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

• Main Author: Ma, Y. Z. (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Fossil fuels.; Geology-Statistical methods.; Geotechnical engineering.; Statistics .; Operations research.; Decision making.; Geophysics.; Fossil Fuels (incl. Carbon Capture).; Quantitative Geology.; Geotechnical Engineering & Applied Earth Sciences.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Operations Research/Decision Theory.; Geophysics/Geodesy.

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 p...