Search Results - "SanLinn I. Kaka"
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1
Reservoir Property Prediction in the North Sea Using Machine Learning
Published in IEEE access (2023)“…The North Sea sedimentary basin is characterized by geological complexity, encompassing a wide range of rock types and structures, including multiple…”
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Detection and Denoising of Microseismic Events Using Time-Frequency Representation and Tensor Decomposition
Published in IEEE access (01-01-2018)“…Reliable detection and recovery of a microseismic event in large volume of passive monitoring data is usually a challenging task due to the low signal-to-noise…”
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3
Enhanced First-Break Picking Using Hybrid Convolutional Neural Network and Recurrent Neural Networks
Published in IEEE transactions on geoscience and remote sensing (01-01-2024)“…First-break (FB) picking plays an important role in many applications of seismic study. Different machine learning-based methods have been proposed to solve FB…”
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Acoustic impedance prediction based on extended seismic attributes using multilayer perceptron, random forest, and extra tree regressor algorithms
Published in Journal of petroleum exploration and production technology (01-07-2024)“…Acoustic impedance is the product of the density of a material and the speed at which an acoustic wave travels through it. Understanding this relationship is…”
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5
Geomorphic hazards in south‐west Saudi Arabia: The human–environmental nexus
Published in Area (London 1969) (01-12-2019)“…Despite limited attention to geomorphic hazards in Saudi Arabia, the mountainous region in the south‐west portion of the Kingdom has experienced a series of…”
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6
Mitigating the effects of sand dunes on seismic data from the Rub al Khali basin, Saudi Arabia
Published in Geophysical Prospecting (01-09-2019)“…ABSTRACT The Rub Al Khali region in Saudi Arabia is characterized by the presence of sand dunes separated by salt flats, also called Sabkhas. In general, the…”
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Microseismic events enhancement and detection in sensor arrays using autocorrelation‐based filtering
Published in Geophysical Prospecting (01-11-2017)“…ABSTRACT Passive microseismic data are commonly buried in noise, which presents a significant challenge for signal detection and recovery. For recordings from…”
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Investigating the Structure of a Coastal Karstic Aquifer through the Hydrogeological Characterization of Springs Using Geophysical Methods and Field Investigation, Gökova Bay, SW Turkey
Published in Water (Basel) (01-12-2020)“…The electrical resistivity tomography method has been widely used in geophysics for many purposes such as determining geological structures, water movement,…”
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9
Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion
Published in Journal of computational physics (15-12-2024)“…We address an optimal sensor placement problem through Bayesian experimental design for seismic full waveform inversion for the recovery of the associated…”
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10
Application of 3D static modeling for optimal reservoir characterization
Published in Journal of African earth sciences (1994) (01-04-2019)“…Robi-1 field, located in the Central Swamp-I depositional belt of the Niger Delta, is largely typified by uncertainties due to complexity of reservoirs…”
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11
Iterative interferometry-based method for picking microseismic events
Published in Journal of applied geophysics (01-05-2017)“…Continuous microseismic monitoring of hydraulic fracturing is commonly used in many engineering, environmental, mining, and petroleum applications…”
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12
Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion
Published 03-03-2024“…We address an optimal sensor placement problem through Bayesian experimental design for seismic full waveform inversion for the recovery of the associated…”
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13
Array Processing in Microseismic Monitoring: Detection, Enhancement, and Localization of Induced Seismicity
Published in IEEE signal processing magazine (01-03-2018)“…Current development of unconventional resources (such as shale gas, shale oil, and tight sands) requires hydraulic fracturing, which involves injecting fluid…”
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14
Iterative interferometry-based method for picking microseismic events
Published 09-03-2017“…Continuous microseismic monitoring of hydraulic fracturing is commonly used in many engineering, environmental, mining, and petroleum applications…”
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15
Microseismic events enhancement and detection in sensor arrays using autocorrelation based filtering
Published 06-12-2016“…Passive microseismic data are commonly buried in noise, which presents a significant challenge for signal detection and recovery. For recordings from a surface…”
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