Multivariate Time Series Analysis in Climate and Environmental Research

• Κύριος συγγραφέας: Zhang, Zhihua (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.