An Application of Robust Parameter Estimation in Environmental Physics
This article presents a current research application of robust parameter estimation for inverse problems in air–sea gas exchange. The first part illustrates the interaction of measurements, analysis, and parameter estimation in the concept of the modeling
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Hans Georg Bock Thomas Carraro Willi J¨ager Stefan K¨orkel Rolf Rannacher Johannes P. Schl¨oder Editors
Model Based Parameter Estimation Theory and Applications
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Editors Hans Georg Bock Willi J¨ager Stefan K¨orkel Johannes P. Schl¨oder Interdisciplinary Center for Scientific Computing (IWR) Heidelberg University Heidelberg, Germany
Thomas Carraro Rolf Rannacher Institute for Applied Mathematics Heidelberg University Heidelberg, Germany
ISBN 978-3-642-30366-1 ISBN 978-3-642-30367-8 (eBook) DOI 10.1007/978-3-642-30367-8 Springer Heidelberg New York Dordrecht London Library of Congress Control Number: 2012954944 Math. Subj. Classification (2010): 34-XX, 35-XX, 49-XX, 62-XX, 65-XX, 68-XX, 90-XX, 92-XX © Springer-Verlag Berlin Heidelberg 2013 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface to the Series
Contributions to Mathematical and Computational Sciences Mathematical theories and methods and effective computational algorithms are crucial in coping with the challenges arising in the sciences and in many areas of their application. New concepts and approaches are necessary in order to overcome the complexity barriers particularly created by nonlinearity, high-
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