Big data mining for climate change

by Zhang, Zhihua

Type Book

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Title Statements

Full title :Big data mining for climate change / Zhihua Zhang,..., Jianping Li,....

Summary

"Climate change mechanisms, impacts, risks, mitigation, adaption, and governance are widely recognized as the biggest, most interconnected problem facing humanity. Big Data Mining for Climate Change addresses one of the fundamental issues facing scientists of climate or the environment: how to manage the vast amount of information available and analyse it. The resulting integrated and interdisciplinary big data mining approaches are emerging, partially with the help of the United Nation's big data climate challenge, some of which are recommended widely as new approaches for climate change research. Big Data Mining for Climate Change delivers a rich understanding of climate-related big data techniques and highlights how to navigate huge amount of climate data and resources available using big data applications. It guides future directions and will boom big-data-driven researches on modeling, diagnosing and predicting climate change and mitigating related impacts." 4e de couverture.

Edition Statements

Publication Date:copyright 2020

Publication Statements

Publisher(s):Elsevier
Place of Publication:Amsterdam
Language:eng
Publication Date:copyright 2020

The Physical Object

Description:1 vol. (XII-332 p.) : : ill. ; : 23 cm.

Edition Identifiers

ISBN:9780128187036, 0128187034
oclc:on1176148841
LC Classification:QC874.5

Subjects

Climat -- Changements Climatologie -- Méthodes statistiques Climatology -- Statistical methods Data Mining Données massives Exploration de données (Informatique)