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More than 5000 km3 of nearly compositionally homogeneous crystal-richdacite (  相似文献   
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Regularized discriminant analysis has proven to be a most effective classifier for problems wheretraditional classifiers fail because of a lack of sufficient training samples,as is often the case in high-dimensional settings.However,it has been shown that the model selection procedure of regularizeddiscriminant analysis,determining the degree of regularization,has some deficiencies associated with it.We propose a modified model selection procedure based on a new appreciation function.By means ofan extensive simulation it was shown that the new model selection procedure performs better than theoriginal one.We also propose that one of the control parameters of regularized discriminant analysis beallowed to take on negative values.This extension leads to an improved performance in certain situations.The results are confirmed using two chemical data sets.  相似文献   
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Needle fibre calcite is one of the most ubiquitous habits of calcite in vadose environments (caves deposits, soil pores, etc.). Its origin, either through inorganic, indirect or direct biological processes, has long been debated. In this study, investigations at 11 sites in Europe, Africa and Central America support arguments for its biogenic origin. The wide range of needle morphologies is the result of a gradual evolution of the simplest type, a rod. This rod is the elementary brick which, by aggregation and welding, builds more complex needles. The absence of cross‐welded needles implies that they are welded in a mould, or under a longitudinal and unidirectional constraint, before being released inside the soil pores. The difference between the lengthening of the needles and the c axis can be explained by the existence of needles observed under a scanning electron microscope in organic sleeves, which can act as a mould during rod growth. Complex morphologies with epitaxial outgrowths on straight rods cannot have grown entirely inside organic microtubes; they must result from soil diagenesis after the release of straight rods in a soil‐free medium. Whisker crystals are interpreted as the result of growth and coalescence of euhedral crystals on a rod. Rhomb chains are considered to be the consequence of successive epitaxial growth steps on a needle during variations in growth conditions. Isotopic signatures for needle fibre calcite vary from ?16·63‰ to +1·10‰ and from ?8·63‰ to ?2·25‰ for δ13C and δ18O, respectively. The absence of high δ18O values for needle fibre calcite precludes a purely physicochemical origin (evaporative) for this particular habit of calcite. As epitaxial growth cannot precipitate in the same conditions as initial needles, needle fibre calcite stable isotopic signatures should be used with caution as a proxy for palaeoenvironmental reconstructions. In addition, it is suggested that the term needle fibre calcite should be kept for the original biogenic form. The other habit should be referred to as epitaxial forms of needle fibre calcite.  相似文献   
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A basanite dyke in the Kerguelen Archipelago contains abundantcomposite mantle xenoliths consisting of spinel-bearing dunitescross-cut by amphibole-rich veins. Two types of veins (thickand thin) have been distinguished: the thick veins representalmost complete crystallization products of highly alkalinemelts similar to the host basanites, whereas thin veins areprecipitates from fractionates of the parental melts to thethick veins. These fractionated fluids are enriched in H2O relativeto the parental melts. The amphiboles in the thin veins arelower in Ti and higher in Nb, Ta, Zr and Hf than amphibolesin the thick veins. This fractionation of high field strengthelements (HFSE) is consistent with a combination of the changingcomposition of the fractionated fluids and the change in intrinsicamphibole–fluid partition coefficients for HFSE in fluidswith higher aH2O and lower aTiO2. The trace element contentof amphiboles disseminated in dunitic wall-rocks is closelyrelated to the composition of adjacent veins and thus theseamphiboles are precipitates from fluids percolating into thedunite from the veins. Disseminated amphibole reflects the compositionof the percolating melt, which is similar to that of the associatedveins. KEY WORDS: mantle amphibole; Kerguelen; HFSE fractionation; mantle HFSE; mantle xenoliths  相似文献   
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