Ecological Modeling: An Introduction to the Art and Science of Modeling Ecological Systems

Combining a careful balance of quantitative and qualitative techniques, ecological modeling can provide incredibly insightful results when handled correctly. However, the rapidly expanding access to user-friendly software supporting quantitative aspects of ecological modeling is being accompanied by increased misuse of these tools. Ecological Modeling: An Introduction to the Art and Science of Modeling Ecological Systems is both a conceptually rigorous and easy-to-read guide outlining the key qualitative skills needed to evaluate and use ecological models appropriately. Illustrated throughout with practical examples, the book discusses ecological modeling as both an art and a science, balancing the qualitative (artistic) side, with its foundations in common sense and modeling practice, against the quantitative (scientific) aspects of the modeling process, with its foundations in systems theory. Quantitative modeling techniques are often prioritized for learners, but the most demanding intellectual activity associated with the modeling process is often the development of the conceptual model - an art which must be learned through practice. Ecological Modeling draws on the authors' extensive experience in both teaching and using these techniques to provide readers with a practical, user-friendly guide, supporting and encouraging appropriate, effective use of these tools. Provides readers with a commonsense understanding of the systems perspective and its foundations in general system theoryHighlights the importance of a solid understanding of the qualitative aspects of the modeling processFacilitates the ability to evaluate and use ecological models appropriatelySupports learning with a variety of simple examples to instill the desire and confidence to embark upon the modeling experience INDICE: Part 1. The Systems Perspective 1. A Commonsense View of the World 2. General Systems Theory 3. Basics of System Structure and Behavior Part 2. The Modeling Process 4. Overview of Procedures 5. Conceptual Model Formulation 6. Quantitative Model Specification 7. Model Evaluation 8. Model Application 9. Practical Considerations Part 3. Philosophical Reflections 10. Embracing Uncertainty 11. Use of Black Box Models 12. Modeling Ethics Appendices 1. A Brief History of Ecological Modeling 2. Examples of Modeling, Selected Ecological Processes, and Natural Resource Management Situations 3. Types of Mathematical Modeling Formats and Modeling Software 4. Suggestions for Documenting Model Development and Communicating Model Results 5. Common Modeling Pitfalls

• ISBN: 978-0-444-64163-2
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 250
• Fecha Publicación: 01/06/2019
• Nº Volúmenes: 1
• Idioma: Inglés