海洋和大气 pCO2 时间序列的缩放和间歇特性及其差异

IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Kévin Robache, François G. Schmitt, Yongxiang Huang
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引用次数: 0

摘要

摘要本研究考虑了由固定欧拉浮标记录的 38 个海洋和大气 pCO2 时间序列的多尺度动态,其分辨率为 3 小时。还研究了这些时间序列与海面温度和海面盐度数据之间的差异。这些序列具有多尺度湍流式波动,并显示出从三小时到年尺度的缩放特性。通过傅立叶分析估算了缩放指数,并考虑了所有参数以及不同生态系统(如沿海大陆架、 珊瑚礁、公海)的平均量。海面温度是唯一一个频谱斜率接近 5/3 的参数,相当于均质和各向同性湍流中的被动标量。其他参数的频谱斜率较小,从 1.18 到 1.35 不等。通过使用时间序列的经验模式分解和广义希尔伯特谱分析,在多分形框架内考虑了时间序列的间歇性。在对数正态多分形拟合框架内估算了凹矩函数,并估算了赫斯特指数和间歇参数。这是首次利用这种间歇湍流框架研究大气和海洋 pCO2 及其差值 ∆pCO2。结果表明,∆pCO2 时间序列具有幂律缩放,指数为 β = 1.32 ± 0.2。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scaling and intermittent properties of oceanic and atmospheric pCO2 time series and their difference
Abstract. In this study the multi-scale dynamics of 38 oceanic and atmospheric pCO2 time series from fixed Eulerian buoys recorded with three-hour resolution are considered. The difference between these time series, the sea surface temperature and the sea surface salinity data were also studied. These series possess multi-scale turbulent-like fluctuations and display scaling properties from three hours to the annual scale. Scaling exponents are estimated through Fourier analysis and their average quantities considered globally for all parameters, as well as for different ecosystems (e.g. coastal shelf, coral reefs, open ocean). Sea surface temperature is the only parameter for which a spectral slope close to 5/3 is found, corresponding to a passive scalar in homogeneous and isotropic turbulence. The other parameters had smaller spectral slopes, from 1.18 to 1.35. By using empirical mode decomposition of the time series, together with generalized Hilbert spectral analysis, the intermittency of the time series was considered in the multifractal framework. Concave moment functions were estimated and Hurst index and intermittency parameters estimated in the framework of a lognormal multifractal fit. It is the first time that atmospheric and oceanic pCO2 and their difference ∆pCO2 are studied using such intermittent turbulence framework. The ∆pCO2 time series was shown to possess power-law scaling with an exponent of β = 1.32 ± 0.2.
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来源期刊
Nonlinear Processes in Geophysics
Nonlinear Processes in Geophysics 地学-地球化学与地球物理
CiteScore
4.00
自引率
0.00%
发文量
21
审稿时长
6-12 weeks
期刊介绍: Nonlinear Processes in Geophysics (NPG) is an international, inter-/trans-disciplinary, non-profit journal devoted to breaking the deadlocks often faced by standard approaches in Earth and space sciences. It therefore solicits disruptive and innovative concepts and methodologies, as well as original applications of these to address the ubiquitous complexity in geoscience systems, and in interacting social and biological systems. Such systems are nonlinear, with responses strongly non-proportional to perturbations, and show an associated extreme variability across scales.
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