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

Language: English

Published by Springer International Publishing Jul 2019, 2019

3030178595 / 9783030178598

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - 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. 668 pp. Englisch.…

Seller Inventory # 9783030178598

Title
Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling
Author
Y. Z. Ma
Publisher
Springer International Publishing Jul 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030178595
ISBN 13
9783030178598
Item weight
1,277 grams
Dimensions
241x160x39 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany