Search

Article

x

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

Topological analysis of temperature networks using bipartite graph model

Feng Ai-Xia Gong Zhi-Qiang Zhi Rong Zhou Lei

Citation:

Topological analysis of temperature networks using bipartite graph model

Feng Ai-Xia, Gong Zhi-Qiang, Zhi Rong, Zhou Lei
PDF
Get Citation

(PLEASE TRANSLATE TO ENGLISH

BY GOOGLE TRANSLATE IF NEEDED.)

  • Using the daily main observational temperature data of 435 stations in China from 1961 to 2002, temperature change on 9-day scale has been compiled in network. Research on the connection between nodes and items in bipartite graph temperature (BGT) network, reveals the temperature change on 9-day scale and the topological statistics in the space. The nodes of RRRD, RrDD, eeed, DRRD and DDRR have remarkably high degree, which is helpful to predict the temperature change on 9-day scale. Calculation of the topological parameters of this network, including degree distribution and clustering coefficients, shows the normal school character of the bipartite graph model temperature network. The distribution of nodes’ degree diversity in each item presents quadruple type character, and has similar characteristics as the complex regions defined by the fluctuant temperature network(FT network), displaying the background information of temperature change in the region by this two kind of network respectively. Thus, temperature network modeled by bipartite graph model present a possible and available approach to research the characteristic and rule about temperature change from the combination of the time and space scale.
    [1]

    Feng G L, Dong W J 2003 Acta Pyhs. Sin.52 2347 (in Chinese) [封国林、董文杰 2003 52 2347]

    [2]

    Feng G L, Gong Z Q, Dong W J 2005 Acta Pyhs. Sin.54 5494 (in Chinese) [封国林、龚志强、董文杰 2005 54 5494]

    [3]

    Li J P, Shi J E 1993 Chinese Journal of Atmospheric Sciences 17 132 (in Chinese) [李建平、史久恩 1993 大气科学 17 132]

    [4]

    Li J P, Chou J F 2003 Chinese Journal of Atmospheric Sciences 27 653 (in Chinese) [李建平、丑纪范、2003 大气科学 27 653]

    [5]

    Zhang S Q, Zhang B, Wang A H 2001 Advance In Earth Science 16 467 (in Chinese) [张树清、张柏、汪爱华 2001 地球科学进展 16 467]

    [6]

    Pei W D, Chen Z Q, Yuan Z Z 2008 Chin. Phys. B 17 373

    [7]

    Huang W, Jiang R, Hu M B, Wu Q S 2009 Chin. Phys. B 18 1306

    [8]

    Zhang H F, Small Michael, Fu X C, Wang B H 2009 Chin. Phys. B 18 3639

    [9]

    Meng Q K, Zhu J Y 2009 Chin. Phy. B 18 3632

    [10]

    Tsonis A A, Swanson K L, Roebber P J 2006 Bull. Am. Meteorol. Soc. 87 585

    [11]

    Tsonis A A, Swanson K L 2008 Phy. Rev. Lett. 100 228502

    [12]

    Tsonis A A, Swanson K L, Kravtsov S 2007 Geo. Res. Lett. 34 13705.

    [13]

    Gong Z Q, Zhou L,Zhi R, Feng G L 2008 Acta Pyhs. Sin.57 5351 (in Chinese) [龚志强、周 磊、支 蓉、封国林2008 57 5351]

    [14]

    Zhou L, Gong Z Q, Zhi R, Feng G L 2008 Acta Pyhs. Sin.57 7380 (in Chinese) [周 磊、龚志强、支 蓉、封国林2008 57 7380]

    [15]

    Zhou L, Gong Z Q, Zhi R, Feng G L 2009 Acta Pyhs. Sin.58 7351 (in Chinese) [周 磊、龚志强、支 蓉、封国林2009 58 7351]

    [16]

    Newman M E J, Watts D J, Strogatz S H 2002 National Academy of Sciences. 99 2566

    [17]

    He D R, Liu Z H, Wang B H 2008 Complex Systems and Complex Networks (Beijing: High Education Press) p121(in Chinese) [何大韧、刘宗华、汪秉宏 2008 复杂系统与复杂网络(北京:高等教育出版社)第121页]

