Revealing a lognormal cascading process in turbulent velocity statistics with wavelet analysis

被引:44
作者
Arneodo, A
Manneville, S
Muzy, JF
Roux, SG
机构
[1] Ctr Rech Paul Pascal, F-33600 Pessac, France
[2] ESPCI, Lab Ondes & Acoust, F-75005 Paris, France
[3] NASA, Goddard Space Flight Ctr, Climate & Radiat Branch, Greenbelt, MD 20771 USA
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 1999年 / 357卷 / 1760期
关键词
turbulence; wavelet analysis; intermittency; self-similarity; cascade models; multifractals;
D O I
10.1098/rsta.1999.0440
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We use the continuous wavelet transform to extract a cascading process from experimental turbulent velocity signals. We mainly investigate various statistical quantities such as the singularity spectrum, the self-similarity kernel and space-scale correlation functions, which together provide information about the possible existence and nature of the underlying multiplicative structure. We show that, at the highest accessible Reynolds numbers, the experimental data do not allow us to distinguish various phenomenological cascade models recently proposed to account for intermittency from their lognormal approximation. In addition, we report evidence that velocity fluctuations are not scale-invariant but possess more complex self-similarity properties, which are likely to depend on the Reynolds number. We comment on the possible asymptotic validity of the multifractal description.
引用
收藏
页码:2415 / 2438
页数:24
相关论文
共 64 条
[1]  
AMEODO A, 1996, EPL-EUROPHYS LETT, V34, P411
[2]  
[Anonymous], 1993, Ten Lectures of Wavelets
[3]   HIGH-ORDER VELOCITY STRUCTURE FUNCTIONS IN TURBULENT SHEAR FLOWS [J].
ANSELMET, F ;
GAGNE, Y ;
HOPFINGER, EJ ;
ANTONIA, RA .
JOURNAL OF FLUID MECHANICS, 1984, 140 (MAR) :63-89
[4]   Towards log-normal statistics in high Reynolds number turbulence [J].
Arneodo, A ;
Manneville, S ;
Muzy, JF .
EUROPEAN PHYSICAL JOURNAL B, 1998, 1 (01) :129-140
[5]   Experimental evidence for anomalous scale dependent cascading process in turbulent velocity statistics [J].
Arneodo, A ;
Manneville, S ;
Muzy, JF ;
Roux, SG .
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 1999, 6 (03) :374-381
[6]   Analysis of random cascades using space-scale correlation functions [J].
Arneodo, A ;
Bacry, E ;
Manneville, S ;
Muzy, JF .
PHYSICAL REVIEW LETTERS, 1998, 80 (04) :708-711
[7]   THE THERMODYNAMICS OF FRACTALS REVISITED WITH WAVELETS [J].
ARNEODO, A ;
BACRY, E ;
MUZY, JF .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1995, 213 (1-2) :232-275
[8]   Random cascades on wavelet dyadic trees [J].
Arneodo, A ;
Bacry, E ;
Muzy, JF .
JOURNAL OF MATHEMATICAL PHYSICS, 1998, 39 (08) :4142-4164
[9]  
Arneodo A, 1997, J PHYS II, V7, P363, DOI 10.1051/jp2:1997130
[10]   SINGULARITY SPECTRUM OF FRACTAL SIGNALS FROM WAVELET ANALYSIS - EXACT RESULTS [J].
BACRY, E ;
MUZY, JF ;
ARNEODO, A .
JOURNAL OF STATISTICAL PHYSICS, 1993, 70 (3-4) :635-674