Quantifying Uncertainty in Subsurface Systems

Quantifying Uncertainty in Subsurface Systems PDF Author: Céline Scheidt
Publisher: John Wiley & Sons
ISBN: 1119325870
Category : Science
Languages : en
Pages : 304

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Book Description
Under the Earth’s surface is a rich array of geological resources, many with potential use to humankind. However, extracting and harnessing them comes with enormous uncertainties, high costs, and considerable risks. The valuation of subsurface resources involves assessing discordant factors to produce a decision model that is functional and sustainable. This volume provides real-world examples relating to oilfields, geothermal systems, contaminated sites, and aquifer recharge. Volume highlights include: • A multi-disciplinary treatment of uncertainty quantification • Case studies with actual data that will appeal to methodology developers • A Bayesian evidential learning framework that reduces computation and modeling time Quantifying Uncertainty in Subsurface Systems is a multidisciplinary volume that brings together five major fields: information science, decision science, geosciences, data science and computer science. It will appeal to both students and practitioners, and be a valuable resource for geoscientists, engineers and applied mathematicians. Read the Editors’ Vox: https://eos.org/editors-vox/quantifying-uncertainty-about-earths-resources

Quantifying Uncertainty in Subsurface Systems

Quantifying Uncertainty in Subsurface Systems PDF Author: Céline Scheidt
Publisher: John Wiley & Sons
ISBN: 1119325870
Category : Science
Languages : en
Pages : 304

Get Book Here

Book Description
Under the Earth’s surface is a rich array of geological resources, many with potential use to humankind. However, extracting and harnessing them comes with enormous uncertainties, high costs, and considerable risks. The valuation of subsurface resources involves assessing discordant factors to produce a decision model that is functional and sustainable. This volume provides real-world examples relating to oilfields, geothermal systems, contaminated sites, and aquifer recharge. Volume highlights include: • A multi-disciplinary treatment of uncertainty quantification • Case studies with actual data that will appeal to methodology developers • A Bayesian evidential learning framework that reduces computation and modeling time Quantifying Uncertainty in Subsurface Systems is a multidisciplinary volume that brings together five major fields: information science, decision science, geosciences, data science and computer science. It will appeal to both students and practitioners, and be a valuable resource for geoscientists, engineers and applied mathematicians. Read the Editors’ Vox: https://eos.org/editors-vox/quantifying-uncertainty-about-earths-resources

Fundamentals of Basin and Petroleum Systems Modeling

Fundamentals of Basin and Petroleum Systems Modeling PDF Author: Thomas Hantschel
Publisher: Springer Science & Business Media
ISBN: 3540723188
Category : Science
Languages : en
Pages : 486

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Book Description
The first comprehensive presentation of methods and algorithms used in basin modeling, this text provides geoscientists and geophysicists with an in-depth view of the underlying theory and includes advanced topics such as probabilistic risk assessment methods.

Quantification and Prediction of Hydrocarbon Resources

Quantification and Prediction of Hydrocarbon Resources PDF Author: A.G. Doré
Publisher: Elsevier
ISBN: 0080540090
Category : Science
Languages : en
Pages : 363

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Book Description
The oil price shocks of the mid-1980s and their aftermath created radical changes in the petroleum industry, and underlined the need for reliable information on petroleum resources. Integration between the disciplines of petroleum geology, exploration geophysics, reservoir/petroleum engineering and economics became a necessity for resource management and strategic planning. This volume is designed to bring together some of the best techniques evolved to meet these challenges. The very broad scope of the volume, ranging from the macro (global) to micro (field and prospect) level, provides an overview of the thought processes currently prevalent in the industry and academia on the subject of resource quantification and prediction.This is one of the first books to cover the extensive assembly of hydrocarbon quantification and prediction techniques - of value to petroleum industry management, geoscientists, engineers and economists. Containing hundreds of illustrations, some in colour, the book is arranged in 26 chapters with a detailed subject index. Many service companies and university departments with links to the industry will also find much to interest them.

Value of Information in the Earth Sciences

Value of Information in the Earth Sciences PDF Author: Jo Eidsvik
Publisher: Cambridge University Press
ISBN: 1316432122
Category : Technology & Engineering
Languages : en
Pages : 401

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Book Description
Gathering the right kind and the right amount of information is crucial for any decision-making process. This book presents a unified framework for assessing the value of potential data gathering schemes by integrating spatial modelling and decision analysis, with a focus on the Earth sciences. The authors discuss the value of imperfect versus perfect information, and the value of total versus partial information, where only subsets of the data are acquired. Concepts are illustrated using a suite of quantitative tools from decision analysis, such as decision trees and influence diagrams, as well as models for continuous and discrete dependent spatial variables, including Bayesian networks, Markov random fields, Gaussian processes, and multiple-point geostatistics. Unique in scope, this book is of interest to students, researchers and industry professionals in the Earth and environmental sciences, who use applied statistics and decision analysis techniques, and particularly to those working in petroleum, mining, and environmental geoscience.

