What samples must seismic interpreters label for efficient machine learning?

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

International Meeting for Applied Geoscience and Energy (IMAGE)

... benchmark, we compare ATLAS to ranking informativeness based on the entire section x instead of the spatially targeted subsection f (x). In all...

Hitting the Bulls Eye in Oil Spill Preparedness: Recent Developments and Best Practices in Developing a Functional Oil Spill Contingency Plan

Edelina Melisa

Indonesian Petroleum Association

... that the perspectives and concerns of each stakeholder are captured in the plan. A recent development, set as the industry benchmark for good practice...

Physics-Assisted Transfer Learning for Production Prediction in Unconventional Reservoirs

J. Cornelio, S. Mohd Razak, A. Jahandideh, Y. Cho, H-H. Liu, R. Vaidya, B. Jafarpour

Unconventional Resources Technology Conference (URTEC)

... and reconstructed production profiles by 𝑹𝒆𝒈 𝒙𝒅 (⋅) for all unconventional wells. 𝜸𝟏 First, to establish a suitable benchmark, the neural network...

Evaluation of Long-term Production Performance and EUR Impact Associated With Pressure-drawdown Management in Shale Gas Reservoir Using a New Mathematical Model

Yunsheng Wei, Meng Wang, Yuewei Pan, Yihui Zhu, Junlei Wang, Wei Ma

Unconventional Resources Technology Conference (URTEC)

...odel using the open-source benchmark module MRST-Shale (Wang 2020; Ning et al. 2020). The synthetic case is established as two scenarios with the s...

Accelerating the Learning Curve: Driving Bottom-line Performance Through Rapid Fracture Diagnostics in Shale Gas Plays

Jesse Williams-Kovacs, Dmitry Deryushkin

Unconventional Resources Technology Conference (URTEC)

... integrated optimization on every pad. By utilizing benchmark wells, FBA can be applied to every new drill to quickly verify that it will perform within...

Understanding Unconventional Reservoirs With an Integrated Physics and Machine Learning Based Methods … Case Studies and Novel Approaches From Tight Gas and Tight Oil Reservoir

Gaurav Sharma, Breandan Gaffney, Jaron Van Dijken, Jim Le, Marshall Doig

Unconventional Resources Technology Conference (URTEC)

... forecasts , prior to drilling or even on new wells with limited production data. In order to tackle this problem and provide benchmark estimates...

A New Hybrid Workflow for Cost-Effective and Efficient Field Development Planning and Execution

J.D. Williams-Kovacs, D. Deryushkin, B. Hepburn, N. Alexander, C.R. Clarkson

Unconventional Resources Technology Conference (URTEC)

... aim to land the upcoming pad. Reservoir mapping based on FBA indicates a 23% reduction in permeability relative to the benchmark pad, a finding...

Annotated Bibliography of Utah Tar Sand Deposits (OFR-503)

J. Wallace Gwynn, Francis V. Hanson

Utah Geological Survey

.... Furthermore, it is unlikely that high benchmark crude oil prices will decline substantially in the future as the emerging, energy-consuming...

Upwelling, Thermoclines and Wave-Sweeping on an Equatorial Carbonate Ramp: Lower Carboniferous Strata of Western Canada

Richard T. Brandley, Federico F. Krause

Special Publications of SEPM

... Brandley et aI tervals of about 1.5 Ma (Fig. 3; Brandley, 1993; Brandley et al., 1995 This high resolution chronostratigraphy enables us to es 1995...

Fracture stratigraphy, stress, and strain evolution in shale succession of the lower Paleozoic Baltic Basin (Poland)

Marek Jarosiński, Kinga Bobek, Andrzej Głuszyński, Krzysztof Sowiżdżał, and Tomasz Słoczyński

AAPG Bulletin

... history model of the benchmark B-6 borehole with the bar showing the range of shale interval analyzed (right side). The location of this cross section...

Departures From the Archetypal Ichnofacies: Effective Recognition of Physico-chemical Stresses in the Rock Record

James A. Maceachern, S. George Pemberton, Kerrie L. Bann, Murray K. Gingras

Special Publications of SEPM

... (ethology), constitute the benchmark animal-sediment responses to ambient or optimum environmental conditions (Figs. 1 and 2). The archetypal ichnofacies...

