Big Data Mining for Climate Change (paperback)
 
作者: Zhihua Zhang 
分類: Meteorology & climatology ,
Climate change ,
Environmental monitoring ,
Data mining  
書城編號: 1594296


售價: $1500.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Elsevier
出版日期: 2019/11/20
尺寸: 229x152x28mm
重量: 0.46 kg
ISBN: 9780128187036
 
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商品簡介


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.

Zhihua Zhang 作者作品表

Frame Theory in Data Science (2024) (Hardcover)

Environmental Data Analysis (0002) (Hardcover)

eBook: Observer Design for Control and Fault Diagnosis of Boolean Networks (DRM EPUB)

eBook: Observer Design for Control and Fault Diagnosis of Boolean Networks (DRM PDF)

Big Data Mining for Climate Change (paperback)

eBook: Multivariate Time Series Analysis in Climate and Environmental Research (DRM EPUB)

eBook: Multivariate Time Series Analysis in Climate and Environmental Research (DRM PDF)

eBook: Environmental Data Analysis: Methods and Applications (DRM EPUB)

eBook: Environmental Data Analysis: Methods and Applications (DRM PDF)

Mathematical and Physical Fundamentals of Climate Change (Hardcover)

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