Multivariate Time Series Analysis in Climate and Environmental Research

• Main Author: Zhang, Zhihua (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Climate change.; Physical geography.; Oceanography.; Ecology .; Statistics .; Climate Change.; Physical Geography.; Ecology.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This book offers comprehensive information on the theory, models and algorithms involved in state-of-the-art multivariate time series analysis and highlights several of the latest research advances in climate and environmental science. The main topics addressed include Multivariate Time-Frequency An...

Table of Contents:

• Multivariate Harmonic Analysis
• Multivariate Wavelets and Framelits
• Artificial Neural Networks
• Stochastic Modeling and Optimization
• Spectral Analysis
• Global Climate Change
• Regional Climate Change
• Ecosystem and Carbon Cycle
• Paleoclimate
• Strategies for climate change mitigation.