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This book examines the use of agent-based modelling (ABM) in population studies, from concepts to applications, best practices to future developments. It features papers written by leading experts in the field that will help readers to better understand the usefulness of ABM for population projections, how ABM can be injected with empirical data to achieve a better match between model and reality, how geographic information can be fruitfully used in ABM, and how ABM results can be reported effectively and correctly. Coverage ranges from detailing the relation between ABM and existing paradigms in population studies to infusing agent-based models with empirical data. The papers show the benefits that ABM offers the field, including enhanced theory formation by better linking the micro level with the macro level, the ability to represent populations more adequately as complex systems, and the possibility to study rare events and the implications of alternative mechanisms in artificial laboratories. In addition, readers will discover guidelines and best practices with detailed examples of how to apply agent-based models in different areas of population research, including human mating behaviour, migration, and socio-structural determinants of health behaviours. Earlier versions of the papers in this book have been presented at the workshop “Recent Developments and Future Directions in Agent-Based Modelling in Population Studies,” which took place at the University of Leuven (KU Leuven), Belgium, in September 2014. The book will contribute to the development of best practices in the field and will provide a solid point of reference for scholars who want to start using agent-based modelling in their own research.
Using Science to Improve the BLM Wild Horse and Burro Program: A Way Forward reviews the science that underpins the Bureau of Land Management's oversight of free-ranging horses and burros on federal public lands in the western United States, concluding that constructive changes could be implemented. The Wild Horse and Burro Program has not used scientifically rigorous methods to estimate the population sizes of horses and burros, to model the effects of management actions on the animals, or to assess the availability and use of forage on rangelands. Evidence suggests that horse populations are growing by 15 to 20 percent each year, a level that is unsustainable for maintaining healthy horse populations as well as healthy ecosystems. Promising fertility-control methods are available to help limit this population growth, however. In addition, science-based methods exist for improving population estimates, predicting the effects of management practices in order to maintain genetically diverse, healthy populations, and estimating the productivity of rangelands. Greater transparency in how science-based methods are used to inform management decisions may help increase public confidence in the Wild Horse and Burro Program.
This book presents and develops the basic methods and models that are used by demographers to study the behaviour of human populations. The procedures are clearly and concisely developed from first principles and extensive applications are presented.
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
The demographic transition and its related effects of population growth, fertility decline and ageing populations are fraught with controversy. When discussed in relation to the global south and the modern project of development, the questions and answers become more problematic. Population and Development offers an expert guide on the demographic transition, from its origins in Enlightenment Europe through to the rest of the world. Tim Dyson examines how, while the phenomenon continues to cause unsustainable population growth with serious economic and environmental implications, its processes have underlain previous periods of sustained economic growth, helped to liberate women from the domestic domain, and contributed greatly to the rise of modern democracy. This accessible yet scholarly analysis will enable any student or expert in development studies to understand complex and vital demographic theory.
Population and Development addresses important issues at the heart of the problems of developing countries. How these countries address the common difficulties of population growth, including mortality and fertility decline, population redistribution including internal migration and urbanization, and also international migration, for both source countries and for destination countries. How and why has population change affected development – both positively and negatively? How and why has development affected population change – both growth and distribution? The book opens with an introduction, preceding the ten substantive chapters, covering some of the broader issues for population studies and development studies and the relationships between them. The first three chapters set out the main concepts and theoretical discussions on how population affects development and also how development affects population. Detailed chapters then cover each of the three main components of population change – fertility, mortality and finally migration. These are followed by chapters on the impacts of age structures, including the potential for a demographic dividend, and of the more qualitative aspects of human resource development through formal education and ICTs, with further chapters on population policies and population futures. The book incorporates illustrative text boxes and case studies on regions in Africa, the Middle East and Asia which elaborate the broader theoretical and conceptual substance of the ten major chapters. Each chapter has ‘Discussion Questions’ and ‘Sources and Further Reading’ sections, and there is an extensive integrated References section. The arguments of the book bring together a large but fairly loosely integrated literature from population studies, development studies and geography in a conceptually coordinated, empirically wide-ranging and challenging discussion. It is targeted at an audience in undergraduate courses in Geography and in Masters courses in Development Studies and Population Studies. The books succinct but erudite structure means it can be used either as a course text book, or as a basic reference on a range of current issues and likely concerns at the interface between Geography, Development Studies and Population Studies.
This book provides an introduction to age-structured population modeling which emphasizes the connection between mathematical theory and underlying biological assumptions. Through the rigorous development of the linear theory and the nonlinear theory alongside numerics, the authors explore classical equations that describe the dynamics of certain ecological systems. Modeling aspects are discussed to show how relevant problems in the fields of demography, ecology and epidemiology can be formulated and treated within the theory. In particular, the book presents extensions of age-structured modeling to the spread of diseases and epidemics while also addressing the issue of regularity of solutions, the asymptotic behavior of solutions, and numerical approximation. With sections on transmission models, non-autonomous models and global dynamics, this book fills a gap in the literature on theoretical population dynamics. The Basic Approach to Age-Structured Population Dynamics will appeal to graduate students and researchers in mathematical biology, epidemiology and demography who are interested in the systematic presentation of relevant models and mathematical methods.
Examines the factors which limit human economic and population growth and outlines the steps necessary for achieving a balance between population and production. Bibliogs
Wide-Ranging Coverage of Parametric Modeling in Linear and Nonlinear Mixed Effects ModelsMixed Effects Models for the Population Approach: Models, Tasks, Methods and Tools presents a rigorous framework for describing, implementing, and using mixed effects models. With these models, readers can perform parameter estimation and modeling across a whol
This book provides a complete treatment of matrix population models and their applications in ecology and demography. It is written for graduate students and researchers in ecology, population biology, conservation biology and human demography.