Arid
DOI10.1016/j.geomorph.2010.12.006
Using PCA to characterize and differentiate loess deposits in Wisconsin and Upper Michigan, USA
Scull, Peter2; Schaetzl, Randall J.1
通讯作者Schaetzl, Randall J.
来源期刊GEOMORPHOLOGY
ISSN0169-555X
出版年2011
卷号127期号:3-4页码:143-155
英文摘要

Data on loess thickness, as well as a variety of particle size fractions, were determined for 875 samples taken from several loess sheets across Wisconsin and Upper Michigan. Because the particle size characteristics of these samples varied widely within and between the loess sheets, we used principal components analysis (PCA) as a way of isolating the major textural components or signals that exist across the various loess sheets. The purpose of this research was to examine and interpret these principal components or particle size signatures, common to the different loesses, in order to better understand the loess sheets’ character, formation mechanisms and likely sources. Our initial assumption - that many of these loesses varied markedly from the classical "silty loess" - was supported by the particle size data and the PCA. Although component I was interpreted as thick, silty loess dominated by medium silts, component 2 was mainly composed of very fine sand and coarse silt and is better viewed as "coarse loess." Components 3 and 4 were less texturally homogeneous and may reflect mixing between the loess and the underlying sediment, especially where the loess is

英文关键词Loess PCA Wisconsin Cover sand Eolian
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000289017200002
WOS关键词UPPER MISSISSIPPI VALLEY ; LATE QUATERNARY LOESS ; CENTRAL UNITED-STATES ; CENTRAL GREAT-PLAINS ; PEORIA-LOESS ; ROXANA SILT ; CHEMICAL-PROPERTIES ; LATE PLEISTOCENE ; GLACIAL LOESS ; DESERT LOESS
WOS类目Geography, Physical ; Geosciences, Multidisciplinary
WOS研究方向Physical Geography ; Geology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/168267
作者单位1.Michigan State Univ, Dept Geog, E Lansing, MI 48824 USA;
2.Colgate Univ, Dept Geog, Hamilton, NY 13346 USA
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Scull, Peter,Schaetzl, Randall J.. Using PCA to characterize and differentiate loess deposits in Wisconsin and Upper Michigan, USA[J],2011,127(3-4):143-155.
APA Scull, Peter,&Schaetzl, Randall J..(2011).Using PCA to characterize and differentiate loess deposits in Wisconsin and Upper Michigan, USA.GEOMORPHOLOGY,127(3-4),143-155.
MLA Scull, Peter,et al."Using PCA to characterize and differentiate loess deposits in Wisconsin and Upper Michigan, USA".GEOMORPHOLOGY 127.3-4(2011):143-155.
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