Download EBOOK Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169 PDF for free


Download EBOOK Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169 PDF for free Category: Poetry & Drama
The author of the book: Kaitlyn Andrews-Rice
Format files: PDF, EPUB
The size of the: 332 KB
Language: English
ISBN-13: 9781243419026
Edition: Bibliogov
Date of issue: 1 September 2011

Description of the book "Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169":

Highly parameterized groundwater models can create calibration difficulties. Regularized inversion-the combined use of large numbers of parameters with mathematical approaches for stable parameter estimation-is becoming a common approach to address these difficulties and enhance the transfer of information contained in field measurements to parameters used to model that system. Though commonly used in other industries, regularized inversion is somewhat imperfectly understood in the groundwater field. There is concern that this unfamiliarity can lead to underuse, and misuse, of the methodology. This document is constructed to facilitate the appropriate use of regularized inversion for calibrating highly parameterized groundwater models. The presentation PDF is directed at an intermediate- to advanced-level modeler, and it focuses on the PEST software suite-a frequently used tool for highly parameterized model calibration and one that is widely supported by commercial graphical user interfaces. A brief overview of the regularized inversion approach is provided, and techniques for mathematical regularization offered by PEST are outlined, including Tikhonov, subspace, and hybrid schemes. Guidelines for applying regularized inversion techniques are presented after a logical progression of steps for building suitable PEST input. The discussion starts with use of pilot points as a parameterization device and processing ePub/grouping observations to form multicomponent objective functions. A description of potential parameter solution methodologies and resources available through the PEST software and its supporting utility programs follows. Directing the parameter-estimation process through PEST control variables is then discussed, including guidance for monitoring and optimizing the performance of PEST. Comprehensive listings of PEST control variables, and of the roles performed by PEST utility support programs, are presented in the appendixes.

Download EBOOK Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169 PDF for free


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Kaitlyn Andrews-Rice

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Download EBOOK Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169 PDF for free



Download EBOOK Approaches to Highly Parameterized Inversion-A Guide to Using Pest for Groundwater-Model Calibration: Usgs Scientific Investigations Report 2010-5169 for free

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