连续小波变换量化岩石物性小尺度旋回一种应用于潜在核废料处置库的新方法,匈牙利西南部

IF 1.1 4区 地球科学 Q3 GEOLOGY
Saja Mohammad Abutaha, Janos Geiger, Ferenc Fedor, Sandor Gulyas
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引用次数: 0

摘要

应用连续小波变换(CWT)研究了渤大粘土岩组5 m粉砂质粘土岩岩心样品孔隙度分布模式的小尺度重复振荡特征。我们将不均匀深度分布上体素孔隙度平均值的波动作为不均匀时间间隔上的信号来处理。小波分析的优势在于能够详细地研究信号的波动,即小波变换允许在时间(深度域)和频率(频域)上对循环属性序列进行自动定位。据此,识别出三个主要的频率分支(周期):小尺度(5、6.67和11 cm)、中尺度(20、30 cm)和大尺度(66.67 cm)。根据CWT系数大小图,我们能够根据深度变量检测孔隙度振荡的发展。因此,在整个岩心样品中可以看到小规模的循环。中尺度旋回在岩心上部较强,向深部逐渐减弱,下部以大旋回为主。孔隙度和岩石形成成分的小波系数相互关联,可以详细研究这些参数随时间变化的相互依赖性。在零滞后处有明显的峰,表明实测的小波系数序列是同时相关的;它们强烈的正相关性表明,这两个检验序列对其他外源因素的反应相似且同时。结果强调,孔隙度的周期性波动在所有尺度上都与三个主要因素有关;沉积物沉积、成岩作用和构造变形(即卷曲层状)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Continuous Wavelet Transformation to Quantify small-scale Cycles of Petrophysical Properties; a New Approach Applied in a Potential Disposal Repository of Nuclear Waste, SW Hungary
Continuous Wavelet Transformation (CWT) was applied to study the small-scale repetitive oscillations of porosity distribution patterns in a 5 m silty-claystone core sample of the Boda Claystone Formation. We handled the fluctuations in voxel porosity averages over unequal depth distributions as signals over uneven time intervals. The strength of wavelet analysis lies in the ability to study the fluctuation of a signal in detail, i.e., the wavelet transforms permit automatic localization of the cyclic attributes' sequences both in time (the depth domain) and according to their frequency (the frequency domain). Thereupon, three main frequency branches (cycles) were discerned: small scale (5, 6.67, and 11 cm), intermediate scale (20, 30 cm), and large scale (66.67 cm). Depending on the CWT coefficients magnitude plot, we were able to detect the developments of porosity oscillation according to the depth variable. Thus, small-scale cycles were seen throughout the core sample., the intermediate-scale cycles were strong in the upper parts of the core sample and dwindled toward greater depths, and the large cycle was predominant in the lower part of the core sample. The cross-correlation of the wavelet coefficients of porosity and rock-forming components allows a detailed study of the inter-dependence of such parameters as their relationship changes over time. The distinct peaks at zero lag indicates that the measured wavelet coefficient series were contemporaneously correlated; their strong positive correlations suggest that both examined series respond similarly and simultaneously to other exogenous factors. The results emphasize that cyclical porosity fluctuations at all scales would concern three main factors; sediment deposition, diagenetic processes, and structural deformation (i.e., convolute laminations).
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来源期刊
Geologia Croatica
Geologia Croatica GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
2.90
自引率
23.10%
发文量
35
审稿时长
>12 weeks
期刊介绍: Geologia Croatica welcomes original scientific papers dealing with diverse aspects of geology and geological engineering, the history of the Earth, and the physical changes that the Earth has undergone or it is undergoing. The Journal covers a wide spectrum of geology disciplines (palaeontology, stratigraphy, mineralogy, sedimentology, petrology, geochemistry, structural geology, karstology, hydrogeology and engineering geology) including pedogenesis, petroleum geology and environmental geology. Papers especially concerning the Pannonian Basin, Dinarides, the Adriatic/Mediterranean region, as well as notes and reviews interesting to a wider audience (e.g. review papers, book reviews, and notes) are welcome.
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