Model Validation and Sensitivity Analysis of Coupled Non‐Equilibrium Heat and Mass Transfer in Porous Media With Application to Evaporation From Bare Soils

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
Ashkan Talebi, Brent E. Sleep, Denis M. O'Carroll
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Abstract

Abstract Mathematical models in engineering play an important role in understanding and predicting the behavior of a system. A mechanistic coupled liquid water, water vapor and heat transfer model incorporating kinetic phase change accounting for real‐time interfacial area between water and gas phases was developed to predict coupled subsurface processes and evaporation (drying) rates from bare soils. To enhance the model capability to predict evaporation rates, the air resistance associated with the viscous sublayer was implemented in energy and mass exchange across the soil‐air interface (the land‐atmosphere boundary condition [BC]). The atmospheric stability condition was also considered in the calculation of sensible heat and vapor fluxes at the ground surface. This comprehensive model was validated against measured field data from bare soil test plots from a green roof study, during temperate summer conditions in Canada, demonstrating that the model captured the main coupled processes in the subsurface of bare soil during drying periods. A sensitivity analysis was performed to determine the importance of various components of the comprehensive model. Removal of viscous sublayer resistance in the vapor transfer BC resulted in poorer predictions of evaporation (drying) rates. Incorporating the atmospheric stability function accounting for real‐time atmospheric conditions did not improve the predictive capability for the simulated drying events compared to the case when only a neutral atmospheric condition was implemented. Neglecting heat transfer associated with hydrodynamic dispersion of water vapor in the subsurface had limited impact on subsurface temperature predictions.
多孔介质非平衡传热传质耦合模型验证及灵敏度分析及裸土蒸发
数学模型在理解和预测系统行为方面起着重要的作用。建立了一个机械耦合的液态水、水蒸气和热传递模型,该模型结合了考虑水和气相之间实时界面面积的动力学相变,用于预测裸露土壤的耦合地下过程和蒸发(干燥)速率。为了提高模型预测蒸发速率的能力,我们在土壤-空气界面(陆地-大气边界条件[BC])的能量和质量交换中引入了与粘性亚层相关的空气阻力。在计算地表感热通量和水汽通量时,还考虑了大气稳定性条件。在加拿大温带夏季条件下,该综合模型与绿色屋顶裸土试验田的实测数据进行了验证,表明该模型捕获了干燥期间裸土地下的主要耦合过程。进行敏感性分析以确定综合模型中各组成部分的重要性。在蒸汽转移BC中去除粘性亚层阻力导致较差的蒸发(干燥)速率预测。与只采用中性大气条件的情况相比,考虑实时大气条件的大气稳定性函数并没有提高模拟干燥事件的预测能力。忽略与地下水蒸气流体动力分散相关的传热对地下温度预测的影响有限。
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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