Two dimensional cross-gradient joint inversion of gravity and magnetic data sets constrained by airborne electromagnetic resistivity in the Capricorn Orogen, Western Australia
Adrián Misael León-Sánchez 1 3 Luis A. Gallardo 1 Alan Yusen Ley-Cooper 21 Centro de Investigación Científica y de Educación Superior de Ensenada, Baja California (CICESE), Carretera Ensenada-Tijuana 3918, Zona Playitas, Baja California 22860, México.
2 Geoscience Australia, Corner of Jerrabomberra Avenue and Hindmarsh Drive, Symonston, ACT 2609, Australia.
3 Corresponding author. Email: aleon@cicese.edu.mx
Exploration Geophysics 49(6) 940-951 https://doi.org/10.1071/EG16069
Submitted: 16 June 2016 Accepted: 24 January 2018 Published: 3 April 2018
Abstract
In many geological scenarios, the interpretation of multiple geophysical datasets through the use of joint inversion has become a common practice provided all data share compatible spatial resolution. Unfortunately, this requirement has also limited the application of airborne electromagnetic (AEM) data in joint inversion. For instance, we commonly assume that airborne gravity and magnetic datasets largely originate at a depth of a few kilometres, whereas co-located AEM signals can only penetrate a few hundred metres, thus rendering spatially incompatible datasets. We believe, however, that a fraction of these datasets originate from the same structures and provide a common ground for structural joint inversion strategies. We aim to explore the viability of jointly inverting such datasets using potential and AEM field data acquired in Western Australia with three comparative experiments. First, we generate conventional 2D separated models for each dataset to gauge their individual resolution capability. We then perform the 2D cross-gradient joint inversion of gravity and magnetic datasets. Finally, we adapt the structural joint inversion to include the AEM resistivity model as a constraint. We show that there is an area commonly sensed by the three datasets and that the coupled resolution influences both shallow and deep structures of the joint models. This yields a coherent integrated interpretation of shallow and deep structures of the studied section, which is validated when compared to a nearby seismic traverse section.
Key words: airborne electromagnetics, Australia, gravity, inversion, magnetics.
References
Brodie, R. C., 2010, Holistic inversion of airborne electromagnetic data: Ph.D. thesis, The Australian National University.Brodie, R. C., 2015, User manual for Geoscience Australia’s airborne electromagnetic inversion software. Available at: https://github.com/GeoscienceAustralia/ga-aem.git
Cawood, P. A., and Tyler, I. M., 2004, Assembling and reactivating the Proterozoic Capricorn Orogen: lithotectonic elements, orogenies, and significance: Precambrian Research, 128, 201–218
| Assembling and reactivating the Proterozoic Capricorn Orogen: lithotectonic elements, orogenies, and significance:Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXhsV2mtbk%3D&md5=7a2a48684e5acf5068362bc912984360CAS |
Doetsch, J., Linde, N., Coscia, I., Greenhalgh, S. A., and Green, A. G., 2010, Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data: Geophysics, 75, G53–G64
| Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data:Crossref | GoogleScholarGoogle Scholar |
Dransfield, M., 2011, Airborne gravity gradiometry – the state of the art: International Workshop on Gravity, Electrical and Magnetic Methods and their Application, October 1013, Beijing, China.
Fraser, S. J., Wilson, G. A., Cox, L. H., Cuma, M., Zhdanov, M. S., and Vall’ee, M. A., 2012, Self-organizing maps for pseudo-lithological classification of 3D airborne electromagnetic, gravity gradiometry and magnetic inversions: ASEG Extended Abstracts, 2012, 1–4.
Gallardo, L. A., 2007, Multiple cross-gradient joint inversion for geospectral imaging: Geophysical Research Letters, 34, L19301
| Multiple cross-gradient joint inversion for geospectral imaging:Crossref | GoogleScholarGoogle Scholar |
Gallardo, L. A., and Meju, M. A., 2003, Characterization of heterogeneous near-surface materials by joint 2D inversion of dc resistivity and seismic data: Geophysical Research Letters, 30, 1658
| Characterization of heterogeneous near-surface materials by joint 2D inversion of dc resistivity and seismic data:Crossref | GoogleScholarGoogle Scholar |
Gallardo, L. A., and Meju, M. A., 2004, Joint two-dimensional DC resistivity and seismic travel time inversion with cross-gradients constraints: Journal of Geophysical Research: Solid Earth, 109, B03311
Gallardo, L. A., and Meju, M. A., 2007, Joint two-dimensional cross-gradient imaging of magnetotelluric and seismic traveltime data for structural and lithological classification: Geophysical Journal International, 169, 1261–1272
| Joint two-dimensional cross-gradient imaging of magnetotelluric and seismic traveltime data for structural and lithological classification:Crossref | GoogleScholarGoogle Scholar |
Gallardo, L. A., and Meju, M. A., 2011, Structure-coupled multiphysics imaging in geophysical sciences: Reviews of Geophysics, 49, RG1003
| Structure-coupled multiphysics imaging in geophysical sciences:Crossref | GoogleScholarGoogle Scholar |
Gallardo, L. A., and Thebaud, N., 2012, New insights into Archean granite-greenstone architecture through joint gravity and magnetic inversion: Geology, 40, 215–218
| New insights into Archean granite-greenstone architecture through joint gravity and magnetic inversion:Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XpvFCgt7o%3D&md5=6cd47a3f44c4b9ed7ec25084665c89acCAS |
Gallardo, L. A., Fontes, S. L., Meju, M. A., Buonora, M. P., and de Lugao, P. P., 2012, Robust geophysical integration through structure-coupled joint inversion and multispectral fusion of seismic reflection, magnetotelluric, magnetic, and gravity images: example from Santos Basin, offshore Brazil: Geophysics, 77, B237–B251
| Robust geophysical integration through structure-coupled joint inversion and multispectral fusion of seismic reflection, magnetotelluric, magnetic, and gravity images: example from Santos Basin, offshore Brazil:Crossref | GoogleScholarGoogle Scholar |
Geological Survey of Western Australia, 2016, Western Capricorn Orogen, 2016: Geological Survey of Western Australia: Geological Information Series.
