| 书目名称 | Entropy Measures for Environmental Data | | 副标题 | Description, Samplin | | 编辑 | Linda Altieri,Daniela Cocchi | | 视频video | | | 概述 | Covers both theoretical and practical aspects of entropy measures.Is the first book to deal with spatial entropy estimation for complex data.Provides examples and tutorials to make results understanda | | 丛书名称 | Advances in Geographical and Environmental Sciences | | 图书封面 |  | | 描述 | .This book shows how to successfully adapt entropy measures to the complexity of environmental data. It also provides a unified framework that covers all main entropy and spatial entropy measures in the literature, with suggestions for their potential use in the analysis of environmental data such as biodiversity, land use and other phenomena occurring over space or time, or both...First, recent literature reviews about including spatial information in traditional entropy measures are presented, highlighting the advantages and disadvantages of past approaches and the difference in interpretation of their proposals. A consistent notation applicable to all approaches is introduced, and the authors’ own proposal is presented. Second, the use of entropy in spatial sampling is focused on, and a method with an outstanding performance when data show a negative or complex spatial correlation is proposed. The last part of the book covers estimating entropy and proposes a model-based approach that differs from all existing estimators, working with data presenting any departure from independence: presence of covariates, temporal or spatial correlation, or both. The theoretical parts are suppo | | 出版日期 | Book 2024 | | 关键词 | Spatial Entropy; Environmental Data; Entropy Estimation; Spatial Sampling; Co-occurrence Entropy; Categor | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-97-2546-5 | | isbn_softcover | 978-981-97-2548-9 | | isbn_ebook | 978-981-97-2546-5Series ISSN 2198-3542 Series E-ISSN 2198-3550 | | issn_series | 2198-3542 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 16:38:46
