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Ground roll wave suppression based on wavelet frequency division and radial trace transform 被引量:1
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作者 王万里 杨午阳 +1 位作者 魏新建 何欣 《Applied Geophysics》 SCIE CSCD 2017年第1期96-104,190,共10页
Ground roll waves interfere with seismic data. The suppression of ground roll waves based on the division of wavelet frequencies considers the low-frequency characteristics of ground roll waves. However, this method w... Ground roll waves interfere with seismic data. The suppression of ground roll waves based on the division of wavelet frequencies considers the low-frequency characteristics of ground roll waves. However, this method will not be effective when the ground roll wave and the effective signal have the same frequency bands because of overlapping. The radial trace transform (RTT) considers the apparent velocity difference between the effective signal and the ground roll wave to suppress the latter, but affects the low-frequency components of the former. This study proposes a ground roll wave suppression method by combining the wavelet frequency division and the RTT based on the difference between the ground roll wave velocity and the effective signal and their energy difference in the wavelet domain, thus making full use of the advantages of both methods. First, we decompose the seismic data into different frequency bands through wavelet transform. Second, the RTT and low-cut filtering are applied to the low-frequency band, where the ground roll waves are appearing. Third, we reconstruct the seismic record without ground roll waves by using the inverse RTT and the remaining frequency bands. The proposed method not only improves the ground roll wave suppression, but also protects the signal integrity. The numerical simulation and real seismic data processing results suggest that the proposed method has a strong ability to denoise while preserving the amplitude. 展开更多
关键词 ground roll wave wavelet frequency division radial trace transform DENOISING
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The Factors for Transformation between the Fractions of Speciation of Trace Metals in Lake Sediments 被引量:1
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作者 ZHANG Hui 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第2期753-754,共2页
Objective Despite the fact that the bioavailability of trace metals indicated by their speciation has been an indispensable parameter in the assessment and treatment of the environmental pollution of trace metals, ma... Objective Despite the fact that the bioavailability of trace metals indicated by their speciation has been an indispensable parameter in the assessment and treatment of the environmental pollution of trace metals, many studies have suggested that the bioavailability of trace metals may change according to the conditions of the environment, and the speciation of trace metals can also transform between some fractions. These transformations are related with these factors such as the compositions, microorganism, time, and other physical-chemical conditions of the system. Our work aims to systematically investigate and probe the factors to affect the transformation aside from analysis at certain time-place. The results of these understanding and investigations can be used for reasonably determining the allocation of financial and technical resources in natural and engineered processes, with bringing about inspirations from the evolution of the speciation of the trace metals on environmental impacts. 展开更多
关键词 The Factors for transformation between the Fractions of Speciation of trace Metals in Lake Sediments Lake
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THE TRANSFORMATION LAW AND TRACE FORMULA ON THETA SERIES UNDER SIEGEL MODULAR GROUP
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作者 周海港 陆洪文 《Acta Mathematica Scientia》 SCIE CSCD 2008年第1期201-209,共9页
The purposes of this article are to discuss the symplectic transformation laws on theta series and to give some explicit formulas for the trace of the symplectic operator.
