Effective parameters of hydrological models

Effective parameters of hydrological models

by Gorokhovski, Vikenti

Type Book
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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 …

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Title Statements

  • Full title :Effective parameters of hydrological models / by Vikenti Gorokhovski.

Summary

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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Edition Statements

  • Publication Date:2012.

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Berlin
  • Language:eng
  • Publication Date:2012.

The Physical Object

  • Description:1 online resource : : illustrations

Edition Identifiers

  • ISBN:9783642237225, 3642237223
  • oclc:ocn785530578
  • LC Classification:GB656.2.H9
  • Dewey Decimal:551.480113

Table of Contents

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.

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