Ecosystem Services
In: Advances in Ecological Research v.54
In: Issn Ser. v.Volume 54
Front Cover -- Ecosystem Services: From Biodiversity to Society, Part 2 -- Copyright -- Contents -- Contributors -- Preface: Ecosystem Services: From Biodiversity to Society, Part 2 -- Acknowledgements -- Chapter One: Learning Ecological Networks from Next-Generation Sequencing Data -- 1. Introduction -- 1.1. Ecological Interactions Are Drivers of Ecosystem Functioning -- 1.2. Ecological Interactions Are Altered by Anthropogenic Activity -- 1.3. Next-Generation Sequencing Can Be Used for Monitoring Ecological Interactions -- 2. Why Learning Ecological Networks from NGS Data? -- 2.1. Limitations of Classical Methods for Resolving Ecological Interactions -- 2.2. Advantages of NGS for Identifying Species and Their Interactions -- 3. Examples of NGS-Based Ecological Networks and Their Applications -- 3.1. Deciphering Pathobiomes Using NGS-Based Microbial Networks for Improving Biological Control -- 3.2. Studying the Hologenome Theory of Evolution Using NGS-Based Microbial Networks -- 3.3. Testing the Niche Partitioning Theory with NGS-Based Trophic Networks -- 3.4. Challenges to Be Addressed to Get Predictive Insights from NGS-Based Networks -- 4. Theoretical Methods for Deciphering Ecological Networks from NGS Data -- 4.1. The Input Data -- 4.2. Inferring Ecological Interactions Using Statistical Models -- 4.2.1. Bayesian Networks and Dynamic Bayesian Networks -- 4.2.2. Gaussian Graphical Models with Sparse Regularization -- 4.3. Learning Ecological Interactions Using Logic-Based Machine-Learning Algorithms -- 4.3.1. Inductive Logic Programming -- 4.3.2. Meta-Interpretive Learning -- 5. Conclusion -- Acknowledgements -- Glossary -- References -- Chapter Two: The Visualisation of Ecological Networks, and Their Use as a Tool for Engagement, Advocacy and Management -- 1. Introduction -- 2. Benefits of a Network Approach in Ecology.