Multi-source geophysical image fusion method to identify physical anomaly : A case study of airborne electromagnetic and magnetic data
文献类型：期刊论文
| 作者 | Lu PengFei1,2,3; Xue GuoQiang1,2,3; Wu Xin1,2,3 |
| 刊名 | CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION
 |
| 出版日期 | 2023-06-01 |
| 卷号 | 66期号:6页码:2658-2669 |
| 关键词 | Image fusion Non-subsampled contourlet transform Iliamna volcano data Susceptibility Resistivity |
| ISSN号 | 0001-5733 |
| DOI | 10.6038/cjg2022Q0166 |
| 英文摘要 | For one geological model, multiple inversion results are usually obtained by inverted different geophysical data. Comprehensive interpretation of multi-source geophysical data is helpful to achieve accurate identification and location of the target in complex terrain environment. In order to realize the fusion of multi-source data, a method based on Non-Subsampled Contourlet Transform (NSCT) is proposed in this paper. An open source data set that contains airborne electromagnetic and magnetic data from the Iliamna volcanic region in southwest Cook Bay, Alaska, USA, are used. Firstly, multi -source images of different stratum are decomposed into low-frequency and high-frequency sub -band images by NSCT. Then, the fusion rules based on a weighted average and New Metric Parameter (NMP) are designed for the low frequency and highfrequency sub-band images, respectively. Finally, NSCT inverse transformation is used to obtain the fused image containing the information of magnetic susceptibility and resistivity. The fusion results are compared with the prior information from three aspects. The results show that the two have a high consistency, which indicates that this method is effective and reliable and provides a new solution for the target's accurate recognition and fast location. |
| WOS关键词 | CONSTRAINED INVERSION ; CONTOURLET TRANSFORM ; JOINT INVERSION ; CONTRAST |
| WOS研究方向 | Geochemistry & Geophysics |
| 语种 | 英语 |
| WOS记录号 | WOS:001004188400031 |
| 出版者 | SCIENCE PRESS |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/111222]  |
| 专题 | 地质与地球物理研究所_中国科学院矿产资源研究重点实验室 |
| 通讯作者 | Xue GuoQiang |
| 作者单位 | 1.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Mineral Resources, Beijing 100029, Peoples R China 2.Chinese Acad Sci, Inst Earth Sci, Beijing 100029, Peoples R China 3.Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Lu PengFei,Xue GuoQiang,Wu Xin. Multi-source geophysical image fusion method to identify physical anomaly : A case study of airborne electromagnetic and magnetic data[J]. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,2023,66(6):2658-2669. |
| APA | Lu PengFei,Xue GuoQiang,&Wu Xin.(2023).Multi-source geophysical image fusion method to identify physical anomaly : A case study of airborne electromagnetic and magnetic data.CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,66(6),2658-2669. |
| MLA | Lu PengFei,et al."Multi-source geophysical image fusion method to identify physical anomaly : A case study of airborne electromagnetic and magnetic data".CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION 66.6(2023):2658-2669. |
入库方式： OAI收割
来源：地质与地球物理研究所
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