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方向性数字地形数据的统计分析 被引量:2
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作者 周访滨 刘学军 《长沙交通学院学报》 2006年第2期20-23,共4页
以坡向数据为例,分析了方向性地形数据的特征,阐述了平均值、标准差的统计机理和方法,定义了坡向标准差的计算公式,并利用VB实现了基于格网数据的统计分析。实例表明,方向性地形数据的平均值和标准差这类统计特征的计算依据传统的统计... 以坡向数据为例,分析了方向性地形数据的特征,阐述了平均值、标准差的统计机理和方法,定义了坡向标准差的计算公式,并利用VB实现了基于格网数据的统计分析。实例表明,方向性地形数据的平均值和标准差这类统计特征的计算依据传统的统计方法会导致错误的结果。 展开更多
关键词 数字地形分析 方向性数据 坡向 统计
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联机手写体识别中的方向性特征
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作者 Claus Bahlmann 莫知(译) 《图象识别与自动化》 2007年第1期23-34,共12页
在模式识别中,重要特征的选择是关键。本文针对统计模型的方向性和线性数据的理论,提出了以方向性特征代替一般的线性特征的方法。然而,单一的线性和方向性数据的组合、多变量概率密度函数等理论得出的结果都不能解决问题。我们用一... 在模式识别中,重要特征的选择是关键。本文针对统计模型的方向性和线性数据的理论,提出了以方向性特征代替一般的线性特征的方法。然而,单一的线性和方向性数据的组合、多变量概率密度函数等理论得出的结果都不能解决问题。我们用一种通用的方法来描述统一的统计模型,确定制约圆周的可变量是很小的。本文提出的联机手写体识别系统采用实际的评估方法,即互换方法,也称为切向倾斜角特征。我们还比较了两种交替模式方法的识别结果,这些结果使识别正确率、计算速度和存贮要求得到了改善。 展开更多
关键词 特征选择 方向性数据 圆周分布 多变量半覆盖高斯分布 联机手写体识别 UNIPEN联机手写体数据
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中国地区工业绿色全要素生产率增长:——基于方向性距离函数的经验分析 被引量:37
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作者 杨文举 龙睿赟 《上海经济研究》 CSSCI 北大核心 2012年第7期3-13,21,共12页
结合方向性距离函数和跨期数据包络分析法,测度绿色全要素生产率增长时尽可能地避免了出现技术倒退结论。中国省份工业的经验分析表明:忽略非期望产出的全要素生产率增长被高估,并混淆了技术进步和技术效率变化的相对贡献;技术无效率普... 结合方向性距离函数和跨期数据包络分析法,测度绿色全要素生产率增长时尽可能地避免了出现技术倒退结论。中国省份工业的经验分析表明:忽略非期望产出的全要素生产率增长被高估,并混淆了技术进步和技术效率变化的相对贡献;技术无效率普遍存在且省际差异和年际波动性大,但这与经济发展水平无关;绿色全要素生产率变化也存在省际差异和年际波动特点,其中技术进步是其增长的主要源泉,而技术效率恶化是其倒退的根本原因;绿色全要素生产率增长存在明显的倒U型趋势和趋同性,而且外资利用印证了"污染天堂"假说。 展开更多
关键词 绿色全要素生产率增长 方向性距离函数跨期数据包络分析 “污染天 堂”假说
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Elastic properties of transversely isotropic rocks containing aligned cracks and application to anisotropy measurement 被引量:4
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作者 Xu Song Su Yuan-Dat Tang Xiao-Ming 《Applied Geophysics》 SCIE CSCD 2020年第2期182-191,314,共11页
Currently,most rock physics models,used for evaluating the elastic properties of cracked or fractured media,take into account the crack properties,but not the background anisotropy.This creats the errors of in the ani... Currently,most rock physics models,used for evaluating the elastic properties of cracked or fractured media,take into account the crack properties,but not the background anisotropy.This creats the errors of in the anisotropy estimates by using fi eld logging data.In this work,based on the scattered wavefi eld theory,a sphere-equivalency method of elastic wave scattering was developed to accurately calculate the elastic properties of a vertical transversely isotropic solid containing aligned cracks.By setting the scattered wavefi eld due to a crack equal to that due to an equivalent sphere,an eff ective elastic stiff ness tensor was derived for the cracked medium.The stability and accuracy of the approach were determined for varying background anisotropy values.The results show that the anisotropy of the eff ective media is aff ected by cracks and background anisotropy for transversely isotropic background permeated by horizontally aligned cracks,especially for the elastic wave propagating along the horizontal direction.Meanwhile,the crack orientation has a signifi cant infl uence on the elastic wave velocity anisotropy.The theory was subsequently applied to model laboratory ultrasonic experimental data for artifi cially cracked samples and to model borehole acoustic anisotropy measurements.After considering the background anisotropy,the model shows an improvement in the agreement between theoretical predictions and measurement data,demonstrating that the present theory can adequately explain the anisotropic characteristics of cracked media. 展开更多