关键词 theta series symplectic transformation law trace formula
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Prestack nonstationary deconvolution based on variable-step sampling in the radial trace domain 被引量:2
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作者 李芳 王守东 +2 位作者 陈小宏 刘国昌 郑强 《Applied Geophysics》 SCIE CSCD 2013年第4期423-432,511,共11页
The conventional nonstationary convolutional model assumes that the seismic signal is recorded at normal incidence. Raw shot gathers are far from this assumption because of the effects of offsets. Because of such prob... The conventional nonstationary convolutional model assumes that the seismic signal is recorded at normal incidence. Raw shot gathers are far from this assumption because of the effects of offsets. Because of such problems, we propose a novel prestack nonstationary deconvolution approach. We introduce the radial trace (RT) transform to the nonstationary deconvolution, we estimate the nonstationary deconvolution factor with hyperbolic smoothing based on variable-step sampling (VSS) in the RT domain, and we obtain the high-resolution prestack nonstationary deconvolution data. The RT transform maps the shot record from the offset and traveltime coordinates to those of apparent velocity and traveltime. The ray paths of the traces in the RT better satisfy the assumptions of the convolutional model. The proposed method combines the advantages of stationary deconvolution and inverse Q filtering, without prior information for Q. The nonstationary deconvolution in the RT domain is more suitable than that in the space-time (XT) domain for prestack data because it is the generalized extension of normal incidence. Tests with synthetic and real data demonstrate that the proposed method is more effective in compensating for large-offset and deep data. 展开更多
关键词 Nonstationary deconvolution Variable-step sampling Radial trace transform Gabor transform Attenuation compensation
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基于Trace变换的步态识别算法 被引量:9
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作者 贲晛烨 徐森 王科俊 《吉林大学学报(工学版)》 EI CAS CSCD 北大核心 2012年第1期156-160,共5页
提出了基于Hu矩的步态周期检测算法,该算法具有尺度、平移不变性,在预处理的标准中心化之前进行,缩短了步态识别前期处理工作的时间,为实时的步态识别提供可能。在分析步态的投影特征具有身份判别的能力之后,进而引出并说明使用Trace变... 提出了基于Hu矩的步态周期检测算法,该算法具有尺度、平移不变性,在预处理的标准中心化之前进行,缩短了步态识别前期处理工作的时间,为实时的步态识别提供可能。在分析步态的投影特征具有身份判别的能力之后,进而引出并说明使用Trace变换特征对步态表达的想法是合理的。提出基于Trace变换的步态识别算法,详细地讨论了三种Trace变换的泛函形式,在CASIA(B)步态库上进行验证实验,最佳识别率可达84.14%。这种方法避免了动态时间规整以及线性时间归一等算法的复杂的调整过程。 展开更多
关键词 计算机应用 步态识别 HU矩 RADON变换 trace变换
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基于2DNPP和Trace变换的平面内旋转人脸识别 被引量:4
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作者 施展 杜明辉 梁亚玲 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2012年第8期46-50,共5页
针对平面内具有随机旋转角度的人脸图像难以识别问题,提出一种融合二维近邻保持投影(2DNPP)和Trace变换的方法,以实现图像旋转不变性特征提取和识别.首先对图像做一重和二重Trace变换,然后对二重曲线进行匹配计算,得到既对平面内旋转变... 针对平面内具有随机旋转角度的人脸图像难以识别问题,提出一种融合二维近邻保持投影(2DNPP)和Trace变换的方法,以实现图像旋转不变性特征提取和识别.首先对图像做一重和二重Trace变换,然后对二重曲线进行匹配计算,得到既对平面内旋转变化具有鲁棒性、又能保存丰富图像信息的特征,最后通过2DNPP进行降维并分类.用该方法分别对正面的、旋转的、加噪声的人脸图像进行了识别实验,并与SIFT、pseudo-Zernike等方法进行了比较,结果表明:对于具有随机旋转角度的ORL图像库,文中算法识别率达到96%,且对白噪声具有较强的鲁棒性. 展开更多
关键词 人脸识别 trace变换 旋转不变性 特征提取
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Trace变换的基本理论及其在地震勘探中的应用 被引量:2
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作者 聂鹏飞 李月 姚军 《吉林大学学报(地球科学版)》 EI CAS CSCD 北大核心 2007年第S1期53-56,共4页
