Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling (repost)
Y. Z. Ma, "Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling"
English | ISBN: 3030178595 | 2019 | 640 pages | PDF | 23 MB
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.