Big Data Mining for Climate Change (Paperback)

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. This book mainly focuses on climate network models, deep learning techniques for climate dynamics, automated feature extraction of climate variability, and sparsification of big climate data. It also includes a revelatory exploration of big-data-driven low-carbon economy and management. Its content provides cutting-edge knowledge for scientists and advanced students studying climate change from various disciplines, including atmospheric, oceanic and environmental sciences; geography, ecology, energy, economics, management, engineering, and public policy.

General

Imprint:	Elsevier Science Publishing Co Inc
Country of origin:	United States
Release date:	November 2019
First published:	2020
Authors:	Zhihua Zhang • Jian-Ping Li
Dimensions:	229 x 152mm (L x W)
Format:	Paperback
Pages:	344
ISBN-13:	978-0-12-818703-6
Categories:	Books > Professional & Technical > Environmental engineering & technology > Environmental monitoring Books > Earth & environment > Earth sciences > Meteorology > General Books > Earth & environment > The environment > Pollution & threats to the environment > Global warming Books > Computing & IT > Applications of computing > Databases > Data mining Promotions
LSN:	0-12-818703-4
Barcode:	9780128187036

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!