Trace变换是一种新的图象重建工具,在图象重建方面已取得很好的效果。推导了Trace变换公式中的一个公式:∫(ε(t))rdtq的反变换公式,并结合τ-p变换中坐标系的转换关系,讨论了它在地震勘探中应用的可能性。对80道单一理论水平合成记录... Trace变换是一种新的图象重建工具,在图象重建方面已取得很好的效果。推导了Trace变换公式中的一个公式:∫(ε(t))rdtq的反变换公式,并结合τ-p变换中坐标系的转换关系,讨论了它在地震勘探中应用的可能性。对80道单一理论水平合成记录作了正、反变换的分析。从原记录和反变换记录中分别取道分析,分析结果表明对80道理论水平记录能很好的恢复。 展开更多
关键词 trace变换 RADON变换 理论地震记录
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一种基于Trace变换的数字图像版权保护算法 被引量:1
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作者 吴一全 郝红杰 《中国图象图形学报》 CSCD 北大核心 2008年第5期900-905,共6页
数字水印技术被视为一种有效的数字图像版权保护技术,但当水印信息因嵌入算法的公开而被一些攻击所破坏时,或同一幅图像被嵌入多个不同水印时,都不能有效地检测出数字作品的所有者。提出了一种基于Trace变换和标识信息的数字图像版权保... 数字水印技术被视为一种有效的数字图像版权保护技术,但当水印信息因嵌入算法的公开而被一些攻击所破坏时,或同一幅图像被嵌入多个不同水印时,都不能有效地检测出数字作品的所有者。提出了一种基于Trace变换和标识信息的数字图像版权保护算法。该算法基于Trace变换进行数字作品的特征提取,并在第三方机构进行登记注册从而获得标识信息,然后根据标识信息确认数字作品的所有权。文中给出了算法的实验结果,并与传统的几何矩不变量算法进行了比较,结果表明,该算法对旋转、缩放、剪切及其组合、仿射变换、去掉部分行等几何攻击以及滤波和JPEG压缩攻击具有更高的稳健性。 展开更多
关键词 版权保护 数字水印 几何攻击 trace变换
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基于Trace变换的人脸特征提取技术研究
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作者 王景中 王国庆 +1 位作者 伍淳华 王龙 《计算机应用研究》 CSCD 北大核心 2012年第3期1191-1194,共4页
为了提高人脸特征的稳定性和区分度,提出了一种基于Trace变换的人脸特征提取算法。算法通过几种不同的泛函函数对预处理后的人脸图像进行组合作用,得到该图像的一个Trace特征向量,从而建立了一种新的人脸特征表达方式。基于ORL人脸数据... 为了提高人脸特征的稳定性和区分度,提出了一种基于Trace变换的人脸特征提取算法。算法通过几种不同的泛函函数对预处理后的人脸图像进行组合作用,得到该图像的一个Trace特征向量,从而建立了一种新的人脸特征表达方式。基于ORL人脸数据库的实验结果表明,该算法所提出的人脸特征对同一个人不同表情、不同光照条件下的图像变化能够保持较好的稳定性,同时对不同人的人脸图像具有较高的区分能力,在人脸识别的实际应用中是一种可行的方法。 展开更多
关键词 特征提取 trace变换 人脸识别 特征向量
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基于Trace变换和支持向量机的车牌字符识别新方法 被引量:1
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作者 张博 《微型电脑应用》 2014年第2期9-13,共5页
为了提高车牌上的字符识别准确率,提出一种结合Trace变换和支撑矢量机(SVM)的字符识别方法。在字符识别方面,以Trace变换方法提取字符特征,并运用支持向量机对字符进行模式分类。将算法应用到实际的车牌字符识别中,识别结果表明,这种方... 为了提高车牌上的字符识别准确率,提出一种结合Trace变换和支撑矢量机(SVM)的字符识别方法。在字符识别方面,以Trace变换方法提取字符特征,并运用支持向量机对字符进行模式分类。将算法应用到实际的车牌字符识别中,识别结果表明,这种方法在提高识别速度的同时,有效提高了字符的识别精度。 展开更多
关键词 车牌识别系统 字符识别 trace变换 支持向量机 特征提取
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基于trace变换特征的单训练样本人脸识别算法 被引量:2
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作者 张亮 王磊 +1 位作者 董吉文 赵磊 《计算机工程与应用》 CSCD 北大核心 2015年第11期139-144,共6页
提出了基于trace变换不变性特征的人脸识别算法,提高了单训练样本下姿势和表情变化后的识别率。应用一阶Scharr算子、二阶尺度适应的高斯型拉普拉斯算子(LOG)和Harris滤波器定位特征点,选择合适的泛函在特征点的邻域内进行trace变换得... 提出了基于trace变换不变性特征的人脸识别算法,提高了单训练样本下姿势和表情变化后的识别率。应用一阶Scharr算子、二阶尺度适应的高斯型拉普拉斯算子(LOG)和Harris滤波器定位特征点,选择合适的泛函在特征点的邻域内进行trace变换得到具旋转和尺度不变性的特征描述子。根据特征描述子的特征向量和坐标值实现由粗到精的匹配,整个过程不涉及参数选择问题,保证了算法的稳定性。实验结果证明该算法降低了姿势和表情变化时识别率低的影响,并减少了算法运行时间。 展开更多
关键词 人脸识别 单训练样本 trace变换 特征提取 特征匹配
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基于多分辨率Trace变换的纹理图像分类 被引量:5
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作者 黎明 邢冬冬 汪宇玲 《电子学报》 EI CAS CSCD 北大核心 2019年第4期962-969,共8页
针对Trace变换提取的图像特征缺乏对纹理边缘信息描述和计算代价高的问题,利用小波变换对图像轮廓的表征优势,提出了多分辨率Trace变换并应用于纹理图像分类.首先,将小波变换引入到Trace变换中,对纹理图像进行非下采样小波变换,得到不... 针对Trace变换提取的图像特征缺乏对纹理边缘信息描述和计算代价高的问题,利用小波变换对图像轮廓的表征优势,提出了多分辨率Trace变换并应用于纹理图像分类.首先,将小波变换引入到Trace变换中,对纹理图像进行非下采样小波变换,得到不同频率的低频特征子图及高频边缘子图;其次,在各级子图上进行一组泛函的Trace变换,获取纹理图像的融合特征,在获得图像边缘信息的同时避免了Trace变换不同泛函组合计算代价过高的问题;最后,把融合特征送入支持向量机对图像进行分类.实验结果表明,对图像采用多分辨率Trace变换提取的融合特征具有更好的纹理描述能力,相对于传统Trace变换及MCM等对比方法具有更高的鉴别性能,且在时间效率上相对于传统Trace变换有大幅提升. 展开更多
关键词 纹理分类 trace变换 非下采样小波变换 多分辨率
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基于trace特征的ISAR像空间目标识别 被引量:6
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作者 杨虹 张雅声 徐灿 《电子学报》 EI CAS CSCD 北大核心 2020年第3期431-441,共11页