2008 Annual AAPG Convention, April 20-23, 2008, San Antonio, Texas, #90078 (2008)

Search and Discovery.com

Age and mode of the middle Miocene marine flooding of the Pannonian Basin-constraints from central Serbia

Oleg Mandic, Ljupko Rundic Stjepan Corc, Durdica Pezelj, Dorte Theobalt, Karin Sant, Wout Krijgsman

PALAIOS

... et al. 2016). This zone signifies the suture between the Dinarides in the south and Tisza-Dacia mega-units in the north, and extends for more than...

Magnetostratigraphy: A Powerful Tool for High Resolution Age-Dating and Correlation in the Miocene Monterey Formation of California: Results From Shell Beach Section, Pismo Basin

Sheraz Khan Omarzai, Robert S. Coe, John A. Barron

Special Publications of SEPM

... a GPTS age es timate of 15 15 Ma for the basal Monterey at Shell Beach more one to one down to the bottom of the section 1982 to m siliceous...

2020 Covid-19 Pandemic, Oil Market Crash, and Prospects for the Petroleum Industry

Rasoul Sorkhabi

Petroleum History Institute

... April 10, 2020). In May and June, oil prices for all benchmark crudes reached around $40 a barrel and have remained in the lower to middle $40s since...

Strategic Alliances: Why and How for Indonesia

Joao G. de Oliveira

Indonesian Petroleum Association

... are meeting target performance. In simplistic terms, the risk and reward system principle is that a benchmark or target cost is established...

Company Cost Accuracy Benchmark Toward Industry Practice and International Guidelines at Project Phases Gate

Erwin Indrawan

Indonesian Petroleum Association

...Company Cost Accuracy Benchmark Toward Industry Practice and International Guidelines at Project Phases Gate Erwin Indrawan This paper has been...

Propagating of Hydraulic Fractures from Horizontal Wellbores: Effects of In-situ Stress and Near Wellbore Stress Redistribution

Qian Gao, Desheng Zhou, Ahmad Ghassemi, Xiong Liu, Yafei Liu, Minhao Guo

Unconventional Resources Technology Conference (URTEC)

...; then several benchmark problems are studied through the proposed model; at last, the propagation of hydraulic fractures from a wellbore is analyzed...

Evaluation of Cyclic Gas Injection EOR in Unconventional Reservoirs and Exit Strategies, Including Potential Storage Options Using Bakken Field as an Example Case

Abdulrahman Abdulwarith, Ahmed Kareb, Mohamed Ammar, Birol Dindoruk

Unconventional Resources Technology Conference (URTEC)

... for primary production was established to serve as a benchmark for evaluating primary recovery. Various gas solvents were assessed based...

Thrust Tectonics and Hydrocarbon Systems; Introduction

K. R. McClay

AAPG Special Volumes

... are addressed in this volume.THE CRITICAL COULOMB WEDGE MODELFollowing the benchmark paper by Davis et al. (1983), the Critical Coulomb Wedge...

Oil quality in deep-water settings: Concerns, perceptions, observations, and reality

B. J. Katz, V. D. Robison

AAPG Bulletin

... for a suite of 35 benchmark crude oils.Further impacting the value of crude oil is its TAN. In general, higher TAN values are associated with lower API...

Time-dependent subsidence associated with drainage-induced compaction in Gulf of Mexico shales bounding a severely depleted gas reservoir

Chandong Chang, Ellen Mallman, and Mark Zoback

AAPG Bulletin

... measured by benchmark leveling surveys of the National Geodetic Survey. The benchmark stations are located along Louisiana Highway 1 (LA 1) in Lafourche...

Exploration benchmarking to establish the potential of two hydrocarbon plays in the Pelotas and Punta del Este Basins, offshore Uruguay

David A. Pollitt and Shaoqing Sun

AAPG Bulletin

...) benchmark targets or characterize analogues, and (5) identify best practices (Figure 6). Problems of differing nature and for different objectives require...

High-precision seismic imaging for complex deep structures in the hydrocarbon exploration using a coherent-stacking-based least-squares migration

Jidong Yang, Jianping Huang, Tengfei Lin, Zhenchun Li, and Liang Chen

AAPG Bulletin

... than 10 km. The first model was built by rescaling the BP statics benchmark model, which contains irregular topography, steeply dipping faults...

Geophysics and Soil Vapor Sampling at a Hazardous Waste Site

Kenneth D. Vogel

Environmental Geosciences (DEG)

... Methodology A 1.67 × 1.67–m (5 × 5–foot) survey grid was set up across the site (Figure 1). The grid was referenced to a surveyed local benchmark...