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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Statistical Models for Wildlife Survey Data
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Statistical Models for Wildlife Survey Data
Byron J. T. Morgan, Emily B. Dennis, Stephen T. Buckland (Gebundene Ausgabe, Englisch)
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Beschreibung
This book describes a range of models for ecological data sets using both classical and Bayesian methods of inference, and illustrates their use through a varied set of real examples. These examples exhibit a range of sampling schemes, applied to various taxa and in varying environmental conditions. The book also describes pitfalls to be avoided in the design and analysis of ecological surveys.… Models may be spatial and/or temporal, and often include covariates such as measures of habitat, temperature and rainfall. Covariate selection for given problems is discussed. Other topics include the construction of individual species spatial maps, how spatial distributions change over time, models for unmarked and marked/identifiable individuals, integrated analysis, and how methods can be used to estimate biodiversity. In addition, the book reviews emerging new technologies; for instance, remote sensing and the use of drones, which result in opportunities for new methods of analysis. This book is a source of reference for postgraduates and research scientists in statistics and ecology. It may be used for graduate-level teaching, as well as a research reference. It critically and comprehensively presents the most up-to-date statistical modeling work in the area, recommending statistical methods. There is an extensive bibliography and multiple links to computer programs written in R, BUGS and other languages, as well as relevant computer packages; computing material may be accessed via download from the book website. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
18.06.2026
Sprache
Englisch
EAN
9783032061829
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Methods in Statistical Ecology
Sonderedition
Nein
Autor
Byron J. T. Morgan, Emily B. Dennis, Stephen T. Buckland
Seitenanzahl
481
Einbandart
Gebundene Ausgabe
Schlagwörter
Sampling schemes, Models for citizen science data, Models for presence-only data, Models for presence/absence data, Models for insect data, Hidden process models, Occupancy models, Models for count data, Generalised abundance index, n-mixture models, Dynamic models, Distance sampling, Capture-recapture models, Integrated models for animal survey data, biodiversity indicators, Statistical Ecology
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
PSAF - Ökologie, Biosphäre
RNCB - Biodiversität (Artenvielfalt)
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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