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Multivariate Time Series Analysis in Climate and Environmental Research

von Zhihua Zhang
Hardcover - 9783319673394
123,04 €
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Softcover - 9783319884158
123,04 €

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Weitere Formate

Softcover - 9783319884158
123,04 €

Beschreibung

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 Analysis, Artificial Neural Networks, Stochastic Modeling and Optimization, Spectral Analysis, Global Climate Change, Regional Climate Change, Ecosystem and Carbon Cycle, Paleoclimate, and Strategies for Climate Change Mitigation.

The self-contained guide will be of great value to researchers and advanced students from a wide range of disciplines: those from Meteorology, Climatology, Oceanography, the Earth Sciences and Environmental Science will be introduced to various advanced tools for analyzing multivariate data, greatly facilitating their research, while those from Applied Mathematics, Statistics, Physics, and the Computer Sciences will learn how to use these multivariate time series analysis tools to approach climate and environmental topics.  

Details

Verlag Springer International Publishing
Ersterscheinung November 2017
Maße 23.5 cm x 15.5 cm
Gewicht 617 Gramm
Format Hardcover
ISBN-13 9783319673394
Auflage 1st ed. 2018
Seiten 287