BibTeX
@INCOLLECTION{
Kim2002SAa,
author = "Jong G. Kim and Paul D. Hovland",
title = "Sensitivity Analysis and Parameter Tuning of a Sea-Ice Model",
pages = "91--98",
chapter = "9",
crossref = "Corliss2002ADo",
booktitle = "Automatic Differentiation of Algorithms: From Simulation to Optimization",
year = "2002",
editor = "George Corliss and Christ{\`e}le Faure and Andreas Griewank and Laurent
Hasco{\"e}t and Uwe Naumann",
series = "Computer and Information Science",
publisher = "Springer",
address = "New York, NY",
abstract = "The values of many of the parameters in climate models are often not known with any
great precision. We describe the use of automatic differentiation to examine the sensitivity of an
uncoupled dynamic-thermodynamic sea-ice model to various parameters. We also illustrate the
effectiveness of using these sensitivity derivatives with an optimization algorithm to tune the
parameters to maximize the agreement between simulated results and observational data.",
referred = "[Haase2002OSo], [Klein2002DMf]."
}
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