Disentangling different types of El Niño episodes by evolving climate network analysis

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 88, Issue 5, 2013, Pages

  Radebach, A ^a,b,c,d   Donner, R V ^a,e   Runge, J ^a,b   Donges, J F ^a,b,f   Kurths, J ^a,b,g  

^a POTSDAM INSTITUTE FOR CLIMATE IMPACT RESEARCH   (Germany)

^b HUMBOLDT UNIVERSITY   (Germany)

^c MERCATOR RESEARCH INSTITUTE ON GLOBAL COMMONS AND CLIMATE CHANGE   (Germany)

^d TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^e MAX PLANCK INSTITUTE FOR BIOGEOCHEMISTRY   (Germany)

^f STOCKHOLM UNIVERSITY   (Sweden)

^g UNIVERSITY OF ABERDEEN   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION STRUCTURE; FUNCTIONAL DISCRIMINATION; MULTIPLE TIME SERIES; NETWORK CHARACTERISTICS; SCIENTIFIC DISCIPLINE; SOUTHERN OSCILLATION; SURFACE AIR TEMPERATURES; TEMPORAL VARIABILITY;

CONDENSED MATTER PHYSICS; PHYSICS;

ATMOSPHERIC PRESSURE;

EID: 84888193906     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.88.052807     Document Type: Article

References (130)

