A Novel Hybrid Machine Learning Approach and Basin Modeling for Thermal Maturity Estimation of Source Rocks in Mandawa Basin, East Africa-Reference-Cited by-同舟云学术

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A Novel Hybrid Machine Learning Approach and Basin Modeling for Thermal Maturity Estimation of Source Rocks in Mandawa Basin, East Africa

Published:2024-06-26 Issue:5 Volume:33 Page:2089-2112
ISSN:1520-7439
Container-title:Natural Resources Research
language:en
Short-container-title:Nat Resour Res

Author:

Mkono Christopher N.,Shen Chuanbo,Mulashani Alvin K.,Ngata Mbega Ramadhani,Hussain Wakeel

Funder

National Major Science and Technology Projects of China

Natural Science Foundation of Hubei Province

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s11053-024-10372-y.pdf

Reference122 articles.

1. Abay, T. B., Fossum, K., Karlsen, D. A., Dypvik, H., Narvhus, L. J. J., Haid, M. H. M., & Hudson, W. (2021). Petroleum geochemical aspects of the Mandawa Basin, coastal Tanzania: the origin of migrated oil occurring today as partly biodegraded bitumen. Petroleum Geoscience, 27, 2019–2050.

2. Abdel-Fattah, M. I., Pigott, J. D., & Abd-Allah, Z. M. (2017). Integrative 1D–2D basin modeling of the cretaceous Beni Suef basin, Western Desert. Egypt Journal of Petroleum Science and Engineering, 153, 297–313.

3. Abdizadeh, H., Ahmadi, A., Kadkhodaie, A., Heidarifard, M., & Shayeste, M. (2017). Estimation of thermal maturity from well logs and seismic data in the Mansuri oilfield, SW Iran. Journal of Petroleum Science and Engineering, 159, 461–473.

4. Adeyilola, A., Zakharova, N., Liu, K., Gentzis, T., Carvajal-Ortiz, H., Ocubalidet, S., & Harrison, W. B. (2022). Hydrocarbon potential and Organofacies of the Devonian Antrim Shale, Michigan Basin. International Journal of Coal Geology, 249, 103905.

5. Ahangari, D., Daneshfar, R., Zakeri, M., Ashoori, S., & Soulgani, B. S. (2022). On the prediction of geochemical parameters (TOC, S1 and S2) by considering well log parameters using ANFIS and LSSVM strategies. Petroleum, 8, 174–184.

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