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CESD 2024 : Conference on Earth Sciences : November 11th, 2024, Ho Chi Minh City, Vietnam
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Abstrakty
The division of anomalies into regional and local components is a critical and preliminary step when analyzing potential field data, including magnetic and gravity datasets. The regional component represents long-wavelength variations in the potential field associated with large-scale geophysical features, including crustal structures, tectonic boundaries, and density variations within the Earth's interior. Conversely, the residual component corresponds to shorter-wavelength variations linked to local geological structures or specific anomalies of interest. In Vietnam, researchers have employed various analytical methods such as the moving average (MA) and the quadratic least squares (QLS). However, due to the nonlinear and non-stationary nature of magnetic and gravity fields, these methods may not provide optimal solutions. In this study, we suggest a different method that utilizes bidimensional/image empirical mode decomposition (BEMD/iEMD) instead of Fourier and wavelet transforms. To assess the effectiveness of our method, we conducted validation using a gravitational anomaly model consisting of six spherical blocks, which yielded reliable results. Furthermore, we applied the MA, QLS, and iEMD methods to analyze Bouguer data from the Mekong River (in Vietnam), covering the region from the west of the Saigon River to the southwestern coastal area. Comparative analysis demonstrated that the iEMD method outperformed the MA and QLS methods as it allowed for simultaneous analysis of multiple local and regional components. This approach facilitated the generation of local maps and regional maps corresponding to the source field at various depths.
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Tom
Strony
art. no. 28
Opis fizyczny
Bibliogr. 17 poz., rys., tab.
Twórcy
autor
- Climate Change Institute, An Giang University, An Giang, Vietnam
- Faculty of Science, Nong Lam University, Ho Chi Minh City, Vietnam
- Vietnam National University, Ho Chi Minh City, Vietnam
autor
- Climate Change Institute, An Giang University, An Giang, Vietnam
- Vietnam National University, Ho Chi Minh City, Vietnam
autor
- Faculty of Physics and Engineering Physics, University of Science, Ho Chi Minh City, Vietnam
- Vietnam National University, Ho Chi Minh City, Vietnam
autor
- Personnel Office, An Giang University, An Giang, Vietnam
- Vietnam National University, Ho Chi Minh City, Vietnam
Bibliografia
- 1. W.R. Griffin, Residual gravity in theory and practice, Geophysics 14.1 (1949) 39-56, https://doi.org/10.1190/1.1437506
- 2. E.M. Abdelrahman, S. Riad, E.M. Refai, Y. Amin, On the least-squares residual anomaly determination, Geophysics 50.3 (1985) 473-480, https://doi.org/10.1190/1.1441925
- 3. J.C. Nunes, Y. Bouaoune, E. Delechelle, O. Niang, P. Bunel, Image analysis by bidimensional empirical mode decomposition. Image and vision computing 21.12 (2003) 1019-1026, https://doi.org/10.1016/S0262-8856(03)00094-5
- 4. Y. Pei, Y.G. Wu, D.C. Jia, Gravity anomaly separation based on bidimensional empirical mode decomposition, Research Journal of Applied Sciences, Engineering and Technology 4.21 (2012) 4227-4236.
- 5. A.M. Al-Rahim, Separating the gravity field of Iraq by using bidimensional empirical mode decomposition technique, Arabian Journal of Geosciences 9 (2016) 1-9, https://doi.org/10.1007/s12517-015-2118-7
- 6. A. Mandal, S. Niyogi, K.G.F. Eitel, A comparative study on trend surface analysis (TSA), wavelet filtering and bi-dimensional empirical mode decomposition (BEMD) for gravity anomaly separation, in SEG Technical Program Expanded Abstracts 2017. Society of Exploration Geophysicists (2017) 1791-1796, https://doi.org/10.1190/segam2017-17780222.1
- 7. W. Hou, Z. Yang, Y. Zhou, L. Zhang, W. Wu, Extracting magnetic anomalies based on an improved BEMD method: A case study in the Pangxidong Area, South China, Computers & Geosciences 48 (2012) 1-8, https://doi.org/10.1016/j.cageo.2012.05.006
- 8. M. Ma, C. Wang, X. Li, Q. Gao, W. Gong, S. Shi, Aeromagnetic anomalies interpretation based on improved bi-dimensional empirical mode decomposition (BEMD) and RGB composition, in IOP Conference Series: Earth and Environmental Science 237.5 (2019) 052002, https://doi.org/10.1088/1755-1315/237/5/052002
- 9. J.G. Chen, F. Xiao, T. Chang, Gravity and magnetic anomaly separation based on bidimensional empirical mode decomposition, Earth Science/Diqiu Kexue 36.2 (2011) 327 – 335, https://doi.org/10.3799/dqkx.2011.034
- 10. J. Huang, B. Zhao, Y. Chen, P. Zhao, Bidimensional empirical mode decomposition (BEMD) for extraction of gravity anomalies associated with gold mineralization in the Tongshi gold field, Western Shandong Uplifted Block, Eastern China, Computers & Geosciences 36.7 (2010) 987-995, https://doi.org/10.1016/j.cageo.2009.12.007
- 11. Z. Jian, B. Zhao, Y. Chen, Application of bi-dimensional empirical mode decomposition (BEMD) in extraction of Platinum and Palladium anomalies features, Advances in Adaptive Data Analysis 4.01n02 (2012) 1250010, https://doi.org/10.1142/S1793536912500100
- 12. Y.Q. Chen, L.N. Zhang, B.B. Zhao, Application of Bi-dimensional empirical mode decomposition (BEMD) modeling for extracting gravity anomaly indicating the ore-controlling geological architectures and granites in the Gejiu tin-copper polymetallic ore field, southwestern China, Ore Geology Reviews 88 (2017) 832-840, https://doi.org/10.1016/j.oregeorev.2016.06.031
- 13. C. Chen, X. Zhu, Y. Chen, S. Zhang, P. Zhao, Application of BEMD in Extraction of Magnetic Anomaly Components Associated with Sn-W Polymetallic Mineralization in SE Yunnan, SW China, Journal of Earth Science 32.2 (2021) 318-326, https://doi.org/10.1007/s12583-021-1438-7
- 14. B. Hu, G. Zhang, Z. Jia, G. Zhang, T. Chen, C. Zhang, BEMD of Gravity and Magnetic Anomalies and Its Application in the Gangdise Belt's Crustal Structure, Earth Science 44.6 (2019) 1797- 1808, https://doi.org/10.3799/dqkx.2018.399
- 15. R.J. Blakely, Potential theory in gravity and magnetic applications, Cambridge University Press, 1996. 16. V.L. Dang, Combined analysis of magnetic and gravity data in the South of Vietnam, Ph.D. thesis of Physics, Ho Chi Minh City Combined University, 1995.
- 17. H. H. Nguyen, A.T.T. Nguyen, V.L,.Dang et al., Determination of faults in the Southern Vietnam using gravity data, in Proceedings Workshop on capacity building on geophysical technology in mineral exploration and assessment on land, sea and island. Publishing house for Science and Technology (2019) 95-102.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa nr POPUL/SP/0154/2024/02 w ramach programu "Społeczna odpowiedzialność nauki II" - moduł: Popularyzacja nauki i promocja sportu (2026).
Typ dokumentu
Bibliografia
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bwmeta1.element.baztech-cf1f995b-d60f-4c2d-92e5-b7f7481adb3c
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