1. R. Albert and A.-L. Barabási, Rev. Mod. Phys. RMPHAT 0034-6861 10.1103/RevModPhys.74.47 74, 47 (2002).
2. M. E. J. Newman, SIAM Rev. SIREAD 0036-1445 10.1137/S003614450342480 45, 167 (2003).
3. S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, and D.-U. Hwang, Phys. Rep. PRPLCM 0370-1573 10.1016/j.physrep.2005.10.009 424, 175 (2006). (Pubitemid 43135890)
4. I. Zaliapin, E. Foufoula-Georgiou, and M. Ghil, J. Geophys. Res. Earth Surface JGREA2 0148-0227 10.1029/2009JF001281 115, F00A15 (2010).
5. S. Abe and N. Suzuki, Europhys. Lett. EULEEJ 0295-5075 10.1209/epl/i2003-10108-1 65, 581 (2004). (Pubitemid 38214162)
6. M. Baiesi and M. Paczuski, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.69.066106 69, 066106 (2004).
7. J. Davidsen, P. Grassberger, and M. Paczuski, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.77.066104 77, 066104 (2008).
8. A. Jiménez, K. F. Tiampo, A. M. Posadas, F. Luzón, and R. Donner, Eur. Phys. J.: Spec. Top. 1951-6355 10.1140/epjst/e2009-01099-1 174, 181 (2009).
9. H. Vogel and K. Roth, Adv. Water Resour. AWREDI 0309-1708 10.1016/S0309-1708(00)00055-5 24, 233 (2001).
10. A. Santiago, J. P. Cárdenas, J. C. Losada, R. M. Benito, A. M. Tarquis, and F. Borondo, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-15-893-2008 15, 893 (2008).
11. S. J. Mooney and D. Korošak, Soil Sci. Soc. Am. J. SSSJD4 1435-0661 10.2136/sssaj2008.0222 73, 1094 (2009).
12. J. B. Elsner, T. H. Jagger, and E. A. Fogarty, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2009GL039129 36, L16702 (2009).
13. J. F. Donges, R. V. Donner, K. Rehfeld, N. Marwan, M. H. Trauth, and J. Kurths, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-18-545-2011 18, 545 (2011).
14. J. F. Donges, R. V. Donner, M. H. Trauth, N. Marwan, H. J. Schellnhuber, and J. Kurths, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas. 1117052108 108, 20422 (2011).
15. R. V. Donner and J. F. Donges, Acta Geophys. 1895-6572 10.2478/s11600-012-0032-x 60, 589 (2012).
16. L. Telesca and M. Lovallo, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/97/50002 97, 50002 (2012).
17. J. O. Pierini, M. Lovallo, and L. Telesca, Physica A PHYADX 0378-4371 10.1016/j.physa.2012.05.049 391, 5041 (2012).
18. J. H. Feldhoff, R. V. Donner, J. F. Donges, N. Marwan, and J. Kurths, Phys. Lett. A PYLAAG 0375-9601 10.1016/j.physleta.2012.10.008 376, 3504 (2012).
19. A. A. Tsonis and P. J. Roebber, Physica A PHYADX 0378-4371 10.1016/j.physa.2003.10.045 333, 497 (2004).
20. A. A. Tsonis, K. L. Swanson, and P. J. Roebber, Bull. Am. Meteorol. Soc. BAMIAT 0003-0007 10.1175/BAMS-87-5-585 87, 585 (2006). (Pubitemid 43811064)
21. A. A. Tsonis and K. L. Swanson, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.100.228502 100, 228502 (2008).
22. A. A. Tsonis, K. L. Swanson, and G. Wang, J. Clim. JLCLEL 0894-8755 10.1175/2007JCLI1907.1 21, 2990 (2008).
23. A. Tsonis, G. Wang, K. Swanson, F. Rodrigues, and L. Costa, Clim. Dyn. CLDYEM 0930-7575 10.1007/s00382-010-0874-3 37, 933 (2011).
24. A. A. Tsonis and K. L. Swanson, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-19-559-2012 19, 559 (2012).
25. A. Gozolchiani, K. Yamasaki, O. Gazit, and S. Havlin, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/83/28005 83, 28005 (2008).
26. A. Gozolchiani, S. Havlin, and K. Yamasaki, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.107.148501 107, 148501 (2011).
27. K. Yamasaki, A. Gozolchiani, and S. Havlin, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.100.228501 100, 228501 (2008).