    [18]

    Zhou T, Ren J, Medo M, Zhnag Y C 2007 Phys. Rev. E 76 046115

    [19]

    Wang X F, Li X, Chen G R 2006 The theories and application of complex network (Beijing: Tsinghua Unversity Press) p10 (in Chinese) [汪小帆、李翔、陈关荣 2006 复杂网络理论及其应用(北京:清华大学出版社)第10页]

    [20]

    Xiong K G, Yang J, Wan S Q, Feng G L, Hu J G 2009 Acta Pyhs. Sin.58 2843 (in Chinese) [熊开国、杨 杰、万仕全、封国林、胡经国 2009 58 2843]

    [21]

    Ravasz E, Baraba'si A L 2003 Phys. Rev. E 67 026112

    [22]

    Zhang P P, Chen K, He Y, Zhou T, Su B B, Jin Y, Chang H, Zhou Y P, Sun L C, Wang B H, He D R 2006 Physica A 360 599

    [23]

    Barabasi A L, Albert R 1999 Science 286 509

    [24]

    Xiao D X, Xie J, Xu C L 2007 Modern Agriculture 22 27 (in Chinese) [肖道刚、谢 军、徐长乐 2007 现代农业 22 27]

    [25]

    Hu L Q 1994 Xinjiang Meteorologica 17 6 (in Chinese) [胡列群 1994 新疆气象 17 6 ]

    [26]

    Lu Y Z, Zuo W 2004 Momitering and Analysis of Environment 03 47 (in Chinese) [鲁远曙、左 卫 2004 环境监测与分析 03 47]

    [27]

    Zhuang S, Huang G P 1999 Fujian Environment 21 35 (in Chinese) [庄苏、黄公仆 1999 福建环境 21 35]

  • [1]

    Feng G L, Dong W J 2003 Acta Pyhs. Sin.52 2347 (in Chinese) [封国林、董文杰 2003 52 2347]

    [2]

    Feng G L, Gong Z Q, Dong W J 2005 Acta Pyhs. Sin.54 5494 (in Chinese) [封国林、龚志强、董文杰 2005 54 5494]

    [3]

    Li J P, Shi J E 1993 Chinese Journal of Atmospheric Sciences 17 132 (in Chinese) [李建平、史久恩 1993 大气科学 17 132]

    [4]

    Li J P, Chou J F 2003 Chinese Journal of Atmospheric Sciences 27 653 (in Chinese) [李建平、丑纪范、2003 大气科学 27 653]

    [5]

    Zhang S Q, Zhang B, Wang A H 2001 Advance In Earth Science 16 467 (in Chinese) [张树清、张柏、汪爱华 2001 地球科学进展 16 467]

    [6]

    Pei W D, Chen Z Q, Yuan Z Z 2008 Chin. Phys. B 17 373

    [7]

    Huang W, Jiang R, Hu M B, Wu Q S 2009 Chin. Phys. B 18 1306

    [8]

    Zhang H F, Small Michael, Fu X C, Wang B H 2009 Chin. Phys. B 18 3639

    [9]

    Meng Q K, Zhu J Y 2009 Chin. Phy. B 18 3632

    [10]

    Tsonis A A, Swanson K L, Roebber P J 2006 Bull. Am. Meteorol. Soc. 87 585

    [11]

    Tsonis A A, Swanson K L 2008 Phy. Rev. Lett. 100 228502

    [12]

    Tsonis A A, Swanson K L, Kravtsov S 2007 Geo. Res. Lett. 34 13705.

    [13]

    Gong Z Q, Zhou L,Zhi R, Feng G L 2008 Acta Pyhs. Sin.57 5351 (in Chinese) [龚志强、周 磊、支 蓉、封国林2008 57 5351]

    [14]

    Zhou L, Gong Z Q, Zhi R, Feng G L 2008 Acta Pyhs. Sin.57 7380 (in Chinese) [周 磊、龚志强、支 蓉、封国林2008 57 7380]

    [15]

    Zhou L, Gong Z Q, Zhi R, Feng G L 2009 Acta Pyhs. Sin.58 7351 (in Chinese) [周 磊、龚志强、支 蓉、封国林2009 58 7351]

