Effective Parameters of Hydrogeological Models [electronic resource] /
Gorokhovski, Vikenti.author.
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.
Description based upon print version of record.
Includes bibliographical references.
Foreword -- Introduction -- Engineering approach -- Geostatical approach -- Model identification -- Transforming mechanisms to effective model parameters  -- Examples of linear transforming mechanisms -- Examples of non-linear transforming mechannisms -- Evaluation of transforming mechanisms -- Inverse problems and transforming mechanisms -- Conclusion -- Afterword -- References.
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.
Hydrogeology.
Earth sciences.
Environmental sciences.
Thermodynamics.
Heat engineering.
Heat transfer.
Mass transfer.
Hydrogeology.
Earth Sciences, general.
Math. Appl. in Environmental Science.
Engineering Thermodynamics, Heat and Mass Transfer.
SpringerBriefs in Earth Sciences