28. K. Yamasaki, A. Gozolchiani, and S. Havlin, Prog. Theor. Phys. Suppl. PTPSAL 0375-9687 10.1143/PTPS.179.178 179, 178 (2009).
29. R. V. Donner, T. Sakamoto, and N. Tanizuka, in Nonlinear Time Series Analysis in the Geosciences: Applications in Climatology, Geodynamics and Solar-Terrestrial Physics, edited by, R. V. Donner, and, S. M. Barbosa, (Springer, Berlin, 2008), pp. 124-154.
30. J. F. Donges, Y. Zou, N. Marwan, and J. Kurths, Eur. Phys. J.: Spec. Top. 1951-6355 10.1140/epjst/e2009-01098-2 174, 157 (2009).
31. J. F. Donges, Y. Zou, N. Marwan, and J. Kurths, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/87/48007 87, 48007 (2009).
32. J. F. Donges, H. C. H. Schultz, N. Marwan, Y. Zou, and J. Kurths, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2011-10795-8 84, 635 (2011).
33. K. Steinhaeuser, N. V. Chawla, and A. R. Ganguly, SIGKDD Explorations 1931-0145 10.1145/1882471.1882476 12, 25 (2010).
34. K. Steinhaeuser, N. V. Chawla, and A. R. Ganguly, Statist. Anal. Data Mining 1932-1864 10.1002/sam.10100 4, 497 (2011).
35. K. Steinhaeuser, A. R. Ganguly, and N. V. Chawla, Clim. Dyn. CLDYEM 0930-7575 10.1007/s00382-011-1135-9 39, 889 (2012).
36. K. Steinhaeuser, N. V. Chawla, and A. R. Ganguly, in Proceedings of the 2010 Conference on Intelligent Data Understanding, CIDU 2010, edited by, A. N. Srivastava, N. V. Chawla, P. S. Yu, and, P. Melby, (NASA Ames Research Center, Mountain View, CA, 2010), pp. 16-26.
37. A. Pelan, K. Steinhaeuser, N. Chawla, D. de Alwis Pitts, and A. Ganguly, in 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) (IEEE, New York, 2011), pp. 239-245.
38. J. Kawale, S. Liess, A. Kumar, M. Steinbach, A. R. Ganguly, N. F. Samatova, F. H. M. Semazzi, P. K. Snyder, and V. Kumar, in Proceedings of the 2011 Conference on Intelligent Data Understanding, CIDU 2011, edited by, A. N. Srivastava, N. V. Chawla, and, A. S. Perera, (NASA Ames Research Center, Mountain View, CA, 2011), pp. 30-44.
39. J. Kawale, M. Steinbach, and V. Kumar, in Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011 (SIAM/Omnipress, Philadelphia, 2011), pp. 107-118.
40. M. Barreiro, A. C. Marti, and C. Masoller, Chaos CHAOEH 1054-1500 10.1063/1.3545273 21, 013101 (2011).
41. N. Malik, N. Marwan, and J. Kurths, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-17-371-2010 17, 371 (2010).
42. N. Malik, B. Bookhagen, N. Marwan, and J. Kurths, Clim. Dyn. CLDYEM 0930-7575 10.1007/s00382-011-1156-4 39, 971 (2012).
43. N. Boers, B. Bookhagen, N. Marwan, J. Kurths, and J. Marengo, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1002/grl.50681 40, 4386 (2013).
44. M. Paluš, D. Hartman, J. Hlinka, and M. Vejmelka, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-18-751-2011 18, 751 (2011).
45. Y. Berezin, A. Gozolchiani, and S. Havlin, Sci. Rep. 2045-2322 10.1038/srep00666 2, 666 (2012).
46. O. Guez, A. Gozolchiani, Y. Berezin, S. Brenner, and S. Havlin, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/98/38006 98, 38006 (2012).
47. I. Ebert-Uphoff and Y. Deng, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2012GL053269 39, L19701 (2012).
48. I. Ebert-Uphoff and Y. Deng, J. Clim. JLCLEL 0894-8755 10.1175/JCLI-D-11-00387.1 25, 5648 (2012).
49. A. Feng, Z. Gong, Q. Wang, and G. Feng, Theor. Appl. Climatol. 0177-798X 10.1007/s00704-012-0600-7 109, 635 (2012).
50. L. Carpi, P. Saco, O. Rosso, and M. Ravetti, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2012-30413-7 85, 389 (2012).
