Discriminating low frequency components from long range persistent fluctuations in daily atmospheric temperature variability

Atmospheric Chemistry and Physics

Volumn 9, Issue 14, 2009, Pages 4537-4544

  Lanfredi, M ^a,b   Simoniello, T ^a,b   Cuomo, V ^a   MacChiato, M ^b,c  

^a CNR   (Italy)

^b Consorzio Interuniversitario per la Fisica della Materia ^*  (Italy)

^c UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

AIR TEMPERATURE; CLIMATE CHANGE; CLIMATE MODELING; DIURNAL VARIATION; MARKOV CHAIN; POWER LAW; REGIONAL CLIMATE; TIME SERIES ANALYSIS;

EUROPE;

EID: 72449148780     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-9-4537-2009     Document Type: Article

References (33)

1. Blender, R. and Fraedrich, K.: Long time memory in global warming simulations, Geophys. Res. Lett., 30(14), 1769, doi:10.1029/2003GL017666, 2003.
2. Blender, R. and Fraedrich K.: Comment on "Volcanic forcing improves atmosphere-ocean coupled general circulation model scaling performance", Geophys. Res. Lett., 31, L22213, doi:10.1029/2004GL020797, 2004. (Pubitemid 40280928)
3. Bradley, J.: Distribution-free statistical tests, Prentice-Hall, Engle-wood Cliffs, NJ, 1968.
4. Bunde, A., Schellnhuber, H.-J., and J. Kropp (Eds.): The Science of Disasters, SpringerScience, Potsdam, Germany, 2002.
5. Eichner, J. F., Koscielny-Bunde, E., Bunde, A., Havlin, S., and Schellnhuber, H. J.: Phys. Rev. E, 68, 046133, doi:10.1103/PhysRevE.68.046133, 2003.
6. Freeman, M. P., Watkins, N. W., and Riley, D. J.: Evidence for a solar wind origin of the power law burst lifetime distribution of the AE indices, Geophys. Res. Lett., 27(8), 1087-1090, doi: 10.1029/1999GL010742, 1999.
7. Gao, J., Tung, W.-W., Hu, J., Cao, Y., Sarshar, N., and Roy-chowdhury, V. P.: Assessment of long-range correlation in time series: How to avoid pitfalls, Phys. Rev. E, 73, 016117, doi:10.1103/PhysRevE.73.016117, 2006. (Pubitemid 43254404)
8. Govindan, R. B., Vjushin, D., Brenner, S., Bunde, A., Havlin, S., and Schellnhuber, H.-J.: Long-range correlations and trends in global climate models: Comparison with real data, Physica A, 294(1-2), 239-248, doi:10.1016/S0378-4371(01)00110-8, 2001. (Pubitemid 32446715)
9. Govindan, R. B., Vyushin, D., Bunde, A., and Brenner, S.: Global Climate Models Violate Scaling of the Observed Atmospheric Variability, Phys. Rev. Lett., 89, 028501, doi:10.1103/PhysRevLett.89.028501, 2002.
10. Haggerty, R., Wondzell, S. M., and Johnson, M. A.: Power-law, residence time distribution in the hyporheic zone of a 2nd-order mountain stream, Geophys. Res. Lett., 29(13), 1640, doi:10.1029/2002GL014743, 2002.
11. Hasselmann, K.: Stochastic climate models, Part I, Theory, Tellus, 28, 473-485, 1976.
12. Hu, K., Ivanov, P. Ch., Chen, Z., Carpena, P., and Stanley, H. E.: Effect of trends on detrended fluctuation analysis, Phys. Rev. E, 64, 011114, doi:10.1103/PhysRevE.64.011114, 2001
13. Jenkins, G. M. and D. Watts: Spectral Analysis and its Applications, Holden-Day, p. 332, 1968.
14. Kantelhardt, J. W., Koscielny-Bunde, E., Rego, H. H. A., Havlin, S., and Bunde, A.: Detecting long-range correlations with detrended fluctuation analysis, Physica A, 295, 441-454, 2001.
15. Kantelhardt, J. W., Havlin, S., and Ivanov, P. Ch.: Modeling transient correlations in heartbeat dynamics during sleep, Europhys. Lett., 62(2), 147-153, 2003.
