... intelligence seismic data neural network information midland basin basin well logging impedance prediction log analysis upstream oil & gas training data central basin platform earth model building neuron well location automated machine learning framework mlp permian basin URTeC: 5659...

... measurements. The quantification of these relationships is described in the results section. We are also able to quantify the amount of conductivity associated with the graphite and therefore correct the measured resistivity for the effects of the graphite. Methodology We measured the trans impedance...

... in seismic data. energy economics shale gas shale oil reservoir characterization unconventional resource economics upstream oil & gas inversion workflow merge pre-stack inversion gather conditioning complex reservoir impedance urtec 2464 reflection data quality oil shale seismic...

... impact on: 1) the approach to and 2) the economics of the exploration and production of unconventional plays. machine learning impedance Artificial Intelligence Reservoir Characterization seismic data Upstream Oil & Gas organic matter information maturity maturation hydrocarbon...

... contribute to detect higher TOC locations using surface seismic data, since changes in TOC influence P-wave and S-wave velocities, and density, of shale. However, results from conventional cross-plots are usually limited to acoustic impedance (AI), shear impedance (SI), and their combinations...

... well logging organic carbon content Reservoir Characterization impedance log analysis vertical profile gamma ray-calculated toc maturity kcc 503 Permian Basin Upstream Oil & Gas rtc 1 porosity thermal maturity variation neutron porosity kcc 503 TOC Woodford Shale maturity...

... of P-wave impedance and S-wave impedance and bulk density to have lateral and vertical spatial coverage. The pore pressure, litho-facies, mechanical properties, and Total Organic Carbon (TOC) in specific areas of the reservoir were determined using electrical and image logs, core samples, drill...

... Upstream Oil & Gas structural geology Artificial Intelligence joint impedance stratigraphy low inclination seismic inversion Shlyapobersky information Reservoir Characterization impedance facies analysis facies porosity clinoform landing interval barrier facies fracture...

... is used to develop high resolution rock property volumes from surface seismic data. Several rock property volumes are derived through this process including acoustic impedance, shear impedance, p-wave velocity, s-wave velocity, Young's modulus, Poisson ratio, brittleness, and critical strain...

.... Reservoir Characterization seismic data modeling impedance seismic inversion time-lapse seismic inversion acoustic impedance information shear impedance Clarkson study area flowback inversion Upstream Oil & Gas seismic analysis effective pressure Rock physics Modeling hydraulic fracture...

... such reservoir rock properties as data quality allows. The inversion for P and S impedance and derivative attributes produced volumes that relate to rock properties such as brittleness and rigidity that are likely to impact fracturing. Seismic attribute analysis of anisotropy from elliptical velocity inversion...

... shale intervals, when the operations are similar. Seismic tools were utilized to estimate such rock properties. Seismic horizon interpretation estimated the reservoir thickness. Seismic inversion was utilized for acoustic impedance and seismic net pay for "net" thickness prediction with higher porosity...

... performance of the unit and how these thin beds may be identified utilizing various 3D seismic inversion methods. Data from core, mud logs, wire-line logs, seismic, and drilling performance allow drill-bit rate of penetration (ROP) to be correlated to gamma-ray log response, seismic impedance, Young's modulus...

... orientation information porosity Reservoir Characterization seismic data unconventional niobrara play impedance elastic inversion risk reduction inversion Upstream Oil & Gas elliptical inversion rock property Poisson fracture azimuth niobrara interval brittleness Niobrara...

... Imaging training data Artificial Intelligence impedance variation production data neural network seismic data workflow azimuth inversion anisotropy oil production residual traveltime oil production estimate Reservoir Characterization normalized oil production information borehole...