51. L. C. Carpi, P. M. Saco, O. A. Rosso, and M. G. Ravetti, in Dynamics of Information Systems: Mathematical Foundations, edited by, A. Sorokin, R. Murphey, M. T. Thai, and, P. M. Pardalos, Springer Proceedings in Mathematics and Statistics Vol. 20 (Springer, Berlin, 2012), pp. 157-173.
52. A. Rheinwalt, N. Marwan, J. Kurths, P. Werner, and F.-W. Gerstengarbe, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/100/28002 100, 28002 (2012).
53. I. Fountalis, A. Bracco, and C. Dovrolis, Clim. Dyn., doi: 10.1007/s00382-013-1729-5 (2013).
54. K. Steinhaeuser and A. A. Tsonis, Clim. Dyn., doi 10.1007/s00382-013- 1761-5 (2013).
55. J. Hlinka, D. Hartman, M. Vejmelka, D. Novotná, and M. Paluš, Clim. Dyn., doi: 10.1007/s00382-013-1780-2 (2013).
56. J. Hlinka, D. Hartman, M. Vejmelka, J. Runge, N. Marwan, J. Kurths, and M. Paluš, Entropy ENTRFG 1099-4300 10.3390/e15062023 15, 2023 (2013).
57. E. A. Martin, M. Paczuski, and J. Davidsen, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/102/48003 102, 48003 (2013).
58. M. van der Mheen, H. A. Dijkstra, A. Gozolchiani, M. den Toom, Q. Feng, J. Kurths, and E. Hernandez-Garcia, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1002/grl.50515 40, 2714 (2013).
59. G. Tirabassi and C. Masoller, Europhys. Lett. EULEEJ 0295-5075 10.1209/0295-5075/102/59003 102, 59003 (2013).
60. J. Deza, M. Barreiro, and C. Masoller, Eur. Phys. J.: Spec. Top. 1951-6355 10.1140/epjst/e2013-01856-5 222, 511 (2013).
61. J. Ludescher, A. Gozolchiani, M. I. Bogachev, A. Bunde, S. Havlin, and H. J. Schellnhuber, Proc. Natl. Acad. Sci. USA PNASA6 0027-8424 10.1073/pnas.1309353110 110, 11742 (2013).
62. L. d. F. Costa, F. A. Rodrigues, G. Travieso, and P. R. V. Boas, Adv. Phys. ADPHAH 0001-8732 10.1080/00018730601170527 56, 167 (2007). (Pubitemid 46504905)
63. A. R. McIntosh, C. L. Grady, L. G. Ungerleider, J. V. Haxby, S. I. Rapoport, and B. Horwitz, J. Neurosci. 14, 655 (1994).
64. C. Zhou, L. Zemanova, G. Zamora, C. C. Hilgetag, and J. Kurths, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.97.238103 97, 238103 (2006). (Pubitemid 44888105)
65. K. A. Schindler, S. Bialonski, M. T. Horstmann, C. E. Elger, and K. Lehnertz, Chaos CHAOEH 1054-1500 10.1063/1.2966112 18, 033119 (2008).
66. E. Bullmore and O. Sporns, Nat. Rev. Neurosci. 1471-003X 10.1038/nrn2575 10, 186 (2009).
67. G. Zamora-López, C. Zhou, and J. Kurths, Front. Neurosci. 10.3389/fnins.2011.00083 5, 83 (2011).
68. M.-T. Kuhnert, C. E. Elger, and K. Lehnertz, Chaos CHAOEH 1054-1500 10.1063/1.3504998 20, 043126 (2010).
69. P. Holme and J. Saramäki, Phys. Rep. PRPLCM 0370-1573 10.1016/j.physrep.2012.03.001 519, 97 (2012).
70. E. Kalnay, M. Kanamitsu, R. Kistler, W. Collins, D. Deaven, L. Gandin, M. Iredell, S. Saha, G. White, J. Woollen, Bull. Am. Meteorol. Soc. BAMIAT 0003-0007 10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2 77, 437 (1996).
71. D. J. Thomson, Science SCIEAS 0036-8075 10.1126/science.268.5207.59 268, 59 (1995).
72. M. Paluš, D. Novotná, and P. Tichavský, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2005GL022838 32, L12805 (2005). (Pubitemid 41398470)
73. D. Rybski, A. Holsten, and J. P. Kropp, Physica A PHYADX 0378-4371 10.1016/j.physa.2010.10.043 390, 680 (2011).
74. J. Heitzig, J. F. Donges, Y. Zou, N. Marwan, and J. Kurths, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2011-20678-7 85, 38 (2012).
75. S. Bialonski, M.-T. Horstmann, and K. Lehnertz, Chaos CHAOEH 1054-1500 10.1063/1.3360561 20, 013134 (2010).