论文提出了一种基于trace特征的逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)像空间目标识别算法.首先将ISAR像进行分割与归一化处理,利用Canny边缘检测、Hough变换方法提取空间目标ISAR像最长轴,确保所提特征具有旋转不变性... 论文提出了一种基于trace特征的逆合成孔径雷达(Inverse Synthetic Aperture Radar,ISAR)像空间目标识别算法.首先将ISAR像进行分割与归一化处理,利用Canny边缘检测、Hough变换方法提取空间目标ISAR像最长轴,确保所提特征具有旋转不变性;然后仅对最长轴所在局部区域进行Trace变换生成空间目标ISAR像的局部trace矩阵,使得所提trace特征满足低维要求;再将trace矩阵每一列向量进行移位对准操作以消除ISAR像平移对识别带来的影响并将其作为空间目标识别的特征向量;最后在特征空间内以最小欧氏距离作为不相似度,采用集成分类器AdaBoost.M2-KNN完成了5类空间目标的分类识别.通过5类空间目标的ISAR数据对该方法进行目标识别验证,并与现有的几种ISAR像特征提取方法进行了对比.结果表明论文所提算法可行有效,可以明显地提高识别率. 展开更多
关键词 trace变换 ISAR像 集成分类器AdaBoost.M2-KNN
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Studies on GIS Based Tracing and Traceability of Safe Crop Product in China 被引量:29
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作者 QU Xiao-hui ZHUANG Da-fang QIU Dong-sheng 《Agricultural Sciences in China》 CAS CSCD 2007年第6期724-731,共8页
The safety of safe crop products (SCP) is critical to maintain people's health and living standard. With the global efforts on the improvement of the traceability of food products, it is inevitable to establish cor... The safety of safe crop products (SCP) is critical to maintain people's health and living standard. With the global efforts on the improvement of the traceability of food products, it is inevitable to establish corresponding traceability systems to monitor the safety of crop products in China. In this article, the supply chain pattern of SCP in China has been analyzed and its spatial characters have been described in detail. The study deals with on how to relate traceability technology with GIS, and on how to trace and retrace the safety of SCP using the function of excellent spatial representation, spatial locating, and spatial analysis provided in GIS, which has been discussed from several aspects, such as coding technique of traceability information, transferring technique of traceability information, spatialization of traceability information, and application integration of traceability system. A pilot study was carried out to present the basic functions of the system, which provided an efficient and credible way to trace and retrace the safety of SCP in a real supply chain. An innovative idea has been brought forward for how to establish an efficient, credible, applied traceability system of SCP. 展开更多
关键词 safe crop products (SCP) tracing and traceability GIS traceability code information transformation
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Hough Transform to Study the Magnetic Confinement of Solar Spicules
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作者 E. Tavabi S. Koutchmy A. Ajabshirizadeh 《Journal of Modern Physics》 2012年第11期1786-1791,共6页
One of the important parameters of the ubiquitous spicules rising intermittently above the surface of the Sun is the variation of spicule spline orientation with respect to the solar coordinates, presumably reflecting... One of the important parameters of the ubiquitous spicules rising intermittently above the surface of the Sun is the variation of spicule spline orientation with respect to the solar coordinates, presumably reflecting the focusing of ejection by the coronal magnetic field. Here we first use a method of tracing limb spicules using a combination of second derivative operators in multiple directions around each pixel to enhance the visibility of fine linear part of spicules. Furthermore, the Hough transform is used for a statistical analysis of spicule orientations in different regions around the solar limb, from the pole to the equator. Our