Geostatistical Reservoir Modeling

Geostatistical Reservoir Modeling PDF Author: Michael J. Pyrcz
Publisher: Oxford University Press
ISBN: 0199358834
Category : Mathematics
Languages : en
Pages : 449

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Book Description
Published in 2002, the first edition of Geostatistical Reservoir Modeling brought the practice of petroleum geostatistics into a coherent framework, focusing on tools, techniques, examples, and guidance. It emphasized the interaction between geophysicists, geologists, and engineers, and was received well by professionals, academics, and both graduate and undergraduate students. In this revised second edition, Deutsch collaborates with co-author Michael Pyrcz to provide an expanded (in coverage and format), full color illustrated, more comprehensive treatment of the subject with a full update on the latest tools, methods, practice, and research in the field of petroleum Geostatistics. Key geostatistical concepts such as integration of geologic data and concepts, scale considerations, and uncertainty models receive greater attention, and new comprehensive sections are provided on preliminary geological modeling concepts, data inventory, conceptual model, problem formulation, large scale modeling, multiple point-based simulation and event-based modeling. Geostatistical methods are extensively illustrated through enhanced schematics, work flows and examples with discussion on method capabilities and selection. For example, this expanded second edition includes extensive discussion on the process of moving from an inventory of data and concepts through conceptual model to problem formulation to solve practical reservoir problems. A greater number of examples are included, with a set of practical geostatistical studies developed to illustrate the steps from data analysis and cleaning to post-processing, and ranking. New methods, which have developed in the field since the publication of the first edition, are discussed, such as models for integration of diverse data sources, multiple point-based simulation, event-based simulation, spatial bootstrap and methods to summarize geostatistical realizations.

Physical Principles of Sedimentary Basin Analysis

Physical Principles of Sedimentary Basin Analysis PDF Author: Magnus Wangen
Publisher: Cambridge University Press
ISBN: 0521761255
Category : Business & Economics
Languages : en
Pages : 545

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Book Description
A user-friendly, thorough introduction to quantitative modelling of sedimentary basins, illustrated throughout with real-world examples, applications and test exercises.

Basin Analysis

Basin Analysis PDF Author: Philip A. Allen
Publisher: John Wiley & Sons
ISBN: 1118450302
Category : Science
Languages : en
Pages : 645

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Book Description
Basin Analysis is an advanced undergraduate and postgraduate text aimed at understanding sedimentary basins as geodynamic entities. The rationale of the book is that knowledge of the basic principles of the thermo-mechanical behaviour of the lithosphere, the dynamics of the mantle, and the functioning of sediment routing systems provides a sound background for studying sedimentary basins, and is a pre-requisite for the exploitation of resources contained in their sedimentary rocks. The third edition incorporates new developments in the burgeoning field of basin analysis while retaining the successful structure and overall philosophy of the first two editions. The text is divided into 4 parts that establish the geodynamical environment for sedimentary basins and the physical state of the lithosphere, followed by a coverage of the mechanics of basin formation, an integrated analysis of the controls on the basin-fill and its burial and thermal history, and concludes with an application of basin analysis principles in petroleum play assessment, including a discussion of unconventional hydrocarbon plays. The text is richly supplemented by Appendices providing mathematical derivations of a wide range of processes affecting the formation of basins and their sedimentary fills. Many of these Appendices include practical exercises that give the reader hands-on experience of quantitative solutions to important basin analysis processes. Now in full colour and a larger format, this third edition is a comprehensive update and expansion of the previous editions, and represents a rigorous yet accessible guide to problem solving in this most integrative of geoscientific disciplines. Additional resources for this book can be found at: www.wiley.com/go/allen/basinanalysis.

Technical Guidance for Petroleum Exploration and Production Plans

Technical Guidance for Petroleum Exploration and Production Plans PDF Author: Tarek Al-Arbi Omar Ganat
Publisher: Springer Nature
ISBN: 3030452506
Category : Technology & Engineering
Languages : en
Pages : 101

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Book Description
This book presents detailed explanations of how to formulate field development plans for oil and gas discovery. The data and case studies provided here, obtained from the authors’ field experience in the oil and gas industry around the globe, offer a real-world context for the theories and procedures discussed. The book covers all aspects of field development plan processes, from reserve estimations to economic analyses. It shows readers in both the oil and gas industry and in academia how to prepare field development plans in a straightforward way, and with substantially less uncertainty.

Uncertainty Analysis and Reservoir Modeling

Uncertainty Analysis and Reservoir Modeling PDF Author: Y. Zee Ma
Publisher: AAPG
ISBN: 0891813780
Category : Science
Languages : en
Pages : 329

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Book Description


Handbook of Mathematical Geosciences

Handbook of Mathematical Geosciences PDF Author: B.S. Daya Sagar
Publisher: Springer
ISBN: 3319789996
Category : Science
Languages : en
Pages : 911

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Book Description
This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences.