY, TOPKAPI, and tRIBS) and a detailed treatment of vegetation processes (SWAT and WASIM).
机译:这项工作解决了气候变化对地中海流域水文学的影响,该地区极易受到降雨和水预算其他组成部分变化的影响。该评估基于对从撒丁岛南部(意大利)里约曼努河流域实施的五个水文模型获得的响应进行比较的结果。所研究的模型-CATchment水文(CATHY),土壤和水评估工具(SWAT),TOPographic运动学AP近似和积分(TOPKAPI),基于TIN的实时综合盆地仿真器(tRIBS)和WAter平衡模拟模型(WASIM)–所有分布式水文模型,但在地形特征和物理过程的表示以及数值复杂性上都存在很大差异。经过校准和验证后,在单个排放情景下,在参考期(1971-2000年)和未来期(2041-2070年)内,对全球和区域气候模型的四个组合进行偏倚校正的,按比例缩小的输出模型。强迫气候的变化和水文模型的结构影响流域响应的不同组成部分。分析了三个可用水量响应变量-排放量,土壤含水量和实际蒸散量。来自所有五个水文模型的模拟结果表明,未来一段时间内,平均年流量和1?m深度的土壤含水量将减少。根据五种模式中的四种,由于土壤条件较干燥,未来的实际蒸散量将减少。尽管这五个水文模型存在显着差异,但它们对气候模型预测的降水减少和温度升高的反应相似,并为地中海盆地该地区未来水资源短缺加剧的情况提供了有力支持。本研究采用的多模型框架允许估算五个水文模型之间以及四个气候模型之间的一致性。使用最近提出的度量标准来显示参考和未来时期的气候模型和水文模型的成对比较,该度量标准通过考虑数据集之间系统差异的因子来缩放皮尔逊相关系数。分析的结果反映了水文模型之间的关键结构差异,例如垂直和横向地下水流(CATHY,TOPKAPI和tRIBS)的表示以及植被过程的详细处理(SWAT和WASIM)。

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