76. R. Heikes and D. A. Randall, Mon. Weather Rev. MWREAB 0027-0644 10.1175/1520-0493(1995)123<1862:NIOTSW>2.0.CO;2 123, 1862 (1995).
77. P. W. Jones, A User's Guide for SCRIP: A Spherical Coordinate Remapping and Interpolation Package (Los Alamos National Laboratory, Los Alamos, NM, 1998).
78. K. Rehfeld, N. Marwan, J. Heitzig, and J. Kurths, Nonlin. Processes Geophys. 1607-7946 10.5194/npg-18-389-2011 18, 389 (2011).
79. J. Runge, MS thesis, Humboldt-University Berlin, 2010.
80. J. Runge, J. Heitzig, V. Petoukhov, and J. Kurths, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.108.258701 108, 258701 (2012).
81. J. Runge, J. Heitzig, N. Marwan, and J. Kurths, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.86.061121 86, 061121 (2012).
82. T. Schreiber and A. Schmitz, Physica D PDNPDT 0167-2789 10.1016/S0167-2789(00)00043-9 142, 346 (2000).
83. A. C. Davison and D. V. Hinkley, Bootstrap Methods and Their Application, Cambridge Series on Statistical and Probabilistic Mathematics (Cambridge University Press, Cambridge, 1997).
84. A. Barrat and M. Weigt, Eur. Phys. J. B EPJBFY 1434-6028 10.1007/s100510050067 13, 547 (2000).
85. D. J. Watts and S. H. Strogatz, Nature (London) NATUAS 0028-0836 10.1038/30918 393, 440 (1998). (Pubitemid 28292183)
86. S. Bialonski, M. Wendler, and K. Lehnertz, PLoS ONE 1932-6203 10.1371/journal.pone.0022826 6, e22826 (2011).
87. J. Dall and M. Christensen, Phys. Rev. E 1063-651X 10.1103/PhysRevE.66. 016121 66, 016121 (2002). (Pubitemid 40599055)
88. R. V. Donner, J. Heitzig, J. F. Donges, Y. Zou, and J. Kurths, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2011-10899-1 84, 653 (2011).
89. J. F. Donges, J. Heitzig, R. V. Donner, and J. Kurths, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.85.046105 85, 046105 (2012).
90. R. W. Hamming, Bell Syst. Tech. J. BSTJAN 0005-8580 10.1002/j.1538-7305. 1950.tb00463.x 29, 147 (1950).
91. P. J. Laurienti, K. E. Joyce, Q. K. Telesford, J. H. Burdette, and S. Hayasaka, Physica A PHYADX 0378-4371 10.1016/j.physa.2011.05.011 390, 3608 (2011).
92. D. W. Scott, Multivariate Density Estimation (John Wiley & Sons, New York, 1992).
93. A. J. Clarke, An Introduction to the Dynamics of El Niño & the Southern Oscillation (Academic Press, London, 2008).
94. D. Maraun and J. Kurths, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2005GL023225 32, L15709 (2005). (Pubitemid 41398749)
95. I. I. Mokhov, D. A. Smirnov, P. I. Nakonechny, S. S. Kozlenko, E. P. Seleznev, and J. Kurths, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2010GL045932 38, L00F04 (2011).
96. K. E. Trenberth, Bull. Am. Meteorol. Soc. BAMIAT 0003-0007 10.1175/1520-0477(1997)078<2771:TDOENO>2.0.CO;2 78, 2771 (1997).
97. N. A. Rayner, D. E. Parker, E. B. Horton, C. K. Folland, L. V. Alexander, D. P. Rowell, E. C. Kent, and A. Kaplan, J. Geophys. Res. Atmos. JGREA2 0148-0227 10.1029/2002JD002670 108, D4407 (2003).
98. E. Ravasz, A. L. Somera, D. A. Mongru, Z. N. Oltvai, and A.-L. Barabasi, Science SCIEAS 0036-8075 10.1126/science.1073374 297, 1551 (2002). (Pubitemid 34971002)
99. E. Ravasz and A.-L. Barabási, Phys. Rev. E 1063-651X 10.1103/PhysRevE.67.026112 67, 026112 (2003).
100. S. N. Dorogovtsev, A. V. Goltsev, and J. F. F. Mendes, Phys. Rev. E 1063-651X 10.1103/PhysRevE.65.066122 65, 066122 (2002). (Pubitemid 40606656)
101. G. Szabó, M. Alava, and J. Kertész, Phys. Rev. E 1063-651X 10.1103/PhysRevE.67.056102 67, 056102 (2003).
