
Big Data Mining for Climate Change
Description
Key Features
- Provides a step-by-step guide for applying big data mining tools to climate and environmental research
- Presents a comprehensive review of theory and algorithms of big data mining for climate change
- Includes current research in climate and environmental science as it relates to using big data algorithms
Readership
Table of Contents
1. Big Datasets and Platforms for Climate Change
2. Feature Extraction of Big Climate Data
3. Deep learning for Climate Patterns
4. Climate Networks
5. Random Networks and Climate Entropy
6. Spectra of Climate Networks
7. Simulations of Climate Systems
8. Dimension reduction
9. Big Data Analysis for Carbon Footprint
10. Big Data Driven Low Carbon Management
Product details
- No. of pages: 344
- Language: English
- Copyright: © Elsevier 2019
- Published: November 20, 2019
- Imprint: Elsevier
- eBook ISBN: 9780128187043
- Paperback ISBN: 9780128187036
About the Authors
Zhihua Zhang
Affiliations and Expertise
Jianping Li
Affiliations and Expertise
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