Big data mining for climate change
"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"--
Read More ↓Title Statements
- Full title :Big data mining for climate change / Zhihua Zhang, Shandong University, Jinon, China, Jianping Li, Ocean University of China, Qingdao, China.
Summary
"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"--
Read More ↓Edition Statements
- Publication Date:2020
Publication Statements
- Publisher(s):Elsevier
- Place of Publication:Amsterdam, Netherlands
- Language:eng
- Publication Date:2020
The Physical Object
- Description:xii, 332 pages ; : 23 cm
Edition Identifiers
- ISBN:9780128187036, 0128187034
- oclc:on1161994823
- LC Classification:QC874.5
Table of Contents
Big climate data -- Feature extraction of big climate data -- Deep learning for climate patterns -- Climate networks -- Random climate networks and entropy -- Spectra of climate networks -- Monte Carlo simulation of climate systems -- Sparse representation of big climate data -- Big-data-driven carbon emissions reduction -- Big-data-driven low-carbon management -- Big-data-driven Arctic maritime transportation
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