Chinese Physics B, Volume. 29, Issue 10, (2020)

Modeling and analysis of the ocean dynamic with Gaussian complex network

Xin Sun1... Yongbo Yu1, Yuting Yang1, Junyu Dong1,2,†, Christian Böhm3 and Xueen Chen4 |Show fewer author(s)
Author Affiliations
  • 1Department of Computer Science and Technology, Ocean University of China, Qingdao 266000, China
  • 2Frontiers Science Center for Deep Ocean Multispheres and Earth System, Qingdao 66000, China
  • 3Institut für Informatik, Ludwig Maximilian University of Munich, Munich 801-81929, Germany
  • 4College of Physical and Environmental Oceanography, Ocean University of China, Qingdao 266000, China
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    Figures & Tables(8)
    Process of complex network modeling based on surface sea temperature (SST).
    Degree distribution of nodes in (left) SG-network (right) MG-network.
    Degree logD distributions with geographic locations in the global ocean: (a) SG-network, (b) MG-network.
    Degree distributions in the northern hemisphere.
    Clustering coefficient distribution of the network model at geographic location.
    Betweenness distribution of the network model at geographic location.
    Scatter plots of betweenness against degree of SG-network
    • Table 1. Average clustering coefficient, distance and diameter for the networks constructed by Gaussian approach in three periods.

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      Table 1. Average clustering coefficient, distance and diameter for the networks constructed by Gaussian approach in three periods.

      Clustering coefficientDistanceDiameter
      La Niña periodMG-network0.1362.0834
      SG-network0.1022.9058
      Normal periodMG-network0.3021.983
      SG-network0.1322.074
      El Niño period}MG-network0.158581896
      SG-network0.2611.8094
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    Xin Sun, Yongbo Yu, Yuting Yang, Junyu Dong, Christian Böhm, Xueen Chen. Modeling and analysis of the ocean dynamic with Gaussian complex network[J]. Chinese Physics B, 2020, 29(10):

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    Paper Information

    Received: Apr. 17, 2020

    Accepted: --

    Published Online: Apr. 21, 2021

    The Author Email: Dong Junyu (dongjunyu@ouc.edu.cn)

    DOI:10.1088/1674-1056/aba27d

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