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首页> 外文期刊>Bulletin of engineering geology and the environment >Analyzing grain size distributions with the modal decomposition method: potential for future research in engineering geology
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Analyzing grain size distributions with the modal decomposition method: potential for future research in engineering geology

机译:用模态分解方法分析晶粒尺寸分布:工程地质未来研究的潜力

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Many studies describe soils by their grain/particle size distribution (GSD/PSD). Most samples are poly-disperse collections of solids. A companion article has reviewed earlier methods to fit a GSD: usually, their R-2 value is in the 0.5-0.9 range. A modal decomposition method, MDM, was developed to extract from a GSD its sub-populations or modes, proportions, and specific surface area. This new MDM is easy to use in a spreadsheet and yields a R-2 value typically over 0.999. This article explores the MDM potential for future research in engineering geology. Examples are provided for the accurate mathematical description of the GSD, instead of using a few parameters and adjectives. For stratified formations, the MDM found that their sub-layers respect the usual filter criteria for well-graded or 1-mode soils. For internal erosion, the MDM has made it clear that the usual criteria are not enough and two new criteria seem to be needed, about the d-length over which the GSD slope criterion is not respected and its position. These new results should interest many researchers. In short, the MDM appears as a promising and useful tool for future research in engineering geology because it gives a close-to-perfect fit for the GSD, has the capacity to better define quantitatively a GSD, the capacity to better understand and define the conditions for filtering actions, and for the risk of internal erosion.
机译:许多研究通过颗粒/粒度分布(GSD / PSD)描述了土壤。大多数样品是聚分散的固体收集。伴侣文章已审查了早期的方法以适应GSD:通常,它们的R-2值在0.5-0.9范围内。开发了一种模态分解方法,MDM以从GSD其子群或模式,比例和特定表面积中提取。这种新的MDM易于在电子表格中使用,并产生通常超过0.999的R-2值。本文探讨了工程地质未来研究的MDM潜力。提供了用于GSD的准确数学描述的示例,而不是使用少数参数和形容词。对于分层形成,MDM发现它们的子层尊重良好分级或1模式土壤通常的滤波标准。对于内部侵蚀,MDM明确表示通常的标准是不够的,并且关于GSD斜率标准不尊重的D长度以及其位置,似乎需要两个新标准。这些新结果应该很多研究人员。简而言之,MDM似乎是未来工程地质研究的有希望和有用的工具,因为它为GSD提供了紧密完美的合适,具有更好地定义GSD的能力,更好地理解和定义的能力过滤行动的条件,以及内部侵蚀的风险。

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