Relative performance of support vector machine, decision trees, and random forest classifiers for predicting production success in US unconventional shale plays
Unconventional shale reservoirs have revolutionized the energy industry. However, the prediction of production based on reservoir geology characterization has largely focused...
Physicochemical Conditions of the Devonian-Jurassic Continental Deep Biosphere Tracked by Carbonate Clumped Isotope Temperatures of Granite-Hosted Carbonate Veins
Previous studies have shown that microorganisms thrive in oligotrophic fracture systems, and metabolisms include consumption and production of methane. In...
The sensitivity of estimates of multiphase fluid and solid properties of porous rocks to image processing
X-ray microcomputed tomography (X-ray μ-CT) is a rapidly advancing technology that has been successfully employed to study flow phenomena in...
Application of redox sensitive proxies and carbonate clumped isotopes to Mesozoic and Palaeozoic radiaxial fibrous calcite cements
Ancient marine radiaxial calcite cements are commonly exploited as archives of marine porewater properties based on the argument that they...
Mineral texture classification using deep convolutional neural networks: An application to zircons from porphyry copper deposits
The texture and morphology of igneous zircon indicates magmatic conditions during zircon crystallization and can be used to constrain provenance....
Plotting and analyzing data trends in ternary diagrams made easy
Ternary plots are used in many fields of science to characterize a system based on three components. Triangular plotting is...
Geometry, spatial arrangement and origin of carbonate grain‐dominated, scour‐fill and event‐bed deposits: Late Jurassic Jubaila Formation and Arab‐D Member, Saudi Arabia
Outcrop analogues of the Late Jurassic lower Arab‐D reservoir zone in Saudi Arabia expose a succession of fining‐upward cycles deposited...
Effects of Improved 17O Correction on Inter‐Laboratory Agreement in Clumped Isotope Calibrations, Estimates of Mineral‐Specific Offsets, and Temperature Dependence of Acid …
The clumped isotopic composition of carbonate‐derived CO2 (denoted Δ47) is a function of carbonate formation temperature and in natural samples...
Ground-based hyperspectral imaging as a tool to identify different carbonate phases in natural cliffs
Recent research has shown hyperspectral imaging to be a powerful tool to distinguish carbonate phases with slight compositional differences on...
A Unified Clumped Isotope Thermometer Calibration (0.5–1,100°C) Using Carbonate-Based Standardization
The potential for carbonate clumped isotope thermometry to independently constrain both the formation temperature of carbonate minerals and fluid oxygen...