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Occupancy Estimation and Modeling

Inferring Patterns and Dynamics of Species Occurrence

Vooraankondiging
Occupancy Estimation and Modeling - Hines, James E.; Bailey, Larissa; Pollock, Kenneth H.; Royle, J. Andrew; Nichols, James D.; Mackenzie, Darryl I. - ISBN: 9780124071971
Prijs: € 90,85 (onder voorbehoud)
Beschikbaarheid: Nog niet verschenen.
Bindwijze: Boek, Gebonden (17-11-2017)
Genre: Toepassingsgerichte wiskunde
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Beschrijving

Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition, provides a synthesis of model-based approaches for analyzing presence-absence data, allowing for imperfect detection. Beginning from the relatively simple case of estimating the proportion of area or sampling units occupied at the time of surveying, the authors describe a wide variety of extensions that have been developed since the early 2000s. This provides animproved insight about species and community ecology, including, detection heterogeneity; correlated detections; spatial autocorrelation; multiple states or classes of occupancy; changes in occupancy over time; species co-occurrence; community-level modeling, and more.

Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition has been greatly expanded and detail is providedregarding the estimation methods and examples of their application are given. Important study design recommendations are also covered to give a well rounded view of modeling.



  • Provides authoritative insights into the latest in occupancy modeling
  • Examines the latest methods in analyzing detection/no detection data surveys
  • Addresses critical issues of imperfect detectability and its effects on species occurrence estimation
  • Discusses important study design considerations such as defining sample units, sample size determination and optimal effort allocation

Details

Titel: Occupancy Estimation and Modeling
auteur: Hines, James E.; Bailey, Larissa; Pollock, Kenneth H.; Royle, J. Andrew; Nichols, James D.; Mackenzie, Darryl I.
Mediatype: Boek
Bindwijze: Gebonden
Taal: Engels
Druk: 2
Aantal pagina's: 648
Uitgever: Elsevier Science
Publicatiedatum: 2017-11-17
NUR: Toepassingsgerichte wiskunde
Afmetingen: 229 x 152
ISBN/ISBN13: 9780124071971
Intern nummer: 34269091

Biografie (woord)

Dr Royle is a Senior Scientist and Research Statistician at the U.S. Geological Survey's Patuxent Wildlife Research Center. His research is focused on the application of probability and statistics to ecological problems, especially those related to animal sampling and demographic modeling. Much of his research over the last 10 years has been devoted to the development of methods illustrated in our new book. He has authored or coauthored more than 100 journal articles, and co-authored the books Spatial Capture Recapture, Hierarchical Modeling and Inference in Ecology and Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, all published by Academic Press.

Extra informatie

Provides cutting-edge information on ways to improve ecological statistics and estimation using four distinct classes of models for discussion

Quote

"MacKenzie et al, writes clearly and make sensible points that are illustrated with excellent case studies and figures..." --Erica Fleishman, Stanford University, Department of Biological Sciences, for Ecology

Inhoudsopgave

Part I: BACKGROUND AND CONCEPTS 1. Introduction 2. Occupancy Applications 3. Fundamental Principals of Statistical Inference

Part II: SINGLE SPECIES, SINGLE SEASON OCCUPANCY MODELS 4. Basic Presence/absence Situation 5. Beyond Two Occupancy States 6. Extensions to Basic Approaches 7. Modeling Hetergeneous Detection Probabilities

Part III: SINGLE SPECIES, MULTIPLE SEASON OCCUPANCY MODELS 8. Basic Presence/absence Situation 9. More than Two Occupancy States 10. Further Topics

Part IV: STUDY DESIGN 11. Design of Single-season Occupancy Studies 12. Multiple Season Study Design

Part V: ADVANCED TOPICS 13. Integrated Modeling of Habitat and Occupancy Dynamics 14. Species Co-occurrence 15. Occupancy in Community-level Studies 16. Final Comments

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