16. Kantelhardt, J. W., Koscielny-Bunde, E., Rybski, D., Braun, P., Bunde, A., and Havlin S.: Long-term persistence and multifrac-tality of precipitation and river runoff records, J. Geophys. Res., 111, D01106, doi:10.1029/ 2005JD005881, 2006. (Pubitemid 43263779)
17. Király, A. and Jánosi, I. M.: Stochastic modelling of daily temperature fluctuations, Phys. Rev. E, 65, 051102, doi:10.1103/PhysRevE.65. 051102, 2002. (Pubitemid 40606735)
18. Klein Tank, A. M. G., Wijngaard, J. B., Können, G. P., Böhm, R., et al.: Daily dataset of 20th-century surface air temperature and precipitation series for the European Climate Assessment, Int. J. Climatol., 22, 1441-1453, doi:10.1002/joc.773, 2002. (Pubitemid 35288961)
19. Koscielny-Bunde, E., Bunde, A., Havlin, S. and Goldreich, Y.: Analysis of daily temperature fluctuations, Physica A, 231, 393-396, 1996.
20. Koscielny-Bunde, E., Bunde, A., Havlin, S., Roman, H. E., Goldre-ich, Y. and Schellnhuber, H-J.: Indication of a Universal Persistence Law Governing Atmospheric Variability, Phys. Rev. Lett., 81(3), 729-732, 1998.
21. Kurnaz, M. L.: Application of Detrended Flucuation Analysis to monthly average of the maximum daily temperature to resolve different Climates, Fractals, 12(4), 365-373, 2004.
22. Mandelbrot, B. B. and van Ness, J. W.: Fractional Brownian motions, fractional noises and applications, SIAM Rev., 10, 422-437, 1968.
23. Matsoukas, C., Islam, S., and Rodriguez-Iturbe, I.: Detrended fluctuation analysis of rainfall and streamflow time series, J. Geo-phys. Res., 105(D23), 29165-29 172, 2000.
24. Mauran, D., Rust, H. W., and Timmer, J.: Tempting long-memory-on the interpretation of DFA results, Nonlin. Processes Geophys., 11, 495-503, 2004, http://www.nonlin-processes-geophys.net/11/495/2004/.
25. Metzler, R.: Comment on "Power-law correlations in the southern-oscillation-index fluctuations characterizing El Niño", Phys. Rev. E, 67, 018201, doi:10.1103/PhysRevE.67.018201, 2003.
26. Monetti, R. A., Havlin, S., and Bunde, A.: Long-term persistence in the sea surface temperature fluctuations, Physica A, 320, 581-589, 2003.
27. Mosedale, T. J., Stephenson, D. B., and Collins, M.: Atlantic Atmosphere-Ocean Interaction: A Stochastic Climate Model-Based Diagnosis, J. Climate, 18, 1086-1095, doi:10.1175/JCLI-3315.1, 2005. (Pubitemid 40578922)
28. Peng, C. K., Havlin, S., Stanley, H. E. and Goldberger, A. L.: Quantification of scaling exponents and crossover phenomena in heartbeat time series, Chaos, 5(1), 82-87, 1995.
29. Rust, H.: Interactive comment on "Long-memory processes in global ozone and temperature variations" by C. Varotsos and D. Kirk-Davidoff, Atmos. Chem. Phys. Discuss., 6, S1182-S1185, 2006.
30. Varotsos, C., Ondov, J., and Efstathiou, M.: Scaling properties of air pollution in Athens, Greece and Baltimore, Maryland, Atmos. Environ., 39, 4041-4047, 2005.
31. ? N, At-mos. Chem. Phys., 6, 4093-4100, 2006, http://www.atmos-chem-phys.net/6/4093/2006/.
32. Vyushin, D., Zhidkov, I., Havlin, S., Bunde, A., and Brenner, S.: Volcanic forcing improves atmosphere-ocean coupled general circulation model scaling performance, Geophys. Res. Lett., 31, L10206, doi:10.1029/2004GL019499, 2004a. (Pubitemid 39102713)
33. Vyushin, D., Zhidkov, I., Havlin, S., Bunde, A., and Brenner, S.: Reply to the Comment on "Volcanic forcing improves atmosphere-ocean coupled general circulation model scaling performance", Geophys. Res. Lett., 31, L10206, doi:10.1029/2004GL019499, 2004b. (Pubitemid 39102713)