Multifractal structure and Gutenberg-Richter parameter associated with volcanic emissions of high energy in Colima, México (years 2013–2015)

IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Marisol Monterrubio-Velasco, Xavier Lana, Raúl Arámbula-Mendoza
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引用次数: 0

Abstract

Abstract. The evolution of multifractal structures in physical processes, for instance, climatology, seismology or volcanology, contributes to detecting changes in the corresponding phenomena. The evolution of the multifractal structure of volcanic emissions of low, moderate, and high energy (Colima, México years 2013–2015) contributes to this research to detect quite evident signs of the immediacy of possible dangerous emissions of high energy close to 8.0x108 J. These signs are manifested by the evolution of six multifractal parameters: the central Hölder exponent (α0), the maximum and minimum Hölder exponents (αmax, αmin) the multifractal amplitude (W= αmaxmin), the multifractal asymmetry (γ = [αmax0]/[α0min]) and the complexity index, CI, which is defined as the addition of normalised values of α0, W and γ. The results of the adapted Gutenberg-Richter seismic law to volcanic emissions of energy, as well as the corresponding skewness and standard deviation of the volcanic emission data, also contribute to confirming the results obtained using multifractal analysis. The obtained results, based on multifractal structure, adaptation of Gutenberg-Richter law to volcanic emissions, and basic statistical parameters, could be assumed as relevant to prevent a forthcoming volcanic episode of high energy, which could be additionally quantified by an appropriate forecasting algorithm.
与墨西哥科利马高能火山排放有关的多分形结构和古腾堡-里希特参数(2013-2015 年)
摘要多分形结构在气候学、地震学或火山学等物理过程中的演变有助于探测相应现象的变化。低能量、中等能量和高能量火山排放(墨西哥科利马,2013-2015 年)的多分形结构演变有助于这项研究发现相当明显的迹象,表明可能存在接近 8.0x108 焦耳的高能量危险排放。这些迹象表现为六个多分形参数的演变:中心霍尔德指数(α0)、最大和最小霍尔德指数(αmax、αmin)、多分形振幅(W= αmax-αmin)、多分形不对称性(γ = [αmax-α0]/[α0-αmin])和复杂性指数 CI,CI 的定义是 α0、W 和 γ 的归一化值的加和。根据古腾堡-里希特地震定律对火山能量发射进行调整的结果,以及火山发射数据的相应偏度和标准偏差,也有助于证实利用多分形分析获得的结果。根据多分形结构、古登堡-里克特地震定律对火山喷发的适应性以及基本统计参数得出的结果,可以认为与预防即将发生的高能量火山事件有关,还可以通过适当的预测算法对其进行量化。
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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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