Association for More Than Two Processes
Addressing the spatial association between three or more processes is a challenging problem. Here, similarly as in the previous chapters we focus our attention in a continuous multivariate process with more than two components. Although motivation could b
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Spatial Relationships Between Two Georeferenced Variables With Applications in R
Spatial Relationships Between Two Georeferenced Variables
Ronny Vallejos Felipe Osorio Moreno Bevilacqua •
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Spatial Relationships Between Two Georeferenced Variables With Applications in R
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Ronny Vallejos Department of Mathematics Federico Santa María Technical University Valparaíso, Chile
Felipe Osorio Department of Mathematics Federico Santa María Technical University Valparaíso, Chile
Moreno Bevilacqua Faculty of Engineering and Sciences Universidad Adolfo Ibañez Viña del Mar, Chile
ISBN 978-3-030-56680-7 ISBN 978-3-030-56681-4 https://doi.org/10.1007/978-3-030-56681-4
(eBook)
© Springer Nature Switzerland AG 2020 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. 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. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
To my lovely wife and son, Carmen and Ronny Javier. Ronny Vallejos To my children Vicente and Florencia, for their love. Felipe Osorio To Gianni and Agostina. Moreno Bevilacqua
Preface
In this book we cover a wide range of topics that currently are available only as a material included in many research papers. The material we cover is related to 35 years of research in spatial statistics and image processing. Our approach includes an exposition of the techniques keeping the mathematical and statistical background at a minimum so that the technical aspects are placed in an appendix in order to facilitate the readability. Each chapter contains a section with applications and R computations where real datasets in different contexts (Fisheries Research, Forest Sciences, and Agricultural Sciences) are analyzed. We trust that the book will be of interest to those who are familiar with spatial statistics and to scientific researchers whose work involves the analysis of geostatistical data. For the first group, we recommend a fast reading of Chap. 1 and then t
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