results show a large difference of spicule apparent tilt angles in regions of: 1) the solar poles, 2) the equator, 3) the active regions and 4) the coronal holes. Spicules are visible in a radial direction in polar regions with a tilt angle <20°. The tilt angle is even reduced inside a coronal hole (open magnetic field lines) to 10 degrees and at the lower latitude the tilt angle reaches values in excess of 50 degree. Usually, around an active region they show a wide range of apparent angle variations from –60 to +60 degrees, which is in close resemblance to the rosettes made of dark mottles and fibrils seen in projection with the solar disk. 展开更多
关键词 SOLAR CHROMOSPHERE SPICULE HOUGH transform TRACING Magnetic Focusing
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Effects of six years of simulated N deposition on gross soil N transformation rates in an old-growth temperate forest 被引量:3
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作者 Peng Tian Jinbo Zhang +2 位作者 Christoph Müller Zucong Cai Guangze Jin 《Journal of Forestry Research》 SCIE CAS CSCD 2018年第3期644-653,共10页
Elevated atmospheric nitrogen(N) deposition has been detected in many regions of China, but its effects on soil N transformation in temperate forest ecosystems are not well known. We therefore simulated N deposition w... Elevated atmospheric nitrogen(N) deposition has been detected in many regions of China, but its effects on soil N transformation in temperate forest ecosystems are not well known. We therefore simulated N deposition with four levels of N addition rate(N0, N30, N60, and N120) for6 years in an old-growth temperate forest in Xiaoxing’an Mountains in Northeastern China. We measured gross N transformation rates in the laboratory usingN tracing technology to explore the effects of N deposition on soil gross N transformations taking advantage of N deposition soils. No significant differences in gross soil N transformation rates were observed after 6 years of N deposition with various levels of N addition rate. For all N deposition soils, the gross NH~+ immobilization rates were consistently lower than the gross N mineralization rates,leading to net N mineralization. Nitrate(NO~-) was primarily produced via oxidation of NH~+(i.e., autotrophic nitrification), whereas oxidation of organic N(i.e., heterotrophic nitrification) was negligible. Differences between the quantity of ammonia-oxidizing bacteria and ammonia-oxidizing archaea were not significant for any treatment, which likely explains the lack of a significant effect on gross nitrification rates. Gross nitrification rates were much higher than the total NO~- consumption rates,resulting in a build-up of NO~-, which highlights the high risk of N losses via NO~- leaching or gaseous N emissions from soils. This response is opposite that of typical N-limited temperate forests suffering from N deposition,suggesting that the investigated old-growth temperate forest ecosystem is likely to approach N saturation. 展开更多
关键词 N deposition Gross soil N transformation Temperate forest ecosystem ^(15)N tracing technology
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同位素技术示踪水环境生源要素氮的来源及循环过程研究进展
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作者 任朝斌 王龙 张千千 《水生态学杂志》 CSCD 北大核心 2024年第4期1-8,共8页
