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Spatio-temporal models for ecologists /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Spatio-temporal models for ecologists /James T. Thorson and Kasper Kristensen.
作者:	Thorson, James T.,
其他作者:	Kristensen, Kasper,
出版者:	Boca Raton, FL :CRC Press, Taylor & Francis Group,2024.
面頁冊數:	xvii, 275 p. :col. ill., col. maps ;27 cm.
標題:	Spatial ecologyMathematical models.
ISBN:	9781032531014 :

Spatio-temporal models for ecologists /
Thorson, James T.,

Spatio-temporal models for ecologists /James T. Thorson and Kasper Kristensen. - 1st ed. - Boca Raton, FL :CRC Press, Taylor & Francis Group,2024. - xvii, 275 p. :col. ill., col. maps ;27 cm. - Chapman & Hall/CRC applied environmental series. - Chapman & Hall/CRC applied environmental series..

Includes bibliographical references (p. 255-271) and index.

"Ecological dynamics are tremendously complicated and are studied at a variety of spatial and temporal scales. Ecologists often simplify analysis by describing changes in density of individuals across a landscape, and statistical methods are advancing rapidly for studying spatio-temporal dynamics. However, spatio-temporal statistics is often presented using a set of principles that may seem very distant from ecological theory or practice. This book seeks to introduce a minimal set of principles and numerical techniques for spatio-temporal statistics that can be used to implement a wide range of real-world ecological analyses regarding animal movement, population dynamics, community composition, causal attribution, and spatial dynamics. We provide a step-by-step illustration of techniques that combine core spatial-analysis packages in R with low-level computation using Template Model Builder. Techniques are showcased using real-world data from varied ecological systems, providing a toolset for hierarchical modelling of spatio-temporal processes. Spatio-Temporal Models for Ecologists is meant for graduate level students, alongside applied and academic ecologists"--

ISBN: 9781032531014 :NT$3218

LCCN: 2023040872Subjects--Topical Terms:

224594
Spatial ecology
--Mathematical models.

LC Class. No.: QH541.15.S62 / T46 2024

Dewey Class. No.: 577.01/51

Spatio-temporal models for ecologists /
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300 $a xvii, 275 p. : $b col. ill., col. maps ; $c 27 cm.
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520 $a "Ecological dynamics are tremendously complicated and are studied at a variety of spatial and temporal scales. Ecologists often simplify analysis by describing changes in density of individuals across a landscape, and statistical methods are advancing rapidly for studying spatio-temporal dynamics. However, spatio-temporal statistics is often presented using a set of principles that may seem very distant from ecological theory or practice. This book seeks to introduce a minimal set of principles and numerical techniques for spatio-temporal statistics that can be used to implement a wide range of real-world ecological analyses regarding animal movement, population dynamics, community composition, causal attribution, and spatial dynamics. We provide a step-by-step illustration of techniques that combine core spatial-analysis packages in R with low-level computation using Template Model Builder. Techniques are showcased using real-world data from varied ecological systems, providing a toolset for hierarchical modelling of spatio-temporal processes. Spatio-Temporal Models for Ecologists is meant for graduate level students, alongside applied and academic ecologists"-- $c Provided by publisher.
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