    [16]

    Newman M E J, Watts D J, Strogatz S H 2002 National Academy of Sciences. 99 2566

    [17]

    He D R, Liu Z H, Wang B H 2008 Complex Systems and Complex Networks (Beijing: High Education Press) p121(in Chinese) [何大韧、刘宗华、汪秉宏 2008 复杂系统与复杂网络(北京:高等教育出版社)第121页]

    [18]

    Zhou T, Ren J, Medo M, Zhnag Y C 2007 Phys. Rev. E 76 046115

    [19]

    Wang X F, Li X, Chen G R 2006 The theories and application of complex network (Beijing: Tsinghua Unversity Press) p10 (in Chinese) [汪小帆、李翔、陈关荣 2006 复杂网络理论及其应用(北京:清华大学出版社)第10页]

    [20]

    Xiong K G, Yang J, Wan S Q, Feng G L, Hu J G 2009 Acta Pyhs. Sin.58 2843 (in Chinese) [熊开国、杨 杰、万仕全、封国林、胡经国 2009 58 2843]

    [21]

    Ravasz E, Baraba'si A L 2003 Phys. Rev. E 67 026112

    [22]

    Zhang P P, Chen K, He Y, Zhou T, Su B B, Jin Y, Chang H, Zhou Y P, Sun L C, Wang B H, He D R 2006 Physica A 360 599

    [23]

    Barabasi A L, Albert R 1999 Science 286 509

    [24]

    Xiao D X, Xie J, Xu C L 2007 Modern Agriculture 22 27 (in Chinese) [肖道刚、谢 军、徐长乐 2007 现代农业 22 27]

    [25]

    Hu L Q 1994 Xinjiang Meteorologica 17 6 (in Chinese) [胡列群 1994 新疆气象 17 6 ]

    [26]

    Lu Y Z, Zuo W 2004 Momitering and Analysis of Environment 03 47 (in Chinese) [鲁远曙、左 卫 2004 环境监测与分析 03 47]

    [27]

    Zhuang S, Huang G P 1999 Fujian Environment 21 35 (in Chinese) [庄苏、黄公仆 1999 福建环境 21 35]

