Structure and coupling characteristics of multiple fields in dust storms

IF 3.8 2区 工程技术 Q1 ENGINEERING, MECHANICAL
Huan Zhang  (, )
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引用次数: 0

Abstract

Dust storms are typical dispersed two-phase atmospheric turbulence, where dust particles are highly charged. Although the very-large-scale motions (VLSMs) have been recognized in single-phase high-Reynolds-number turbulence, they remain largely unexplored in dust storms, especially regarding turbulent electric fields. Here, using datasets from field measurements in the atmospheric surface layer, we demonstrate that VLSMs of approximately the same size are found to exist in wind velocity, concentration of dust particles less than 10 micrometers in diameter (PM10 dust concentration), and electric fields in dust storms. Furthermore, such multiple fields are found to be maximally linearly coupled at the scale of the VLSMs, with linear coherence spectra in the range of 0.5–0.8. By performing transfer entropy analysis, we further demonstrate that wind velocity and PM10 dust concentration are maximally nonlinearly coupled at wavenumber k1 = 0.002 m−1, whereas PM10 dust concentration and electric field are maximally nonlinearly coupled at k1 = 0.15 m−1, suggesting different nonlinear coupling behaviours between the wind-dust and dust-electrostatics interactions. Our results shed light on the structural and coupling features of the multiple fields in dust storms and thus deliver key information for understanding complex dispersed two-phase turbulent flows.

沙尘暴中多物理场的结构和耦合特征
沙尘暴是典型的分散两相大气湍流,其中的沙尘颗粒高度带电。虽然人们已经认识到单相高雷诺数湍流中的超大尺度运动(VLSMs),但在沙尘暴中,尤其是在湍流电场方面,超大尺度运动在很大程度上仍未得到探索。在这里,我们利用大气表层的实地测量数据集证明,在沙尘暴中的风速、直径小于 10 微米的尘埃粒子浓度(PM10 尘埃浓度)和电场中存在大小大致相同的 VLSM。此外,还发现这些多重场在 VLSM 的尺度上具有最大线性耦合,线性相干谱范围在 0.5-0.8 之间。通过进行传递熵分析,我们进一步证明风速和 PM10 粉尘浓度在波长 k1 = 0.002 m-1 时具有最大非线性耦合,而 PM10 粉尘浓度和电场在 k1 = 0.15 m-1 时具有最大非线性耦合,这表明风-粉尘和粉尘-静电相互作用具有不同的非线性耦合行为。我们的研究结果揭示了沙尘暴中多场的结构和耦合特征,从而为理解复杂的分散两相湍流提供了关键信息。
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来源期刊
Acta Mechanica Sinica
Acta Mechanica Sinica 物理-工程:机械
CiteScore
5.60
自引率
20.00%
发文量
1807
审稿时长
4 months
期刊介绍: Acta Mechanica Sinica, sponsored by the Chinese Society of Theoretical and Applied Mechanics, promotes scientific exchanges and collaboration among Chinese scientists in China and abroad. It features high quality, original papers in all aspects of mechanics and mechanical sciences. Not only does the journal explore the classical subdivisions of theoretical and applied mechanics such as solid and fluid mechanics, it also explores recently emerging areas such as biomechanics and nanomechanics. In addition, the journal investigates analytical, computational, and experimental progresses in all areas of mechanics. Lastly, it encourages research in interdisciplinary subjects, serving as a bridge between mechanics and other branches of engineering and the sciences. In addition to research papers, Acta Mechanica Sinica publishes reviews, notes, experimental techniques, scientific events, and other special topics of interest. Related subjects » Classical Continuum Physics - Computational Intelligence and Complexity - Mechanics
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