Robust estimation of shear wave velocity in a carbonate oil reservoir from conventional well logging data using machine learning algorithms
In recent decades, various applications of shear wave velocity have been reported in oil and
gas projects. These applications include the determination of lithology, estimation of …
gas projects. These applications include the determination of lithology, estimation of …
Poro-acoustic impedance (PAI) as a new and robust seismic inversion attribute for porosity prediction and reservoir characterization
For the purpose of reservoir modelling, precise porosity estimation is vital as it directly
influences the storage capacity, fluid flow dynamics, and overall productivity of the reservoir …
influences the storage capacity, fluid flow dynamics, and overall productivity of the reservoir …
Reservoir petrophysical Index (RPI) as a robust tool for reservoir quality assessment
Investigating the quality of hydrocarbon reservoirs, especially carbonate reservoirs, is a very
critical issue in the economic evaluation of the reservoirs. Therefore, we have tried to …
critical issue in the economic evaluation of the reservoirs. Therefore, we have tried to …
New interpretation approach of well logging data for evaluation of Kern aquifer in South California
Today, various methods are offered to effectively understand the subsurface layers.
Meanwhile, the effective interpretation of different data can be effective in understanding the …
Meanwhile, the effective interpretation of different data can be effective in understanding the …
Developing deep learning methods for pre-stack seismic data inversion
S Jianguo, M Ntibahanana - Journal of Applied Geophysics, 2024 - Elsevier
Inversion of pre-stack seismic data is important for building accurate models of hydrocarbon
reservoirs used to estimate reserves and set up efficient production strategies. Conventional …
reservoirs used to estimate reserves and set up efficient production strategies. Conventional …
Deep learning for predicting porosity in ultra-deep fractured vuggy reservoirs from the Shunbei oilfield in Tarim Basin, China
Z Deng, D Zhou, H Dong, X Huang, S Wei, Z Kang - Scientific Reports, 2024 - nature.com
Deep and ultra-deep carbonate reservoirs in China, which account for 34% of the country's
oil and gas reserves, pose significant challenges for porosity prediction due to their complex …
oil and gas reserves, pose significant challenges for porosity prediction due to their complex …
Assessing heterogeneous groundwater systems: Geostatistical interpretation of well logging data for estimating essential hydrogeological parameters
MAA Mohammed, YG Flores, NP Szabó, P Szűcs - Scientific Reports, 2024 - nature.com
This research presents an unsupervised learning approach for interpreting well-log data to
characterize the hydrostratigraphical units within the Quaternary aquifer system in Debrecen …
characterize the hydrostratigraphical units within the Quaternary aquifer system in Debrecen …
A deep learning identification method of tight sandstone lithofacies integrating multilayer perceptron and multivariate time series
Z Mu, C Li, Z Liu, T Liu, K Zhang, H Mu, Y Yang… - Scientific Reports, 2024 - nature.com
Lithofacies classification and identification are of great significance in the exploration and
evaluation of tight sandstone reservoirs. Existing methods of lithofacies identification in tight …
evaluation of tight sandstone reservoirs. Existing methods of lithofacies identification in tight …
Seismic sequence stratigraphy of Late Albian-Early Turonian successions in SW Iran: Implication for reservoir characterizations and potential for improved reservoir …
Abstract The Late Albian-Early Turonian succession on the Arabian Platform stands out as
one of the world's richest hydrocarbon provinces. This study delves into the Seismic …
one of the world's richest hydrocarbon provinces. This study delves into the Seismic …
An Elastic–Electrical Analysis Method for Identifying Reservoirs and Lithology and its Application in the Northern Mexico Gulf Sedimentary Basin
S Aftab, RH Moghadam, NS Manaman - Arabian Journal for Science and …, 2024 - Springer
The elastic–electric properties of rocks play a crucial role in enhancing our understanding of
subsurface rock properties and reservoir characteristics. The purpose of investigating the …
subsurface rock properties and reservoir characteristics. The purpose of investigating the …