  • [1] Li Yun-Heng, Yu Ke, Zhu Tian-Yu, Yu Tong, Shan Si-Chao, Gu Ya-Zhou, Li Zhi-Tong. Optical bistability in topological layered structure and its application in photonic neural network. Acta Physica Sinica, 2024, 73(16): 164208. doi: 10.7498/aps.73.20240569
    [2] Lin Ji-Yan, Chen Cheng, Guo Lin-Wei, Li Yao, Lin Shu-Yu, Sun Jiao-Xia, Xu Jie. Research on acoustic control of coupled vibration system of transducers using acoustic surface and topological defect structures. Acta Physica Sinica, 2024, 73(22): 224301. doi: 10.7498/aps.73.20241199
    [3] Li Xin-Yue, Qi Juan-Juan, Zhao Dun, Liu Wu-Ming. Soliton solutions of the spin-orbit coupled binary Bose-Einstein condensate system. Acta Physica Sinica, 2023, 72(10): 106701. doi: 10.7498/aps.72.20222319
    [4] Fan Kai-Yu, Liu Yan-Hua, Yang Pei-Cai, Wu Ji-Zhe, Wang Ge-Li. Extraction and analysis of hierarchy in complex system. Acta Physica Sinica, 2022, 71(17): 170501. doi: 10.7498/aps.71.20220514
    [5] Fang Yun-Tuan, Wang Zhang-Xin, Fan Er-Pan, Li Xiao-Xue, Wang Hong-Jin. Topological phase transition based on structure reversal of two-dimensional photonic crystals and construction of topological edge states. Acta Physica Sinica, 2020, 69(18): 184101. doi: 10.7498/aps.69.20200415
    [6] Hu Yue, Cao Feng-Zhao, Dong Ren-Jing, Hao Chen-Yue, Liu Da-He, Shi Jin-Wei. Analysis of stability catastrophe of confocal cavity. Acta Physica Sinica, 2020, 69(22): 224202. doi: 10.7498/aps.69.20200814
    [7] Li Jie-Jie, Lu Bin-Bin, Xian Yue-Hui, Hu Guo-Ming, Xia Re. Characterization of nanoporous silver mechanical properties by molecular dynamics simulation. Acta Physica Sinica, 2018, 67(5): 056101. doi: 10.7498/aps.67.20172193
    [8] Zhao Shan-Shan, He Wen-Ping. Performance evaluation of the simulated daily average temperature series in four seasons in China by Beijing Climate Center climate system model. Acta Physica Sinica, 2015, 64(4): 049201. doi: 10.7498/aps.64.049201
    [9] Wang Ya-Dong, Gan Xue-Tao, Ju Pei, Pang Yan, Yuan Lin-Guang, Zhao Jian-Lin. Control of topological structure in high-order optical vortices by use of noncanonical helical phase. Acta Physica Sinica, 2015, 64(3): 034204. doi: 10.7498/aps.64.034204
    [10] Zhao Shan-Shan, He Wen-Ping. Performance evaluation of Chinese air temperature simulated by Beijing Climate Center Climate System Model on the basis of the long-range correlation. Acta Physica Sinica, 2014, 63(20): 209201. doi: 10.7498/aps.63.209201
    [11] Zhou Xuan, Yang Fan, Zhang Feng-Ming, Zhou Wei-Ping, Zou Wei. Control method for complex network topological connection optimization. Acta Physica Sinica, 2013, 62(15): 150201. doi: 10.7498/aps.62.150201
    [12] Chen Li-Juan, Lu Shi-Ping. The problem of periodic solution of nonlinear model in zero-dimensional climate system. Acta Physica Sinica, 2013, 62(20): 200201. doi: 10.7498/aps.62.200201
    [13] Tian Li-Xin, He Ying-Huan, Huang Yi. A novel local-world-like evolving bipartite network model. Acta Physica Sinica, 2012, 61(22): 228903. doi: 10.7498/aps.61.228903
    [14] He Min-Hua, Zhang Duan-Ming, Wang Hai-Yan, Li Xiao-Gang, Fang Pin-Jie. Public opinion evolution model with the variable topology structure based on scale free network. Acta Physica Sinica, 2010, 59(8): 5175-5181. doi: 10.7498/aps.59.5175
    [15] Chen Wei-Dong, Xu Hua, Guo Qi. Dynamic analysis on the topological properties of the complex network of international oil prices. Acta Physica Sinica, 2010, 59(7): 4514-4523. doi: 10.7498/aps.59.4514
    [16] Zhou Lei, Gong Zhi-Qiang, Zhi Rong, Feng Guo-Lin. Study on the regional characteristics of the temperature changes in China based on complex network. Acta Physica Sinica, 2009, 58(10): 7351-7358. doi: 10.7498/aps.58.7351
    [17] Zhang Li-Li, Zhang Jin-Lu, Jiang Jian-Guo, Zhou Heng-Wei, Huang Yi-Neng. Modeling the inter-molecular orientational correlation in orientational glassformers and the simulation analysis. Acta Physica Sinica, 2008, 57(9): 5817-5822. doi: 10.7498/aps.57.5817
    [18] Zhou Lei, Gong Zhi-Qiang, Zhi Rong, Feng Guo-Lin. An approach to research the topology of Chinese temperature sequence based on complex network. Acta Physica Sinica, 2008, 57(11): 7380-7389. doi: 10.7498/aps.57.7380
    [19] Zhang Hai-Yan, GNgele, Ma Hong-Ru. . Acta Physica Sinica, 2002, 51(8): 1892-1896. doi: 10.7498/aps.51.1892
    [20] ZHANG HAI-YAN, GERHARD M?GELE, MA HONG-RU. SHORT-TIME DYNAMICS OF TWO-COMPONENTCOLLOIDAL SUSPENSIONS. Acta Physica Sinica, 2001, 50(9): 1810-1817. doi: 10.7498/aps.50.1810
Metrics
  • Abstract views:  8306
  • PDF Downloads:  806
  • Cited By: 0
Publishing process
  • Received Date:  16 October 2009
  • Accepted Date:  01 April 2010
  • Published Online:  15 September 2010

/

返回文章
返回
Baidu
map