Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling

Language: English

Published by Springer, Palgrave Macmillan Aug 2020, 2020

3030178625 / 9783030178628

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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -Earth science is becoming increasingly quantitative in the digital age. Quantification of geoscience and engineering problems underpins many of the applications of big data and artificial intelligence. This book presents quantitative geosciences in three parts. Part 1 presents data analytics using probability, statistical and machine-learning methods. Part 2 covers reservoir characterization using several geoscience disciplines: including geology, geophysics, petrophysics and geostatistics. Part 3 treats reservoir modeling, resource evaluation and uncertainty analysis using integrated geoscience, engineering and geostatistical methods. As the petroleum industry is heading towards operating oil fields digitally, a multidisciplinary skillset is a must for geoscientists who need to use data analytics to resolve inconsistencies in various sources of data, model reservoir properties, evaluate uncertainties, and quantify risk for decision making. This book intends to serve as a bridge for advancing the multidisciplinary integration for digital fields. The goal is to move beyond using quantitative methods individually to an integrated descriptive-quantitative analysis. In big data, everything tells us something, but nothing tells us everything. This book emphasizes the integrated, multidisciplinary solutions for practical problems in resource evaluation and field development.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 668 pp. Englisch.…

Seller Inventory # 9783030178628

Title
Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling
Author
Y. Z. Ma
Publisher
Springer, Palgrave Macmillan Aug 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030178625
ISBN 13
9783030178628
Item weight
1,136 grams
Dimensions
235x155x34 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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