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Investigating the dynamics of bulk snow density in dry and wet conditions using a one-dimensional model

机译:使用一维模型调查在干燥和潮湿条件下的大雪密度动态

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The snowpack is a complicated multiphase mixture with mechanical, hydraulic, and thermal properties highly variable during the year in response to climatic forcings. Bulk density is a macroscopic property of the snowpack used, together with snow depth, to quantify the water stored. In seasonal snowpacks, the bulk density is characterized by a strongly non-linear behaviour due to the occurrence of both dry and wet conditions. In the literature, bulk snow density estimates are obtained principally with multiple regressions, and snowpack models have put the attention principally on the snow depth and snow water equivalent. Here a one-dimensional model for the temporal dynamics of the snowpack, with particular attention to the bulk snow density, has been proposed, accounting for both dry and wet conditions. The model represents the snowpack as a two-constituent mixture a dry part including ice structure, and air; and a wet part constituted by liquid water. It describes the dynamics of three variables the depth and density of the dry part and the depth of liquid water. The model has been calibrated and validated against hourly data registered at three SNOTEL stations, western US, with mean values of the Nasha??Sutcliffe coefficient ≈0.73a??0.97 in the validation period.
机译:积雪是一种复杂的多相混合物,其机械,水力和热学特性在一年中会因气候强迫而变化很大。堆积密度是所用积雪的宏观特性,与积雪深度一起用来量化所存储的水量。在季节性积雪中,由于干湿条件的出现,堆密度的特征是强烈的非线性行为。在文献中,主要通过多元回归获得大雪密度估计值,而积雪模型主要将注意力放在雪深和雪水当量上。在此提出了一种针对雪堆时间动态的一维模型,其中特别关注了大雪密度,其中考虑了干燥和潮湿条件。该模型将雪堆表示为包含冰结构和空气的干燥部分的两成分混合物。湿部由液态水构成。它描述了三个变量的动力学,即干燥部分的深度和密度以及液态水的深度。该模型已针对在美国西部三个SNOTEL站登记的每小时数据进行了校准和验证,验证期间的Nasha ?? Sutcliffe系数≈ 0.73a ?? 0.97的平均值。

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