将实验室和现场实验与数值模型相结合,探索层状火成岩土壤的水文动态

IF 3.2 3区 地球科学 Q1 Environmental Science Hydrological Processes Pub Date : 2024-08-08 DOI:10.1002/hyp.15257
Riccardo Busti, Giovanna Capparelli, Giuseppe Formetta
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引用次数: 0

摘要

降雨入渗对土壤的近地表响应起着至关重要的作用,会影响其他水文过程(如地表和地下径流、地下水动态),从而决定水文地质风险评估和水资源管理政策。在本研究中,我们结合实地测量数据、实验室物理模型观测结果和三维物理水文模型,研究了意大利南部坎帕尼亚地区火成岩土壤的渗透过程。首先,我们根据渗透测试期间在层状火成岩沉积物的小型水槽中多个点测得的土壤孔隙水压力和土壤湿度对数值模型进行了验证。其目的是:(i) 了解和再现层状火山碎屑斜坡渗透的物理过程;(ii) 评估模型再现测量数据和观测到的地下流动模式及饱和机制的能力。其次,我们在采集土壤样本的实际地点建立模型,模拟山坡的三维水文响应。目的是了解实地观测所捕捉到的水文过程动态并建立模型,解释 2 年降水过程中不同地层水量的重新分配。对于这两项应用,都进行了蒙特卡罗分析,以考虑水文参数的不确定性。结果表明,该模型在两种应用中都能再现观测结果,实验室中压力和土壤水分数据的平均 KGE 分别为 0.84 和 0.68,而实际现场的平均 KGE 分别为 0.83 和 0.55。我们的研究结果意义重大,不仅因为它们为了解和模拟层状火成岩斜坡的渗透过程提供了见解,还因为它们可以为改进地质灾害评估系统提供依据,而地质灾害评估系统预计会越来越完善,特别是在气候变暖的背景下。
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Exploring hydrological dynamics of layered pyroclastic soils by combining laboratory and field experiments with a numerical model

Rainfall infiltration plays a crucial role in the near-surface response of soils, influencing other hydrological processes (such as surface and subsurface runoff, groundwater dynamics), and thus determining hydro-geomorphological risk assessment and the water resources management policies. In this study, we investigate the infiltration processes in pyroclastic soils of the Campania region, Southern Italy, by combining measured in situ data, physical laboratory model observations and a 3D physically based hydrological model. First, we validate the numerical model against the soil pore water pressure and soil moisture measured at several points in a small-scale flume of a layered pyroclastic deposit during an infiltration test. The objective is to (i) understand and reproduce the physical processes involved in infiltration in layered volcanoclastic slope and (ii) evaluate the ability of the model to reproduce the measured data and the observed subsurface flow patterns and saturation mechanism. Second, we setup the model on the real site where soil samples were collected and simulate the 3D hydrological response of the hillslope. The aim is to understand and model the dynamics of hydrological processes captured by the field observations and explain the redistribution of water in different layers during 2 years of precipitation. For both applications, a Monte Carlo analysis has been performed to account for the hydrological parameter uncertainty. Results show the capability of the model to reproduce the observations in both applications, with mean KGE of 0.84 and 0.68 for pressure and soil moisture data in the laboratory, and 0.83 and 0.55 in the real site. Our results are significant not only because they provide insight into understanding and simulating infiltration processes in layered pyroclastic slopes but also because they may provide the basis for improving geohazard assessment systems, which are expected to increase, especially in the context of a warming climate.

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来源期刊
Hydrological Processes
Hydrological Processes 环境科学-水资源
CiteScore
6.00
自引率
12.50%
发文量
313
审稿时长
2-4 weeks
期刊介绍: Hydrological Processes is an international journal that publishes original scientific papers advancing understanding of the mechanisms underlying the movement and storage of water in the environment, and the interaction of water with geological, biogeochemical, atmospheric and ecological systems. Not all papers related to water resources are appropriate for submission to this journal; rather we seek papers that clearly articulate the role(s) of hydrological processes.
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