Acta Geographica Sinica, Volume. 75, Issue 5, 904(2020)

Tri-clustering: Construction and practice of space-time integrated analysis tool

Changxiu CHENG1...1,2,2,3,3, Changqing SONG1,1,2,2, Xiaojing WU1,1,2,2, Shi SHEN1,1,2,2, Peichao GAO1,1,2,2, and Sijing YE1,1,22 |Show fewer author(s)
Author Affiliations
  • 1.State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University,Beijing 100875, China
  • 1.北京师范大学地表过程与资源生态国家重点实验室,北京 100875
  • 2.Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China
  • 2.北京师范大学地理科学学部,北京 100875
  • 3.National Tibetan Plateau Data Center, Beijing 100101, China
  • 3.国家青藏高原科学数据中心,北京 100101
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    Figures & Tables(9)
    单向聚类的意图及案例Fig. 1
    双向聚类示意及案例Fig. 2
    三向聚类示图Fig. 3
    三向聚类研究流程图Fig. 4
    面向“空间—时间—尺度—属性”聚类数据组织方案注:a、b中部的区域被实线分为左上、左下、右上、右下4个区域,其中后3个区域分别对应空间问题、时间问题、时空叠加问题,不同区域内,面向尺度又用虚线进行分割;单元格内的二维表格适用于双向聚类,三维数据体则适用于三向聚类,白色区域对应更高维度数据需要更高向的聚类方法;图中灰色区域为对应的属性测量值。Fig. 5
    根据不同地理问题组织的数据矩(体)的案例Fig. 6
    PM2.5三向聚类结果及其时空分异规律的解译(改自文献[23]) Fig. 7
    多层次嵌套(先空间再时间)解译案例(改自文献[21]) Fig. 8
    多层次嵌套(先时间再空间)解译案例(改自文献[21]) Fig. 9
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    Changxiu CHENG, Changqing SONG, Xiaojing WU, Shi SHEN, Peichao GAO, Sijing YE. Tri-clustering: Construction and practice of space-time integrated analysis tool[J]. Acta Geographica Sinica, 2020, 75(5): 904

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    Paper Information

    Received: Feb. 6, 2020

    Accepted: --

    Published Online: Oct. 16, 2020

    The Author Email:

    DOI:10.11821/dlxb202005002

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