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Multivariate Time Series Analysis in Climate and Environmental Research 1st Edition Zhihua Zhang (Auth.)

Name: Multivariate Time Series Analysis in Climate and Environmental Research 1st Edition Zhihua Zhang (Auth.)
SKU: EB-6790508
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Multivariate Time Series Analysis in Climate and Environmental Research 1st Edition Zhihua Zhang (Auth.) Digital Instant Download

Author(s): Zhihua Zhang (auth.)

ISBN(s): 9783319673394, 9783319673400, 3319673394, 3319673408

Edition: 1

File Details: PDF, 2.92 MB

Year: 2018

Language: English

SKU: EB-6790508 Category: Mathematics Tags: 3319884158, 9783319884158, Climate and Environmental, Multivariate Time, Zhihua Zhang (auth.)

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Product details:

ISBN-10 : 3319884158
ISBN-13 : 9783319884158
Author : Zhihua Zhang

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.

Table of contents:

2 Multivariate Harmonic Analysis

4 Stochastic Representation and Modeling

5 Multivariate Spectral Analysis

6 Climate Modeling

7 Regional Climate Change

9 Paleoclimate Proxies

10 Strategies for Climate Change Mitigation

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