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基于多重水平集的三维磁性体边界反演

A multiple level-set method for 3D boundary inversion of magnetic data

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【作者】 肖晓段雅婷胡双贵汤井田谢勇刘长生

【Author】 XIAO Xiao;DUAN Yating;HU Shuanggui;TANG Jingtian;XIE Yong;LIU Changsheng;Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring(Central South University),Ministry of Education;Hunan Key Laboratory of Nonferrous Resources and Geological Hazards Exploration;School of Geosciences and Info-physics,Central South University;Technical Innovation Center of Coverage Area Deep Resources Exploration,Ministry of Natural Resources;Changsha Aeronautical Vocational and Technical College;

【通讯作者】 段雅婷;

【机构】 中南大学有色金属成矿预测与地质环境监测教育部重点实验室有色资源与地质灾害探查湖南省重点实验室中南大学地球科学与信息物理学院自然资源部覆盖区深部资源勘查工程技术创新中心长沙航空职业技术学院

【摘要】 目前的水平集磁性目标体边界反演算法仅使用两个水平集,实际勘探存在多个具有不同磁化率的磁性地质体,需要进行多个水平集的反演,因而提出一种新的多重水平集反演算法,实现了对具有不同磁化率的多个磁性目标体位置和几何形状的反演。首先利用多重水平集原理建立多个水平集的反演目标函数;然后采用任意四面体单元磁法解析解进行高精度正演计算,并基于加权基本无振荡格式(WENO)对水平集函数进行更新并重新初始化,保证了反演的可靠度;最后通过不同数目水平集的理论模型验证该算法的有效性。测试结果表明:多重水平集反演具有很强的灵活性,可以自动合并、分离模型中的区域,改变模型的拓扑结构,不需要手动重新参数化,且反演精度高,反演的磁异常体边界与模型吻合很好。

【Abstract】 Present algorithms for inverting the boundaries of magnetic targets use only two level sets.There are usually multiple magnetic geological bodies with different susceptibility in actual exploration.This paper proposes a new multiple levelset inversion algorithm for 3D inverting the position and geometry of magnetic targets with known susceptibility.First,based on the principle of multiple level sets,an objective function based on a multiple level sets function is established.Then,during the inversion process,an arbitrary tetrahedron element magnetic analytical solution algorithm is used for high-precision forward calculation,and the physical property mapping between forward and inverse grids is used to realize the independent operation of the forward grids and the inverse grids.The weighted essentially non-oscillatory scheme(WENO)is introduced to update and reinitialize the level set function,thereby improving the reliability and efficiency of the inversion.Finally,the effectiveness of the algorithm is verified by theoretical models with various numbers of level sets.The results show that the inversion based on the multiple level-set method has strong flexibility,and can automatically merge and separate regions in the model,thereby changing the model’s topology with no need to manually reparameterize it.The accuracy of the inversion results is improved,and the boundary of the anomalous body obtained from the inversion accords well with the true boundary.

【基金】 国家自然科学基金重点项目“基于物性约束的广域电磁法自适应三维反演与岩性识别方法研究”(41830107);国家自然科学基金面上项目“海量重力梯度张量数据多、弱异常源有序分离理论及快速反演算法研究”(41704138);湖南省研究生科研创新项目“基于多重水平集方法的三维磁化率反演”7CX20190214);湖南省自然科学基金科教联合项目“基于自适应多层快速多极算法的大规模磁法正演模拟”(2019JJ70025)联合资助
  • 【文献出处】 石油地球物理勘探 ,Oil Geophysical Prospecting , 编辑部邮箱 ,2021年01期
  • 【分类号】P631.2
  • 【下载频次】86
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