Spatio-temporal models for ecologists:
"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 dynami...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2024
|
| Ausgabe: | First edition |
| Schriftenreihe: | Chapman & Hall/CRC applied environmental statistics
|
| Schlagworte: | |
| Zusammenfassung: | "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"-- |
| Beschreibung: | xvii, 275 pages Illustrationen, Diagramme 26 cm |
| ISBN: | 9781032531014 9781032531021 |
Internformat
MARC
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| 100 | 1 | |a Thorson, James T. |e Verfasser |4 aut | |
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| 300 | |a xvii, 275 pages |b Illustrationen, Diagramme |c 26 cm | ||
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| 490 | 0 | |a Chapman & Hall/CRC applied environmental statistics | |
| 520 | 3 | |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"-- | |
| 653 | 0 | |a Spatial ecology / Mathematical models | |
| 653 | 0 | |a Ecology / Mathematical models | |
| 653 | 0 | |a Ecology / Statistical methods | |
| 653 | 0 | |a R (Computer program language) | |
| 653 | 0 | |a Écologie spatiale / Modèles mathématiques | |
| 653 | 0 | |a R (Langage de programmation) | |
| 700 | 1 | |a Kristensen, Kasper |e Verfasser |4 aut | |
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Datensatz im Suchindex
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| id | DE-604.BV049615501 |
| illustrated | Illustrated |
| index_date | 2024-07-03T23:36:43Z |
| indexdate | 2024-07-20T07:25:40Z |
| institution | BVB |
| isbn | 9781032531014 9781032531021 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034959617 |
| oclc_num | 1437848587 |
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| physical | xvii, 275 pages Illustrationen, Diagramme 26 cm |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | CRC Press |
| record_format | marc |
| series2 | Chapman & Hall/CRC applied environmental statistics |
| spelling | Thorson, James T. Verfasser aut Spatio-temporal models for ecologists James T. Thorson and Kasper Kristensen First edition Boca Raton, FL CRC Press 2024 xvii, 275 pages Illustrationen, Diagramme 26 cm txt rdacontent n rdamedia nc rdacarrier Chapman & Hall/CRC applied environmental statistics "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"-- Spatial ecology / Mathematical models Ecology / Mathematical models Ecology / Statistical methods R (Computer program language) Écologie spatiale / Modèles mathématiques R (Langage de programmation) Kristensen, Kasper Verfasser aut Erscheint auch als Online-Ausgabe 978-1-003-41029-4 |
| spellingShingle | Thorson, James T. Kristensen, Kasper Spatio-temporal models for ecologists |
| title | Spatio-temporal models for ecologists |
| title_auth | Spatio-temporal models for ecologists |
| title_exact_search | Spatio-temporal models for ecologists |
| title_exact_search_txtP | Spatio-temporal models for ecologists |
| title_full | Spatio-temporal models for ecologists James T. Thorson and Kasper Kristensen |
| title_fullStr | Spatio-temporal models for ecologists James T. Thorson and Kasper Kristensen |
| title_full_unstemmed | Spatio-temporal models for ecologists James T. Thorson and Kasper Kristensen |
| title_short | Spatio-temporal models for ecologists |
| title_sort | spatio temporal models for ecologists |
| work_keys_str_mv | AT thorsonjamest spatiotemporalmodelsforecologists AT kristensenkasper spatiotemporalmodelsforecologists |