Joint Species Distribution Modelling

Joint Species Distribution Modelling
Author: Otso Ovaskainen
Publisher: Cambridge University Press
Total Pages: 389
Release: 2020-06-11
Genre: Nature
ISBN: 1108492460

A comprehensive account of joint species distribution modelling, covering statistical analyses in light of modern community ecology theory.

Mapping Species Distributions

Mapping Species Distributions
Author: Janet Franklin
Publisher: Cambridge University Press
Total Pages: 538
Release: 2010-01-07
Genre: Nature
ISBN: 1139485296

Maps of species' distributions or habitat suitability are required for many aspects of environmental research, resource management and conservation planning. These include biodiversity assessment, reserve design, habitat management and restoration, species and habitat conservation plans and predicting the effects of environmental change on species and ecosystems. The proliferation of methods and uncertainty regarding their effectiveness can be daunting to researchers, resource managers and conservation planners alike. Franklin summarises the methods used in species distribution modeling (also called niche modeling) and presents a framework for spatial prediction of species distributions based on the attributes (space, time, scale) of the data and questions being asked. The framework links theoretical ecological models of species distributions to spatial data on species and environment, and statistical models used for spatial prediction. Providing practical guidelines to students, researchers and practitioners in a broad range of environmental sciences including ecology, geography, conservation biology, and natural resources management.

Integrated Population Models

Integrated Population Models
Author: Michael Schaub
Publisher: Academic Press
Total Pages: 640
Release: 2021-11-12
Genre: Science
ISBN: 0128209151

Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters, and population size and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis. Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields. The text is ideal for self-study and advanced graduate-level courses. - Offers practical and accessible ecological applications of IPMs (integrated population models) - Provides full documentation of analyzed code in the Bayesian framework - Written and structured for an easy approach to the subject, especially for non-statisticians

Spatial Ecology and Conservation Modeling

Spatial Ecology and Conservation Modeling
Author: Robert Fletcher
Publisher: Springer
Total Pages: 531
Release: 2019-02-15
Genre: Science
ISBN: 3030019896

This book provides a foundation for modern applied ecology. Much of current ecology research and conservation addresses problems across landscapes and regions, focusing on spatial patterns and processes. This book is aimed at teaching fundamental concepts and focuses on learning-by-doing through the use of examples with the software R. It is intended to provide an entry-level, easily accessible foundation for students and practitioners interested in spatial ecology and conservation.

Population Ecology in Practice

Population Ecology in Practice
Author: Dennis L. Murray
Publisher: John Wiley & Sons
Total Pages: 448
Release: 2020-02-10
Genre: Science
ISBN: 0470674148

A synthesis of contemporary analytical and modeling approaches in population ecology The book provides an overview of the key analytical approaches that are currently used in demographic, genetic, and spatial analyses in population ecology. The chapters present current problems, introduce advances in analytical methods and models, and demonstrate the applications of quantitative methods to ecological data. The book covers new tools for designing robust field studies; estimation of abundance and demographic rates; matrix population models and analyses of population dynamics; and current approaches for genetic and spatial analysis. Each chapter is illustrated by empirical examples based on real datasets, with a companion website that offers online exercises and examples of computer code in the R statistical software platform. Fills a niche for a book that emphasizes applied aspects of population analysis Covers many of the current methods being used to analyse population dynamics and structure Illustrates the application of specific analytical methods through worked examples based on real datasets Offers readers the opportunity to work through examples or adapt the routines to their own datasets using computer code in the R statistical platform Population Ecology in Practice is an excellent book for upper-level undergraduate and graduate students taking courses in population ecology or ecological statistics, as well as established researchers needing a desktop reference for contemporary methods used to develop robust population assessments.

Habitat Suitability and Distribution Models

Habitat Suitability and Distribution Models
Author: Antoine Guisan
Publisher: Cambridge University Press
Total Pages: 513
Release: 2017-09-14
Genre: Computers
ISBN: 0521765137

This book introduces the key stages of niche-based habitat suitability model building, evaluation and prediction required for understanding and predicting future patterns of species and biodiversity. Beginning with the main theory behind ecological niches and species distributions, the book proceeds through all major steps of model building, from conceptualization and model training to model evaluation and spatio-temporal predictions. Extensive examples using R support graduate students and researchers in quantifying ecological niches and predicting species distributions with their own data, and help to address key environmental and conservation problems. Reflecting this highly active field of research, the book incorporates the latest developments from informatics and statistics, as well as using data from remote sources such as satellite imagery. A website at www.unil.ch/hsdm contains the codes and supporting material required to run the examples and teach courses.

Marine Disease Ecology

Marine Disease Ecology
Author: Donald C. Behringer
Publisher:
Total Pages: 280
Release: 2020
Genre: Science
ISBN: 0198821638

Global research on marine disease ecology has expanded at an accelerating rate, due to increases in disease emergence across many taxa but also a broader realization that the parasites responsible are themselves important members of marine communities. Courses are now starting to emerge and this first textbook is ideally placed to serve them.

Primates of the World

Primates of the World
Author: Jaclyn H. Wolfheim
Publisher: Psychology Press
Total Pages: 860
Release: 1983
Genre: Science
ISBN: 9783718601905

First Published in 1983. Routledge is an imprint of Taylor & Francis, an informa company.

Dynamic State Variable Models in Ecology

Dynamic State Variable Models in Ecology
Author: Colin W. Clark
Publisher: Oxford University Press
Total Pages: 302
Release: 2000-02-10
Genre: Science
ISBN: 0195122666

This book introduces readers to a set of powerful and extremely flexible modeling techniques--starting at "square one"--and is ideal for students and scientists in behavior studies, ecology, anthropology, conservation biology, and related fields.