Spatio-Temporal Models for Ecologists

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  • Spatio-Temporal Models for Ecologists Book Detail

  • Author : James Thorson
  • Release Date : 2024-02-27
  • Publisher : CRC Press
  • Genre : Mathematics
  • Pages : 294
  • ISBN 13 : 1003851835
  • File Size : 10,10 MB

Spatio-Temporal Models for Ecologists by James Thorson PDF Summary

Book Description: 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. Key Features: Foundational ecological principles and analyses Thoughtful and thorough ecological examples Analyses conducted using a minimal toolbox and fast computation Code using R and TMB included in the book and available online

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Spatio-Temporal Models for Ecologists

Spatio-Temporal Models for Ecologists

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Ecological dynamics are tremendously complicated and are studied at a variety of spatial and temporal scales. Ecologists often simplify analysis by describing c

Spatio-temporal Models for Ecologists

Spatio-temporal Models for Ecologists

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"Ecological dynamics are tremendously complicated and are studied at a variety of spatial and temporal scales. Ecologists often simplify analysis by describing

Spatio-Temporal Heterogeneity

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Our living environment continuously changes in space and time. This book explains how to capture and assess these changes through the relevant statistical frame