Scaling and nonlinear behaviour of daily mean temperature time series across India
作者： Rajdeep Ray , Mofazzal Hossain Khondekar , Koushik Ghosh , Anup Kumar Bhattacharjee
DOI: 10.1016/J.CHAOS.2015.12.016
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摘要: Abstract In order to ascertain the dynamics of temperature variation in India, scaling properties daily mean time series obtained from seven different weather stations viz. Kolkata, Chennai, New Delhi, Mumbai, Bhopal, Agartala and Ahmadabad representing geographical zones India has been studied. Scaling profile across estimated calculation Hurst-Exponent parameter five methods. Hurst Exponent values confirm that all are Fractional Brownian Motion (FBM), statistically self-affine, anti-persistent Short Range Dependent (SRD) self similar. As SRD similarity is a common signature nonlinear dynamical process, further investigation made discover presence any behaviour Indian climate using Delay Vector Variance (DVV) method present confirms deterministic same.
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sci-hub.se 参考文章(39)
Benoit B. Mandelbrot, Fractals and Scaling in Finance Springer New York. ,(1997) , 10.1007/978-1-4757-2763-0
Donald B. Percival, Debashis Mondal, A Wavelet Variance Primer Handbook of Statistics. ,vol. 30, pp. 623- 657 ,(2012) , 10.1016/B978-0-444-53858-1.00022-3
Donald B. Percival, Peter Guttorp, Long-Memory Processes, the Allan Variance and Wavelets Wavelet Analysis and Its Applications. ,vol. 4, pp. 325- 344 ,(1994) , 10.1016/B978-0-08-052087-2.50018-9
Miguel A. Rivera-Castro, José G.V. Miranda, Daniel O. Cajueiro, Roberto F.S. Andrade, Detecting switching points using asymmetric detrended fluctuation analysis Physica A-statistical Mechanics and Its Applications. ,vol. 391, pp. 170- 179 ,(2012) , 10.1016/J.PHYSA.2011.07.009
DONALD P. PERCIVAL, On estimation of the wavelet variance Biometrika. ,vol. 82, pp. 619- 631 ,(1995) , 10.1093/BIOMET/82.3.619
Mofazzal Hossain Khondekar, Dipendra Nath Ghosh, Koushik Ghosh, Anup Kumar Bhattacharjee, Complexity in Solar Irradiance From the Earth Radiation Budget Satellite IEEE Systems Journal. ,vol. 9, pp. 487- 494 ,(2015) , 10.1109/JSYST.2013.2265182
Rajdeep Ray, Mofazzal Hossain Khondekar, Koushik Ghosh, Anup Kumar Bhattacharjee, Memory persistency and nonlinearity in daily mean dew point across India Theoretical and Applied Climatology. ,vol. 124, pp. 119- 128 ,(2016) , 10.1007/S00704-015-1401-6
Lo-Bin Chang, Stuart Geman, Empirical scaling laws and the aggregation of non-stationary data Physica A-statistical Mechanics and Its Applications. ,vol. 392, pp. 5046- 5052 ,(2013) , 10.1016/J.PHYSA.2013.06.049
Philippe Terrier, Olivier Dériaz, Persistent and anti-persistent pattern in stride-to-stride variability of treadmill walking: Influence of rhythmic auditory cueing Human Movement Science. ,vol. 31, pp. 1585- 1597 ,(2012) , 10.1016/J.HUMOV.2012.05.004
T. Higuchi, Approach to an irregular time series on the basis of the fractal theory Physica D: Nonlinear Phenomena. ,vol. 31, pp. 277- 283 ,(1988) , 10.1016/0167-2789(88)90081-4