Effective Parameters of Hydrogeological Models

Nonfiction, Science & Nature, Science, Earth Sciences
Cover of the book Effective Parameters of Hydrogeological Models by Vikenti Gorokhovski, Springer Berlin Heidelberg
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Author: Vikenti Gorokhovski ISBN: 9783642237225
Publisher: Springer Berlin Heidelberg Publication: January 5, 2012
Imprint: Springer Language: English
Author: Vikenti Gorokhovski
ISBN: 9783642237225
Publisher: Springer Berlin Heidelberg
Publication: January 5, 2012
Imprint: Springer
Language: English

Models of geological objects are tools for interpolation and extrapolation of available data in space and time continuously. Real structures of the objects are unknown, and their models and simulated results carry uncertainty which cannot be evaluated in a provable way. The real issue is obtaining effective predictions in a reasonably defined sense. This requires a knowledge of mechanisms that convert actual geological properties into effective model parameters. These mechanisms are introduced in the book. They reveal that effective parameters are not statistics but characteristics optimizing the system made up by geological surroundings, their models, predictive problem formulations, including mathematical models of the simulated processes, boundary conditions, monitoring networks, criteria of efficiency and even by time. Examples of evaluating and applying transformation for assigning effective parameters and solving inverse problems are presented.

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Models of geological objects are tools for interpolation and extrapolation of available data in space and time continuously. Real structures of the objects are unknown, and their models and simulated results carry uncertainty which cannot be evaluated in a provable way. The real issue is obtaining effective predictions in a reasonably defined sense. This requires a knowledge of mechanisms that convert actual geological properties into effective model parameters. These mechanisms are introduced in the book. They reveal that effective parameters are not statistics but characteristics optimizing the system made up by geological surroundings, their models, predictive problem formulations, including mathematical models of the simulated processes, boundary conditions, monitoring networks, criteria of efficiency and even by time. Examples of evaluating and applying transformation for assigning effective parameters and solving inverse problems are presented.

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