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Spatio-Temporal Models for Ecologists
Engelsk
Bogcover for Spatio-Temporal Models for Ecologists af James Thorson, Kasper Kristensen, 9781032531014
Specifikationer
Sprog:
Engelsk
Sider:
276
ISBN-13:
9781032531014
Indbinding:
Hardback
ISBN-10:
1032531010
Udg. Dato:
27 feb 2024
Størrelse i cm:
26,4 x 18,5 x 2,0
Oplagsdato:
27 feb 2024

Spatio-Temporal Models for Ecologists

Engelsk
Hardback 2024
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
276
ISBN-13:
9781032531014
Indbinding:
Hardback
ISBN-10:
1032531010
Udg. Dato:
27 feb 2024
Størrelse i cm:
26,4 x 18,5 x 2,0
Oplagsdato:
27 feb 2024
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