Modelling the regional sensitivity of snowmelt, soil moisture, and streamflow generation to climate over the Canadian Prairies using a basin classification approach

IF 5.7 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Hydrology and Earth System Sciences Pub Date : 2023-10-09 DOI:10.5194/hess-27-3525-2023
Zhihua He, Kevin Shook, Christopher Spence, John W. Pomeroy, Colin Whitfield
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Abstract

Abstract. This study evaluated the effects of climate perturbations on snowmelt, soil moisture, and streamflow generation in small Canadian Prairies basins using a modelling approach based on classification of basin biophysical characteristics. Seven basin classes that encompass the entirety of the Prairies Ecozone in Canada were determined by cluster analysis of these characteristics. Individual semi-distributed virtual basin (VB) models representing these classes were parameterized in the Cold Regions Hydrological Model (CRHM) platform, which includes modules for snowmelt and sublimation, soil freezing and thawing, actual evapotranspiration (ET), soil moisture dynamics, groundwater recharge, and depressional storage dynamics including fill and spill runoff generation and variable connected areas. Precipitation (P) and temperature (T) perturbation scenarios covering the range of climate model predictions for the 21st century were used to evaluate climate sensitivity of hydrological processes in individual land cover and basin types across the Prairies Ecozone. Results indicated that snow accumulation in wetlands had a greater sensitivity to P and T than that in croplands and grasslands in all basin types. Wetland soil moisture was also more sensitive to T than the cropland and grassland soil moisture. Jointly influenced by land cover distribution and local climate, basin-average snow accumulation was more sensitive to T in the drier and grassland-characterized basins than in the wetter basins dominated by cropland, whilst basin-average soil moisture was most sensitive to T and P perturbations in basins typified by pothole depressions and broad river valleys. Annual streamflow had the greatest sensitivities to T and P in the dry and poorly connected Interior Grasslands (See Fig. 1) basins but the smallest in the wet and well-connected Southern Manitoba basins. The ability of P to compensate for warming-induced reductions in snow accumulation and streamflow was much higher in the wetter and cropland-dominated basins than in the drier and grassland-characterized basins, whilst decreases in cropland soil moisture induced by the maximum expected warming of 6 ∘C could be fully offset by a P increase of 11 % in all basins. These results can be used to (1) identify locations which had the largest hydrological sensitivities to changing climate and (2) diagnose underlying processes responsible for hydrological responses to expected climate change. Variations of hydrological sensitivity in land cover and basin types suggest that different water management and adaptation methods are needed to address enhanced water stress due to expected climate change in different regions of the Prairies Ecozone.
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利用流域分类方法模拟加拿大大草原上融雪、土壤湿度和河流生成对气候的区域敏感性
摘要本研究利用基于流域生物物理特征分类的建模方法,评估了气候扰动对加拿大小草原流域融雪、土壤湿度和河流生成的影响。通过对这些特征的聚类分析,确定了涵盖加拿大整个草原生态区的七个盆地类别。代表这些类别的单个半分布式虚拟流域(VB)模型在寒区水文模型(CRHM)平台中进行了参数化,该模型包括融雪和升华、土壤冻结和融化、实际蒸散发(ET)、土壤水分动态、地下水补给和洼地储存动态(包括填溢径流生成和可变连接区域)模块。利用覆盖21世纪气候模式预测范围的降水(P)和温度(T)扰动情景,评估了草原生态区各土地覆盖和流域类型水文过程的气候敏感性。结果表明,在所有流域类型中,湿地积雪对磷、T的敏感性均高于农田和草地。湿地土壤水分对T的敏感性也高于农田和草地土壤水分。在土地覆盖分布和局地气候的共同影响下,以干旱和草地为特征的流域平均积雪量对T的敏感性高于以农田为特征的湿润流域,而以坑洼和宽阔河谷为特征的流域平均土壤湿度对T和P的扰动最为敏感。在干旱且连通性差的内陆草原流域(见图1),年流量对T和P的敏感性最大,而在湿润且连通性好的南马尼托巴盆地,年流量对T和P的敏感性最小。在湿润和以农田为主的流域,磷对变暖导致的积雪和水流减少的补偿能力要比干旱和以草地为特征的流域高得多,而6°C最大预期升温引起的耕地土壤水分减少可以被所有流域增加11%的磷所完全抵消。这些结果可用于(1)确定对气候变化水文敏感性最大的地点;(2)诊断对预期气候变化水文响应的潜在过程。土地覆盖和流域类型水文敏感性的变化表明,需要采取不同的水资源管理和适应方法来应对草原生态区不同地区因预期气候变化而加剧的水资源压力。
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来源期刊
Hydrology and Earth System Sciences
Hydrology and Earth System Sciences 地学-地球科学综合
CiteScore
10.10
自引率
7.90%
发文量
273
审稿时长
15 months
期刊介绍: Hydrology and Earth System Sciences (HESS) is a not-for-profit international two-stage open-access journal for the publication of original research in hydrology. HESS encourages and supports fundamental and applied research that advances the understanding of hydrological systems, their role in providing water for ecosystems and society, and the role of the water cycle in the functioning of the Earth system. A multi-disciplinary approach is encouraged that broadens the hydrological perspective and the advancement of hydrological science through integration with other cognate sciences and cross-fertilization across disciplinary boundaries.
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