Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization and Modeling is popular PDF and ePub book, written by Y. Z. Ma in 2019-07-15, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization and Modeling can be Read Online from any device for your convenience.
Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization and Modeling Book PDF Summary
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.
Detail Book of Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization and Modeling PDF
- Author : Y. Z. Ma
- Release : 15 July 2019
- Publisher : Springer
- ISBN : 9783030178604
- Genre : Technology & Engineering
- Total Page : 640 pages
- Language : English
- PDF File Size : 10,9 Mb
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