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用于地壳弧形构造信息提取的四阶谱矩分析
引用本文:付丽华,曾诚,杨文采,李燕梅. 用于地壳弧形构造信息提取的四阶谱矩分析[J]. 石油地球物理勘探, 2020, 55(4): 923-930. DOI: 10.13810/j.cnki.issn.1000-7210.2020.04.026
作者姓名:付丽华  曾诚  杨文采  李燕梅
作者单位:1. 中国地质大学(武汉)数学与物理学院, 湖北武汉 430074;2. 西安电子科技大学计算机科学与技术学院, 陕西西安 710071;3. 浙江大学地球科学学院, 浙江杭州 310027;4. 哈尔滨工业大学数学学院, 黑龙江哈尔滨 150001
基金项目:本项研究受国家重点研发计划项目“高精度地球物理场观测设备研制”(2018YFC1503705)、湖北省教育厅科学技术研究项目“地震信号的稀疏重构及在相干干扰抑制中的研究”(B2017597)、“地球内部多尺度成像”湖北省重点实验室开放基金项目“基于张量字典学习的地震数据重建研究”(SMIL-2018-06)和华中师范大学基本科研业务费项目“学习者知识状态的深度建模方法研究”(CCNU19TS020)联合资助。
摘    要:基于谱矩的位场几何特征分析是一种新的自动边界识别方法,相较于传统方法能够更均衡、收敛地识别地质体的几何特征。二阶谱矩可用于提取线形刻痕,但不能很好地识别其他刻痕。应用四阶谱矩可以进一步完善对弧形等刻痕信息的识别,为此提出弧形刻痕系数。理论试验表明,该系数可反映圆弧形或者交会线形刻痕的几何特征,且对深度的敏感性较低,故可用于提取位场中弧形刻痕的弱信号。该方法应用于塔里木盆地磁异常数据,成功地识别出古火山群和其他等轴形状的地质体,说明应用四阶谱矩分析和信息提取技术可以揭示特殊的地壳组构。

关 键 词:位场几何特征分析  四阶谱矩  边界识别  弧形刻痕系数  地壳构造  
收稿时间:2019-12-12

Fourth-order spectral moment analysis for extracting the information of crustal arc structures
FU Lihua,ZENG Cheng,YANG Wencai,LI Yanmei. Fourth-order spectral moment analysis for extracting the information of crustal arc structures[J]. Oil Geophysical Prospecting, 2020, 55(4): 923-930. DOI: 10.13810/j.cnki.issn.1000-7210.2020.04.026
Authors:FU Lihua  ZENG Cheng  YANG Wencai  LI Yanmei
Affiliation:1. School of Mathematics and Physics, China University of Geosciences, Wuhan, Hubei 430074, China;2. School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi 710071, China;3. School of Earth Sciences, Zhejiang University, Hang-zhou, Zhejiang 310027, China;4. School of Mathematics, Harbin Institute of Techno-logy, Harbin, Heilongjiang 150001, China
Abstract:The geometric feature analysis of potential field based on spectral moment is a new and automatic edge detection method. It can identify more even and convergent geometric features of geological bodies than conventional methods. Second-order spectral moment can describe linear scratches,but it cannot well recognize other kinds of scratches. Fourth-order spectral moment can recognize arc and other scratches,so we propose an arc coefficient. Theoretical experiments show that the coefficient can reflect the geometric features of circular arc or intersecting linear scratches,and has low sensitivity to depth,so it can extract weak signals of curvature arc scratches in the potential field. Applied in the Tarim Basin,this method has successfully recognized isometric structures like paleo-volcanic group and other geological bodies based on magnetic anomalies,indicating that fourth-order spectral moment can extract necessary information and effectively recognize special crustal structures.
Keywords:geometric feature analysis of potential field  fourth-order spectral moment  edge detection  curvature arc coefficient  crustal structure  
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