A simple code to make it simple to create and modify Gempy's surface points files.
1- Download or clone this repository;
2- Open your terminal and go to the program directory;
3- run python screator.py (in case you want to change to your own seismic or geologic section, you should input your image and the real scale in meters of your section and then run the *.py file);
4- delimit your surface;
5- save the name of your surface;
6- repeat the process until you reach your desired number of features.
In case of doubts, don't hesitate to get in touch with [email protected]
Victor Carreira - Lattes Curriculum
1 - Exploiting pseudo wells in a synthetic sedimentary basin: a simulation in Santos Off-Shore Basin in the Southeast Atlantic portion of Brazil, using synthetic TOC for k-means classification.
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Buitinck, L., Louppe, G., Blondel, M., Pedregosa, F., Mueller, A., Grisel, O., Niculae, V., Prettenhofer, P., Gramfort, A., Grobler, J., Layton, R., VanderPlas, J., Joly, A., Holt, B., & Varoquaux, G. (2013). Design for machine learning software: experiences from the scikit-learn project. In ECML PKDD Workshop: Languages for Data Mining and Machine Learning (pp. 108-122).
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Carreira, V., Ponte Neto, C., & Bijani, R. (2018). A comparison of machine learning processes for classification of rock units using well log data. In 80th EAGE Conference and Exhibition 2018 (Vol. 2018, pp. 1-5). European Association of Geoscientists & Engineers.
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Carreira, V. R. (2024). Reconstruction of lithofacies using a supervised Self-Organizing Map: Application in pseudo-wells based on a synthetic geologic cross-section. Artificial Intelligence in Geosciences, 5, 100072. DOI
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Creaney, S., & Passey, Q. R. (1993). Recurring Patterns of Total Organic Carbon and Source Rock Quality within a Sequence Stratigraphic Framework. AAPG Bulletin, 77(3), 386-401.
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Müller, R. D., Flament, N., Cannon, J., Tetley, M. G., Williams, S. E., Cao, X., Bodur, Ö. F., Zahirovic, S., & Merdith, A. (2022). A tectonic-rules-based mantle reference frame since 1 billion years ago – implications for supercontinent cycles and plate–mantle system evolution. Solid Earth, 13(7), 1127-1159. DOI
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Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., & Duchesnay, E. (2011). Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research, 12, 2825-2830.
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Ramirez, A. A., Kuchle, J., Alvarenga, R. D. S., Scherer, C., & Goldberg, K. (2015). Análise sismoestratigráfica da seção rifte da Bacia de Santos, Brasil. Pesquisas em Geociências, 42(3), 263. DOI
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Virtanen, P., Gommers, R., Oliphant, T. E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., van der Walt, S. J., Brett, M., Wilson, J., Millman, K. J., Mayorov, N., Nelson, A. R. J., Jones, E., Kern, R., Larson, E., Carey, C. J., Polat, İ., Feng, Y., Moore, E. W., VanderPlas, J., Laxalde, D., Perktold, J., Cimrman, R., Henriksen, I., Quintero, E. A., Harris, C. R., Archibald, A. M., Ribeiro, A. H., Pedregosa, F., van Mulbregt, P., & SciPy 1.0 Contributors. (2020). SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python. Nature Methods, 17, 261-272. DOI
2- Thorium normalisation for identification of organic carbon anomalies during the Lower Cretaceous paleolakes in the Southern Hemisphere.
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Barberes, G. A., Barata, M. T., Pena Dos Reis, R., & Spigolon, A. L. D. (2020). Hydrocarbon anomalies using airborne gamma radiation over the unconventional petroleum system of the South Portuguese Zone, Portugal. Applied Radiation and Isotopes, 166, 109406. DOI
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Bian, W., Yang, T., Jiang, Z., Jin, J., Gao, F., Wang, S., Peng, W., Zhang, S., Wu, H., Li, H., Cao, L., & Deng, C. (2020). Paleomagnetism of the Late Cretaceous Red Beds From the Far Western Lhasa Terrane: Inclination Discrepancy and Tectonic Implications. Tectonics, 39(8), e2020TC006280. DOI
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El-Khadragy, A. A., Shazly, T. F., AlAlfy, I. M., Ramadan, M., & El-Sawy, M. Z. (2018). Thorium normalization as a hydrocarbon accumulation indicator for Lower Miocene rocks in Ras Ghara area, Gulf of Suez, Egypt. NRIAG Journal of Astronomy and Geophysics, 7(1), 78-83. DOI
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Fertl, W. H. (1979). GAMMA RAY SPECTRAL DATA ASSISTS IN COMPLEX FORMATION EVALUATION.
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Kelts, K. (1988). Environments of deposition of lacustrine petroleum source rocks: an introduction. Geological Society, London, Special Publications, 40(1), 3-26.
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Lewis, D. S., Ensley, R., & Leander, M. (2014). New Insights into Late Synrift Subsidence from Detailed Well Ties and Seismic Mapping, Campos Basin, Brazil. In Sedimentary Basins: Origin, Depositional Histories, and Petroleum Systems. SEPM Society for Sedimentary Geology. DOI
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Lourenço, J., Menezes, P. T. L., & Barbosa, V. C. F. (2014). Connecting onshore-offshore Campos Basin structures: Interpretation of high-resolution airborne magnetic data. Interpretation, 2(4), SJ35-SJ45. DOI
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Merdith, A. S., Williams, S. E., Collins, A. S., Tetley, M. G., Mulder, J. A., Blades, M. L., Young, A., Armistead, S. E., Cannon, J., Zahirovic, S., & Müller, R. D. (2021). Extending full-plate tectonic models into deep time: Linking the Neoproterozoic and the Phanerozoic. Earth-Science Reviews, 214, 103477. DOI
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Mohriak, W. U., Nóbrega, M., Odegard, M. E., Gomes, B. S., & Dickson, W. G. (2010). Geological and geophysical interpretation of the Rio Grande Rise, south-eastern Brazilian margin: extensional tectonics and rifting of continental and oceanic crusts. Petroleum Geoscience, 16(3), 231-245. DOI
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Müller, R. D., Flament, N., Cannon, J., Tetley, M. G., Williams, S. E., Cao, X., Bodur, Ö. F., Zahirovic, S., & Merdith, A. (2022). A tectonic-rules-based mantle reference frame since 1 billion years ago – implications for supercontinent cycles and plate–mantle system evolution. Solid Earth, 13(7), 1127-1159. DOI
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Saunders, D. F., Burson, K. R., Branch, J. F., & Thompson, C. K. (1993). Relation of thorium‐normalized surface and aerial radiometric data to subsurface petroleum accumulations. GEOPHYSICS, 58(10), 1417-1427. DOI
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Saunders, D. F., Terry, S. A., & Thompson, C. K. (2012). Test of National Uranium Resource Evaluation gamma‐ray spectral data in petroleum reconnaissance. Geophysics. DOI
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Scotese, C. (2013). Kt globe, paleomap project, evanston. DOI
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Williams, G. E. (1993). History of the earth's obliquity. Earth-Science Reviews, 34(1), 1-45. DOI