Princeton University Press
Models in Ecosystem Science
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Edited by:
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About this book
Quantitative models are crucial to almost every area of ecosystem science. They provide a logical structure that guides and informs empirical observations of ecosystem processes. They play a particularly crucial role in synthesizing and integrating our understanding of the immense diversity of ecosystem structure and function. Increasingly, models are being called on to predict the effects of human actions on natural ecosystems. Despite the widespread use of models, there exists intense debate within the field over a wide range of practical and philosophical issues pertaining to quantitative modeling. This book--which grew out of a gathering of leading experts at the ninth Cary Conference--explores those issues.
The book opens with an overview of the status and role of modeling in ecosystem science, including perspectives on the long-running debate over the appropriate level of complexity in models. This is followed by eight chapters that address the critical issue of evaluating ecosystem models, including methods of addressing uncertainty. Next come several case studies of the role of models in environmental policy and management. A section on the future of modeling in ecosystem science focuses on increasing the use of modeling in undergraduate education and the modeling skills of professionals within the field. The benefits and limitations of predictive (versus observational) models are also considered in detail. Written by stellar contributors, this book grants access to the state of the art and science of ecosystem modeling.
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Frontmatter
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Contents
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Acknowledgments
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Contributors and Participants
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1 Models in Ecosystem Science
1 - Part 1 The Status and Role of Modeling in Ecosystem Science
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2 The Role of Quantitative Models in Science
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3 The Status of Dynamic Quantitative Modeling in Ecolo
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4 The Utility of Simple Models in Ecosystem Science
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5 In Praise of Mechanistically Rich Models
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6 Modeling for Synthesis and Integration: Forests, People, and Riparian Coarse Woody Debris
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7 The Role of Models in Prediction for Decision
111 - Part II Evaluating Ecosystem Models
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8 Propagation and Analysis of Uncertainty in Ecosystem Models
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9 Bayesian Approaches in Ecological Analysis and Modeling
168 -
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10 Model Validation and Testing: Past Lessons, Present Concerns, Future Prospects
184 -
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11 Standards of Practice for Review and Publication of Models: Summary of Discussion
204 -
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12 The Collision of Hypotheses: What Can Be Learned from Comparisons of Ecosystem Models?
211 -
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13 Evaluating and Testing Models of Terrestrial Biogeochemistry: The Role of Temperature in Controlling Decomposition
225 -
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14 Representing Biogeochemical Diversity and Size Spectra in Ecosystem Models of the Ocean Carbon Cycle
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15 The Mass Balances of Nutrients in Ecosystem Theory and Experiments: Implications for the Coexistence of Species
272 - Part III The Role of Models in Environmental Policy and Management
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16 The Role of Models in Ecosystem Management
297 -
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17 The Role of Models in Addressing Critical N Loading to Ecosystems
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18 The Role of Models in Addressing Coastal Eutrophication
327 -
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19 Quantitative Models in Ecological Toxicology: Application in Ecological Risk Assessment
344 -
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20 Effects of Plant Invaders on Nutrient Cycling: Using Models to Explore the Link between Invasion and Development of Species Effects
363 -
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21 Predicting the Ecosystem Effects of Climate Change
385 - Part IV The Future of Modeling in Ecosystem Science
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22 The Role of Modeling in Undergraduate Education
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23 Increasing Modeling Savvy: Strategies to Advance Quantitative Modeling Skills for Professionals within Ecology
428 -
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24 The Limits to Models in Ecology
437 - Part V Concluding Comments
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25 The Need for Fast-and-Frugal Models
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26 On the Benefits and Limitations of Prediction
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27 A Community-Wide Investment in Modeling
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Index
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