氮作为生态系统中的关键生源要素,对于水环境质量和生态系统平衡至关重要。文章综述了同位素技术示踪水环境生源要素氮的来源及循环过程的研究进展。介绍了水环境中氮的主要来源(自然和人为)及时空变化特点,强调自然因素(如降雨)和人为... 氮作为生态系统中的关键生源要素,对于水环境质量和生态系统平衡至关重要。文章综述了同位素技术示踪水环境生源要素氮的来源及循环过程的研究进展。介绍了水环境中氮的主要来源(自然和人为)及时空变化特点,强调自然因素(如降雨)和人为活动(如污水和农业施肥)对水环境中氮分布的影响;详细阐述了同位素技术识别水环境中氮来源的发展历程(单同位素、双同位素和多同位素联合溯源阶段);讨论了同位素技术在辨别水环境中氮循环过程(硝化、反硝化、矿化和同化作用)中的应用;指出当前研究的不足,主要表现在同位素分馏效应、测试成本高、未实测污染源端元值、多种同位素耦合溯源机制不清晰,未来研究需提高同位素溯源技术并整合多类技术与数据,尤其与机器学习结合潜力大。 展开更多
关键词 生源物质 溯源技术 迁移转化 同位素
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银行数字化转型概念溯源与辨析
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作者 边鹏 王韬 王晓峰 《工程经济》 2024年第2期65-71,共7页
目前银行数字化转型备受关注,但其概念尚无定论。本文梳理了数字化概念从模拟数字转换到组织变革和战略转型的不同层级,将目前已有的数字化转型概念按手段论和目的论进行区分,探究国内外银行业数字化转型对外服务之“表”和对内管理之... 目前银行数字化转型备受关注,但其概念尚无定论。本文梳理了数字化概念从模拟数字转换到组织变革和战略转型的不同层级,将目前已有的数字化转型概念按手段论和目的论进行区分,探究国内外银行业数字化转型对外服务之“表”和对内管理之“里”的异质性,确定我国银行业“表里兼顾”的数字化转型边界,最终给出了银行数字化转型是由银行内生的(内部自驱动产生的)“由里及表”的数字化变革的理解。 展开更多
关键词 银行 数字化转型 概念溯源 概念辨析
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Micro-PIXE analysis of trace element composition and their distribution in minerals of mantle peridotite 被引量:1
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作者 陈友红 朱节清 +4 位作者 邬显慷 谷英梅 张旗 徐平 李秀云 《Nuclear Science and Techniques》 SCIE CAS CSCD 1996年第1期28-31,共4页
Micro-PIXEanalysisoftraceelementcompositionandtheirdistributionin mineralsofmantleperidotiteChenYou-Hong(陈友红... Micro-PIXEanalysisoftraceelementcompositionandtheirdistributionin mineralsofmantleperidotiteChenYou-Hong(陈友红),ZhuJie-Qing(朱节清... 展开更多
关键词 地质学 示踪元素组成 地幔橄榄岩矿石 分布
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Determination of micro yttrium in an ytterbium matrix by inductively coupled plasma atomic emission spectrometry and wavelet transform 被引量:2
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作者 MAXiaoguo 《Rare Metals》 SCIE EI CAS CSCD 2005年第2期137-141,共5页
In the determination of trace yttrium (Y) in an ytterbium (Yb) matrix byinductively coupled plasma atomic emission spectrometry (ICP-AES), the most prominent line ofyttrium, Y 371.030 nm line, suffers from strong inte... In the determination of trace yttrium (Y) in an ytterbium (Yb) matrix byinductively coupled plasma atomic emission spectrometry (ICP-AES), the most prominent line ofyttrium, Y 371.030 nm line, suffers from strong interference due to an emission line of ytterbium.In mis work, a method based on wavelet transform was proposed for the spectral interferencecorrection. Haar wavelet was selected as the mother wavelet. The discrete detail after the thirddecomposition, D3, was chosen for quantitative analysis based on the consideration of bothseparation degree and peak height. The linear correlation coefficient between the height of the leftpositive peak in D3 and the concentration of Y was calculated to be 0.9926. Six synthetic sampleswere analyzed, and the recovery for yttrium varied from 96.3 percent to 110.0 percent. The amountsof yttrium in three ytterbium metal samples were determined by the proposed approach with an averagerelative standard deviation (RSD) of 2.5 percent, and the detection limit for yttrium was 0.016percent. This novel correction technique is fast and convenient, since neither complicated modelassumption nor time-consuming iteration is required. Furthermore, it is not affected by thewavelength drift inherent in monochromators that will severely reduce the accuracy of resultsobtained by some chemometric methods. 展开更多
关键词 analytical chemistry trace analysis inductively coupled plasma atomicemission spectrometry (ICP-AES) wavelet transform spectral interference correction YTTRIUM YTTERBIUM
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