Gessner, K., Gallardo, L. A., Wedin, F., and Sener, K., 2016, Crustal structure of the northern Menderes Massif, western Turkey, imaged by joint gravity and magnetic inversion: International Journal of Earth Sciences, 105, 2133–2148
| Crustal structure of the northern Menderes Massif, western Turkey, imaged by joint gravity and magnetic inversion:Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC28XosVSqu78%3D&md5=c5aa471e944ab0cd36c84e0b09f288aeCAS |
Haber, E., and Gazit, M. H., 2013, Model fusion and joint inversion: Surveys in Geophysics, 34, 675–695
| Model fusion and joint inversion:Crossref | GoogleScholarGoogle Scholar |
Johnson, S. P., Thorne, A. M., Tyler, I. M., Korsch, R. J., Kennett, B. L. N., Cutten, H. N., Goodwin, J., Blay, O., Blewett, R. S., Joly, A., Dentith, M. C., Aitken, A. R. A., Holzschuh, J., Salmon, M., Readin, A., Heison, G., Boren, G., Ross, J., Costelloe, R. D., and Fomin, T., 2013, Crustal architecture of the Capricorn Orogen, Western Australia and associated metallogeny: Australian Journal of Earth Sciences, 60, 681–705
| Crustal architecture of the Capricorn Orogen, Western Australia and associated metallogeny:Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhtlGltb3P&md5=0242add9d6674b660186ff8720b298e1CAS |
Lane, R., Green, A., Golding, C., Owers, M., Pik, P., Plunkett, C., Sattel, D., and Thorn, B., 2000, An example of 3D conductivity mapping using the tempest airborne electromagnetic system: Exploration Geophysics, 31, 162–172
| An example of 3D conductivity mapping using the tempest airborne electromagnetic system:Crossref | GoogleScholarGoogle Scholar |
León-Sánchez, A. M., and Gallardo, L. A., 2015, 2D cross-gradient joint inversion of magnetic and gravity data across the Capricorn Orogen in Western Australia: ASEG Extended Abstracts, 2015, 1–5.
Ley-Cooper, A. Y., and Brodie, R. C., 2013, Inversion of SPECTREM AEM data for conductivity and system geometry: ASEG Extended Abstracts, 2013, 1–4.
Ley-Cooper, A. Y., Munday, T., and Ibrahimi, T., 2015, Determining cover variability in the Capricorn Orogen with airborne EM: ASEG Extended Abstracts, 2015, 1–6.
Moorkamp, M., Heincke, B., Jegen, M., Roberts, A. W., and Hobbs, R. W., 2011, A framework for 3-D joint inversion of MT, gravity and seismic refraction data: Geophysical Journal International, 184, 477–493
| A framework for 3-D joint inversion of MT, gravity and seismic refraction data:Crossref | GoogleScholarGoogle Scholar |
Newman, G. A., and Commer, M., 2010, Joint electromagnetic-seismic inverse modeling for matched data resolution: EGM 2010 International Workshop, 1–5.
Pirajno, F., 2004, Metallogeny in the Capricorn Orogen, Western Australia, the result of multiple ore-forming processes: Precambrian Research, 128, 411–439
| Metallogeny in the Capricorn Orogen, Western Australia, the result of multiple ore-forming processes:Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXhsV2murk%3D&md5=bd8c304f83477c8df402728b8e084ef4CAS |
Reeves, C. V., Reford, S. W., Milligan, P. R., and Gubins, A. G., 1997, Airborne geophysics: old methods, new images: Proceedings of Exploration 97: Fourth Decennial International Conference on Mineral Exploration, 13–30.
Solon, F., Gallardo, L. A., and Fontes, S. L., 2014, Characterization of Sao Francisco Basin, Brazil - joint inversion of MT, gravity and magnetic data: 76th EAGE Conference and Exhibition, 1–4.
Tikhonov, A. N., and Arsenin, V. Y., 1977, Solutions of ill-posed problems: John Wiley.
Tyler, I. M., Pirajno, F, Bagas, L, Myers, J. S., and Preston, W. A., 1998, The geology and mineral deposits of the Proterozoic in Western Australia: AGSO Journal of Australian Geology & Geophysics, 17, 223–244
| 1:CAS:528:DyaK1cXls1ehtLo%3D&md5=437f7fbc84f4b5716b37c4f1449af183CAS |
Wilson, G. A., Fraser, S., Cox, L. H., Cuma, M., Zhdanov, M. S., and Vallée, M. A., 2011, Lithological classification of large-scale 3D inversion of airborne electromagnetic, gravity gradiometry, and magnetic data – a case study from Reid-Mahaffy, Ontario: SEG Technical Program Expanded Abstracts, 624–628.