102. A. Vázquez, Phys. Rev. E 1063-651X 10.1103/PhysRevE.67.056104 67, 056104 (2003).
103. S. H. Y. Chan, R. V. Donner, and S. Lämmer, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2011-10889-3 84, 563 (2011).
104. H. Kutza, MS thesis, Humboldt University of Berlin, 2012.
105. A. Radebach, MS thesis, Humboldt University of Berlin, 2010.
106. K. E. Trenberth and D. P. Stepaniak, J. Clim. JLCLEL 0894-8755 10.1175/1520-0442(2001)014<1697:LIOENO>2.0.CO;2 14, 1697 (2001).
107. M. Sato, J. E. Hansen, M. P. McCormick, and J. B. Pollack, J. Geophys. Res. Atmos. JGREA2 0148-0227 10.1029/93JD02553 98, 22987 (1993).
108. H.-Y. Kao and J.-Y. Yu, J. Clim. JLCLEL 0894-8755 10.1175/2008JCLI2309.1 22, 615 (2009).
109. J.-S. Kug, F.-F. Jin, and S.-I. An, J. Clim. JLCLEL 0894-8755 10.1175/2008JCLI2624.1 22, 1499 (2009).
110. M. P. McCormick, L. W. Thomason, and C. R. Trepte, Nature (London) NATUAS 0028-0836 10.1038/373399a0 373, 399 (1995).
111. A. Robock and J. P. Mao, J. Clim. JLCLEL 0894-8755 10.1175/1520- 0442(1995)008<1086:TVSIST>2.0.CO;2 8, 1086 (1995).
112. D. E. Parker, H. Wilson, P. D. Jones, J. R. Christy, and C. K. Folland, Int. J. Climatol. IJCLEU 0899-8418 10.1002/(SICI)1097-0088(199605)16:5<487:: AID-JOC39>3.0.CO;2-J 16, 487 (1996).
113. B. Pompe and J. Runge, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.83. 051122 83, 051122 (2011).
114. N. K. Larkin and D. E. Harrison, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2005GL022738 32, L13705 (2005). (Pubitemid 41319975)
115. K. Ashok, S. K. Behera, S. A. Rao, H. Weng, and T. Yamagata, J. Geophys. Res. Oceans JGREA2 0148-0227 10.1029/2006JC003798 112, C11007 (2007).
116. G. N. Kiladis and H. van Loon, Mon. Weather Rev. MWREAB 0027-0644 10.1175/1520-0493(1988)116<0120:TSOPVM>2.0.CO;2 116, 120 (1988).
117. H. H. Hendon, E. Lim, G. Wang, O. Alves, and D. Hudson, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2009GL040100 36, L19713 (2009).
118. S.-W. Yeh, J.-S. Kug, B. Dewitte, M.-H. Kwon, B. P. Kirtman, and F.-F. Jin, Nature (London) NATUAS 0028-0836 10.1038/nature08316 461, 511 (2009).
119. H.-M. Kim, P. J. Webster, and J. A. Curry, Science SCIEAS 0036-8075 10.1126/science.1174062 325, 77 (2009).
120. M. J. McPhaden and X. Zhang, Geophys. Res. Lett. GPRLAJ 0094-8276 10.1029/2009GL038774 36, L13703 (2009).
121. W. Kim, S.-W. Yeh, J.-H. Kim, J.-S. Kug, and M. Kwon, Geophys. Res. Lett. 38, L15809 (2011).
122. Z.-Z. Hu, A. Kumar, B. Jha, W. Wang, B. Huang, and B. Huang, Clim. Dyn. CLDYEM 0930-7575 10.1007/s00382-011-1224-9 38, 2017 (2012).
123. H.-F. Graf and D. Zanchettin, J. Geophys. Res. Atmos. JGREA2 0148-0227 10.1029/2011JD016493 117, D01102 (2012).
124. K. Miyakoda, A. Cherchi, A. Navarra, S. Masina, and J. Ploshay, J. Meteorol. Soc. Jpn. Ser. II JMSJAU 0026-1165 10.2151/jmsj.2012-103 90, 35 (2012).
125. S. Kutterolf, M. Jegen, J. X. Mitrovica, T. Kwasnitschka, A. Freundt, and P. J. Huybers, Geology GLGYBA 0091-7613 10.1130/G33419.1 41, 227 (2013).
126. B. McGuire, Philos. Trans. R. Soc., A PTRMAD 1364-503X 10.1098/rsta.2010.0077 368, 2311 (2010).
127. R. Q. Quiroga, T. Kreuz, and P. Grassberger, Phys. Rev. E 1063-651X 10.1103/PhysRevE.66.041904 66, 041904 (2002). (Pubitemid 40606210)
128. http://www.esrl.noaa.gov/psd/
129. G. Csárdi and T. Nepusz, InterJournal CX.18, 1695 (2006).
130. J. F. Donges, J. Heitzig, J. Runge, H. C. Schultz, M. Wiedermann, A. Zech, J. Feldhoff, A. Rheinwalt, H. Kutza, A. Radebach, Geophys. Res. Abstr. 15, 3558 (2013).