Nonlinear correlations of daily temperature records over land

被引:52
作者
Bartos, I. [1 ]
Janosi, I. M. [1 ]
机构
[1] Eotvos Lorand Univ, Dept Phys Complex Syst, Budapest, Hungary
关键词
D O I
10.5194/npg-13-571-2006
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
We present a near global statistics on the correlation properties of daily temperature records. Data from terrestrial meteorological stations in the Global Daily Climatology Network are analyzed by means of detrended fluctuation analysis. Long-range temporal correlations extending up to several years are detected for each station. In order to reveal nonlinearity, we evaluated the magnitude of daily temperature changes (volatility) by the same method. The results clearly indicate the presence of nonlinearities in temperature time series, furthemore the geographic distribution of correlation exponents exhibits well defined clustering.
引用
收藏
页码:571 / 576
页数:6
相关论文
共 31 条
[1]   Nonlinearity and multifractality of climate change in the past 420,000 years [J].
Ashkenazy, Y ;
Baker, DR ;
Gildor, H ;
Havlin, S .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (22) :CLM2-1
[2]   Magnitude and sign correlations in heartbeat fluctuations [J].
Ashkenazy, Y ;
Ivanov, PC ;
Havlin, S ;
Peng, CK ;
Goldberger, AL ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 2001, 86 (09) :1900-1903
[3]   Long time memory in global warming simulations [J].
Blender, R ;
Fraedrich, K .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (14) :CLM7-1
[4]   Scaling of atmosphere and ocean temperature correlations in observations and climate models [J].
Fraedrich, K ;
Blender, R .
PHYSICAL REVIEW LETTERS, 2003, 90 (10) :4
[5]  
Fraedrich K., 2003, CHAOS GEOPHYSICAL FL, P63
[6]   Volatility in atmospheric temperature variability [J].
Govindan, RB ;
Bunde, A ;
Havlin, S .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 318 (3-4) :529-536
[7]   Practical implementation of nonlinear time series methods: The TISEAN package [J].
Hegger, R ;
Kantz, H ;
Schreiber, T .
CHAOS, 1999, 9 (02) :413-435
[8]   Links between annual, Milankovitch and continuum temperature variability [J].
Huybers, P ;
Curry, W .
NATURE, 2006, 441 (7091) :329-332
[9]   Understanding volatility correlation behavior with a magnitude cross-correlation function [J].
Jun, Woo Cheol ;
Oh, Gabjin ;
Kim, Seunghwan .
PHYSICAL REVIEW E, 2006, 73 (06)
[10]   Volatility of linear and nonlinear time series [J].
Kalisky, T ;
Ashkenazy, Y ;
Havlin, S .
PHYSICAL REVIEW E, 2005, 72 (01)