关键词 ANISOTROPY aligned cracks alignment direction elastic wave velocity data processing
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Measurement of Similarity for Spatial Directions Between Areal Objects
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作者 DINGHong GUOQingsheng DUXiaochu 《Geo-Spatial Information Science》 2004年第3期225-230,共6页
Similarity for spatial directions plays an important role in GIS. In this paper, the conventional approaches are analyzed. Based on raster data areal objects, the authors propose two new methods for measuring similari... Similarity for spatial directions plays an important role in GIS. In this paper, the conventional approaches are analyzed. Based on raster data areal objects, the authors propose two new methods for measuring similarity among spatial directions. One is to measure the similarity among spatial directions based on the features of raster data and the changes of distances between spatial objects, the other is to measure the similarity among spatial directions according to the variation of each raster cell centroid angle. The two methods overcome the complexity of measuring similarity among spatial directions with direction matrix model and solve the limitation of small changes in direction. The two methods are simple and have broader applicability. 展开更多
关键词 spatial similarity raster data similarity for spatial directions directionrelations' matrix map generalization
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Central limit theorem for integrated square error of kernel estimators of spherical density 被引量:4
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作者 赵林城 吴成庆 《Science China Mathematics》 SCIE 2001年第4期474-483,共10页
LetX 1,…,X n be iid observations of a random variableX with probability density functionf(x) on the q-dimensional unit sphere Ωq in Rq+1,q ? 1. Let $f_n (x) = n^{ - 1} c(h)\sum\nolimits_{i = 1}^n {K[(1 - x'X_i )... LetX 1,…,X n be iid observations of a random variableX with probability density functionf(x) on the q-dimensional unit sphere Ωq in Rq+1,q ? 1. Let $f_n (x) = n^{ - 1} c(h)\sum\nolimits_{i = 1}^n {K[(1 - x'X_i )/h^2 ]} $ be a kernel estimator off(x). In this paper we establish a central limit theorem for integrated square error off n under some mild conditions. 展开更多
关键词 central limit theorem directional data kernel estimate integrated square error
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ERROR REDUCTION,CONVERGENCE AND OPTIMALITY OF AN ADAPTIVE MIXED FINITE ELEMENT METHOD 被引量:2
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作者 Shaohong DU Xiaoping XIE 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2012年第1期195-208,共14页
This paper proves the error reduction property (saturation property), convergence and optimality of an adaptive mixed finite element method (AMFEM) for the Poisson equation. In each step of AMFEM, the local refine... This paper proves the error reduction property (saturation property), convergence and optimality of an adaptive mixed finite element method (AMFEM) for the Poisson equation. In each step of AMFEM, the local refinement is performed basing on simple either edge-oriented residuals or edge-oriented data oscillations, depending only on the marking strategy, under some restriction of refinement. The main tools used here are the strict discrete local efficiency property given by Carstensen and Hoppe (2006) and the quasi-orthogonality estimate proved by Chen, Holst, and Xu (2009). Numerical experiments fully confirm the theoretical analysis. 展开更多
关键词 AMFEM convergence and optimality discrete upper bound quasi-orthogonality.
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