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基于角度的全局搜索聚类算法的研究 被引量:1
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作者 王星捷 卫守林 《计算机应用与软件》 北大核心 2019年第3期249-254,共6页
利用空间聚类方法探索城市整体区域信息分布的研究逐渐成为热点。当前许多聚类算法在给定的局部范围内进行分析,体现较好的抗噪性和聚类效果;而在全局搜索和聚类分析中,数据的准确性受到影响,不能正确地反映出所需的聚类信息。提出基于... 利用空间聚类方法探索城市整体区域信息分布的研究逐渐成为热点。当前许多聚类算法在给定的局部范围内进行分析,体现较好的抗噪性和聚类效果;而在全局搜索和聚类分析中,数据的准确性受到影响,不能正确地反映出所需的聚类信息。提出基于角度的全局聚类算法,考虑数据的全局性分布结构,在全局搜索过程中研究角度变化的关系、角度均值计算和判定参考阈值设定。通过公式推导证明在单个要素的判定和整体判定阈值都比基于角度的局部聚类算法具有更好的抗噪性。采用乐山市城区的数据进行高价值商业圈聚类分析测试,证明了该算法在全局范围内进行聚类分析,聚类的效果稳定性好,异常数据小,聚类簇间区别明显,能够准确甄别出核心区域数据。 展开更多
关键词 全局搜索 聚类分析 全局性分布 角度 商业圈聚类分析
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Omni-Directional Distribution Patterns of Montane Coniferous Forest in the Helan Mountains of China 被引量:5
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作者 PANG Yu ZHANG Bai-ping +3 位作者 ZHAO Fang YAO Yong-hui ZHANG Shuo QI Wen-wen 《Journal of Mountain Science》 SCIE CSCD 2013年第5期724-733,共10页
Slope aspect has significant effect on the development and distribution of montane forest, especially in arid and semiarid regions. This paper, using SPOT5 images and 1:5o,ooo DEM, digitally extracts and analyzes the... Slope aspect has significant effect on the development and distribution of montane forest, especially in arid and semiarid regions. This paper, using SPOT5 images and 1:5o,ooo DEM, digitally extracts and analyzes the spatial information of montane coniferous forest (mainly Qinghai spruce), and thereby explores how the upper and lower limits and the altitudinal range of coniferous forest vary and how the area of coniferous forest is related with annual insolation with all aspects in the Helan Mountains. The results show that: 1) In the eastern flank, the lower limit of coniferous forest is between 1,6oo m and a,ooo m a.s.l., and the upper limit between 2,800 m and 3,ooo m a.s.1.; in the western flank, the lower limit of coniferous forest is between a,ooo m and 2,300 m a.s.l., and the upper limit between 9,80o m and 3,1oo m a.s.1.2) The altitudinal ranges of coniferous forest are 8o6-1,435 m, 438-1,14o m for eastern flank and western flank, respectively. 3) The area of coniferous forest takes on a normal distribution with aspect, and it has a close relationship with annual insolation. This distribution model developed in this paper quantitatively reveals the significant effect of slope aspect on the distribution of coniferous forest in arid and semi-arid land. 展开更多
关键词 Arid region Helan Mountains Qinghaispruce (Picea crassifolia) Aspect effect Coniferousforest Normal distribution
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Global characteristics of the second-order ionospheric delay error using inversion of electron density profiles from COSMIC occultation data 被引量:4
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作者 WANG Hu WANG Cheng +3 位作者 WANG JieXian DANG YaMing BAI GuiXia WANG QianXin 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第2期365-374,共10页
It is a well known fact that ionospheric delay error is a predominant factor which influences the positioning accuarcy of GNSS.Although the main part of the first-order ionospheric delay error can be removed by the fr... It is a well known fact that ionospheric delay error is a predominant factor which influences the positioning accuarcy of GNSS.Although the main part of the first-order ionospheric delay error can be removed by the frequency-dependent behaviors of the ionosphere,the second-order ionospheric delay error must be eliminated to achieve millimetre-scale positioning accuracy.Due to COSMIC occultation providing electron density profiles on the global scale,the paper presents the first-order and the second-order ionospheric delay error analysis on the global scale using the inversion of electron density profiles from COSMIC occultation data during 2009–2011.Firstly,because of the special geographical location of three ISR(incoherent scatter radar),the first-order and the second-order ionospheric delay errors are calculated and discussed;the paper also shows and analyzes the diurnal,seasonal,semi-annual variation of ionospheric delay error with respect to signal direction.Results show that for the L1 signal path,the first-order ionospheric delay error is the largest near the equator,which is circa 7 m;the maximum second-order ionospheric delay error are circa 0.6 cm,0.8 cm and 0.6 cm respectively for L1 signals coming from the zenith,the north and the south at 10 degree elevation angles.The second-order ionospheric delay error on the L1 signal path from zenith are the symmetry between 15°and 15°with respect to magnetic equator,and are nearly zero at the magnetic equator.For the first time,the second-order ionospheric delay error on the global scale is presented,so this research will greatly contribute to analysing the higher-order ionospheric delay error characteristics on the global scale. 展开更多
关键词 IONOSPHERE GPS COSMIC ISR IGRF
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