Statistical Rock Physics

The book is the first systematic and comprehensive treatise of stochastic models and computational tools that have emerged in rock-physics in the last 20 years. The field of statistical rock-physics is a part of rock-physics (Petrophysics). Its concepts, methods and techniques are borrowed from stoc...

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Hoofdauteur: Korvin, Gabor (Auteur)
Coauteur: SpringerLink (Online service)
Formaat: Elektronisch E-boek
Taal:Engels
Gepubliceerd in: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Editie:1st ed. 2024.
Reeks:Earth and Environmental Sciences Library,
Onderwerpen:
Online toegang:https://doi.org/10.1007/978-3-031-46700-4
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245 1 0 |a Statistical Rock Physics  |h [electronic resource] /  |c by Gabor Korvin. 
250 |a 1st ed. 2024. 
264 1 |a Cham :  |b Springer Nature Switzerland :  |b Imprint: Springer,  |c 2024. 
300 |a XIII, 537 p. 35 illus., 18 illus. in color.  |b online resource. 
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490 1 |a Earth and Environmental Sciences Library,  |x 2730-6682 
505 0 |a Random functions and random fields, autocorrelation functions -- Coordination number of grains -- Entropy and rock physics -- Effective properties of rocks -- Markov random fields and random walks -- Thermodynamic algorithms. 
520 |a The book is the first systematic and comprehensive treatise of stochastic models and computational tools that have emerged in rock-physics in the last 20 years. The field of statistical rock-physics is a part of rock-physics (Petrophysics). Its concepts, methods and techniques are borrowed from stochastic geometry and statistical physics. This discipline describes the interior geometry of rocks; derives their effective physical properties based on their random composition and the random arrangement of their constituents; and builds models to simulate the past geological processes that had formed the rock. The aim of the book is to help the readers to understand the claims, techniques and published results of this new field and—most importantly—to teach them in order to creatively apply stochastic geometry and statistical physics in their own research tasks. For this purpose, the underlying mathematics will be discussed in all sections of the book; numerical solutions will be highlighted; a full set of references will be provided; and theory will go hand-in-hand with practical applications to hydraulic permeability, electric conduction, rock failure, NMR, mechanics of random grain packings, as well as the compaction of shale. 
532 8 |a Accessibility summary: This PDF does not fully comply with PDF/UA standards, but does feature limited screen reader support, described non-text content (images, graphs), bookmarks for easy navigation and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognize the importance of accessibility, and we welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us at accessibilitysupport@springernature.com. 
532 8 |a No reading system accessibility options actively disabled 
532 8 |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com 
650 0 |a Geophysics. 
650 0 |a Petrology. 
650 0 |a Mineralogy. 
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650 2 4 |a Mineralogy. 
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