Bayesian Analysis Of Spatially Structured Population Dynamics
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Bayesian Analysis Of Spatially Structured Population Dynamics
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Author : Qing Zhao
language : en
Publisher: Springer Nature
Release Date : 2024-10-30
Bayesian Analysis Of Spatially Structured Population Dynamics written by Qing Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-30 with Science categories.
The book introduces a series of state-of-art Bayesian models that can be used to understand and predict spatially structured population dynamics in our changing world. Several chapters are devoted to introducing models that utilize detection/non-detection data, count data, combined count and capture-recapture data, and spatial capture-recapture data, respectively. The book provides R code of Metropolis-Hastings algorithms that allow efficient computing of these complex models. The book is aimed at graduate students and researchers who are interested in using and further developing these models.
Demographic Methods Across The Tree Of Life
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Author : Roberto Salguero-Gómez
language : en
Publisher: Oxford University Press
Release Date : 2021
Demographic Methods Across The Tree Of Life written by Roberto Salguero-Gómez and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Business & Economics categories.
This novel book provides the reader with the fundamentals of data collection, model construction, analyses, and interpretation across a wide repertoire of demographic techniques and protocols, clearly guided throughout with fully reproducible R scripts.
Applied Environmental Genomics
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Author : Oliver F. Berry
language : en
Publisher: CSIRO PUBLISHING
Release Date : 2023-12
Applied Environmental Genomics written by Oliver F. Berry and has been published by CSIRO PUBLISHING this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12 with Nature categories.
DNA is the essence of life and the original ‘big data’. New technologies are allowing scientists to access and make sense of this information like never before, and they are using it to solve the world’s greatest environmental challenges. Applied Environmental Genomics synthesises the latest and most exciting uses of genomic technologies for environmental science and management. With an emphasis on diversity of applications and real-world demonstrations, leading researchers have contributed detailed chapters on innovative approaches to obtaining critical management-relevant information about the natural world. These chapters are complemented by perspective sections written by environmental managers who describe their experiences using genomics to support evidence-based decisions. Ideal for students, researchers and professionals working in natural resource management and policy, Applied Environmental Genomics is a comprehensive introduction to a fast-moving field that is transforming the practice of environmental management, with profound relevance to industry, government and the public.
Bringing Bayesian Models To Life
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Author : Mevin B. Hooten
language : en
Publisher: CRC Press
Release Date : 2019-05-15
Bringing Bayesian Models To Life written by Mevin B. Hooten and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-15 with Mathematics categories.
Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software. We show how to handcraft statistical models that are useful in ecological and environmental science including: linear and generalized linear models, spatial and time series models, occupancy and capture-recapture models, animal movement models, spatio-temporal models, and integrated population-models. Features: R code implementing algorithms to fit Bayesian models using real and simulated data examples. A comprehensive review of statistical models commonly used in ecological and environmental science. Overview of Bayesian computational methods such as importance sampling, MCMC, and HMC. Derivations of the necessary components to construct statistical algorithms from scratch. Bringing Bayesian Models to Life contains a comprehensive treatment of models and associated algorithms for fitting the models to data. We provide detailed and annotated R code in each chapter and apply it to fit each model we present to either real or simulated data for instructional purposes. Our code shows how to create every result and figure in the book so that readers can use and modify it for their own analyses. We provide all code and data in an organized set of directories available at the authors' websites.
Strategies For Managing Fish Populations
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Author : Bhaswar Prajapat
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Strategies For Managing Fish Populations written by Bhaswar Prajapat and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Strategies for Managing Fish Populations" is a comprehensive guide that explores various strategies for sustainable fish population management. We address the complex dynamics of fisheries management, tackling issues such as overfishing, habitat degradation, and the need for conservation. Our book provides insights into the diverse challenges faced by fisheries managers and offers practical solutions. We examine the detrimental effects of overfishing on fish populations and marine ecosystems, highlighting the urgency of preventing further depletion. The importance of protecting critical habitats and minimizing fishing impacts is discussed in detail. We emphasize the role of regulatory agencies and collaborative governance in implementing effective measures, including fishing regulations, monitoring programs, and enforcement mechanisms. We also highlight the integration of aquaculture with traditional fisheries to reduce pressure on wild fish stocks and promote sustainable fish production. Featuring case studies from around the world, our book showcases successful fisheries management initiatives and best practices, providing real-world examples of effective strategies. This invaluable resource is designed for fisheries managers, policymakers, researchers, conservationists, and anyone interested in sustainable fish population management.
Foundations Of Restoration Ecology
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Author : Society for Ecological Restoration International
language : en
Publisher: Island Press
Release Date : 2016-11
Foundations Of Restoration Ecology written by Society for Ecological Restoration International and has been published by Island Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11 with Nature categories.
"Society for Ecological Restoration"--Cover.
Spatial Ecology And Conservation Modeling
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Author : Robert Fletcher
language : en
Publisher: Springer
Release Date : 2019-02-15
Spatial Ecology And Conservation Modeling written by Robert Fletcher and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-15 with Science categories.
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.
Methods In Comparative Plant Population Ecology
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Author : David Gibson
language : en
Publisher: OUP Oxford
Release Date : 2014-10-16
Methods In Comparative Plant Population Ecology written by David Gibson and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-16 with Science categories.
The field of plant population ecology has advanced considerably in the last decade since the first edition was published. In particular there have been substantial and ongoing advances in statistics and modelling applications in population ecology, as well as an explosion of new techniques reflecting the availability of new technologies (e.g. affordable and accurate Global Positioning Systems) and advances in molecular biology. This new edition has been updated and revised with more recent examples replacing older ones where appropriate. The book's trademark question-driven approach has been maintained and some important topics such as the metapopulation concept which are missing entirely from the current edition are now included throughout the text.
Population Ecology In Practice
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Author : Dennis L. Murray
language : en
Publisher: John Wiley & Sons
Release Date : 2020-02-10
Population Ecology In Practice written by Dennis L. Murray and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-10 with Science categories.
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.
Landscape Genetics
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Author : Niko Balkenhol
language : en
Publisher: John Wiley & Sons
Release Date : 2015-11-09
Landscape Genetics written by Niko Balkenhol and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-09 with Science categories.
LANDSCAPE GENETICS: CONCEPTS, METHODS, APPLICATIONS LANDSCAPE GENETICS: CONCEPTS, METHODS, APPLICATIONS Edited by Niko Balkenhol, Samuel A. Cushman, Andrew T. Storfer, Lisette P. Waits Landscape genetics is an exciting and rapidly growing field, melding methods and theory from landscape ecology and population genetics to address some of the most challenging and urgent ecological and evolutionary topics of our time. Landscape genetic approaches now enable researchers to study in detail how environmental complexity in space and time affect gene flow, genetic drift, and local adaptation. However, learning about the concepts and methods underlying the field remains challenging due to the highly interdisciplinary nature of the field, which relies on topics that have traditionally been treated separately in classes and textbooks. In this edited volume, some of the leading experts in landscape genetics provide the first comprehensive introduction to underlying concepts, commonly used methods, and current and future applications of landscape genetics. Consistent with the interdisciplinary nature of the field, the book includes textbook-like chapters that synthesize fundamental concepts and methods underlying landscape genetics (Part 1), chapters on advanced topics that deserve a more in-depth treatment (Part 2), and chapters illustrating the use of concepts and methods in empirical applications (Part 3). Aimed at beginning landscape geneticists and experienced researchers alike, this book will be helpful for all scientists and practitioners interested in learning, teaching, and applying landscape genetics.