Networks in Climate
Over the last two decades the complex network paradigm has proven to be a fruitful tool for the investigation of complex systems in many areas of science; for example, the Internet, neural networks and social networks. This book provides an overview of applications of network theory to climate variability, such as the El Niño/Southern Oscillation and the Indian Monsoon, presenting recent important results obtained with these techniques and showing their potential for further development and research. The book is aimed at researchers and graduate students in climate science. A basic background in physics and mathematics is required. Several of the methodologies presented here will also be valuable to a broader audience of those interested in network science, for example, from biomedicine, ecology and economics.
- The first book to introduce the new promising analysis methods of network science to understand climate variability
- Covers a range of problems in climate science, including diagnostics of variability, tipping behavior and prediction, providing a broad overview of how network science can contribute to advancing climate research
- The authors are leading experts in this field
Product details
February 2019Hardback
9781107111233
282 pages
253 × 178 × 18 mm
0.75kg
114 b/w illus. 50 colour illus.
Available
Table of Contents
- Preface
- Acknowledgments
- 1. The climate system
- 2. Climate variability
- 3. Climate data analysis
- 4. Climate networks: construction methods and analysis
- 5. Computational tools for network analysis
- 6. Applications to atmospheric variability
- 7. Applications to oceanic variability
- 8. Climate tipping behaviour
- 9. Network-based prediction
- References
- Index.