Big Data Mining for Climate Change
  • Author : Zhihua Zhang
  • Release Date : 01 December 2019
  • Publisher : Unknown
  • Genre : Uncategorized
  • Pages : 344
  • ISBN 13 : 9780128187036

Big Data Mining for Climate Change Book Summary

Big Data Mining for Climate Change addresses how to manage the vast amount of information available for analysis. Climate change and its environmental, economic and social consequences are widely recognized as the biggest, most interconnected problem facing humanity. There is a huge amount of potential information currently available...and it is growing exponentially. This book walks through the latest research and how to navigate the resources available using big data applications. It is appropriate for scientists and advanced students studying climate change from a number of disciplines, including the atmospheric sciences, oceanic sciences, geography, environment sciences, ecology, energy, economics, engineering and public policy. 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

Big Data Mining for Climate Change

Big Data Mining for Climate Change

Author : Zhihua Zhang
Publisher : Unknown
Genre : Uncategorized
Total View : 9400 Views
File Size : 40,6 Mb
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Big Data Mining for Climate Change addresses how to manage the vast amount of information available for analysis. Climate change and its environmental, economic and social consequences are widely recognized as the biggest, most interconnected problem facing humanity. There is a huge amount of potential information currently available...and it ...

Big Data Mining for Climate Change

Big Data Mining for Climate Change

Author : Zhihua Zhang,Jianping Li
Publisher : Elsevier
Genre : Computers
Total View : 2872 Views
File Size : 40,8 Mb
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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 ...

Environmental Studies and Climate Change

Environmental Studies and Climate Change

Author : R C Sobti,Sandeep K. Malhotra,Kamal Jaiswal,Sanjeev Puri
Publisher : CRC Press
Genre : Nature
Total View : 3683 Views
File Size : 52,5 Mb
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Currently, anthropogenic activities have caused unprecedented destruction of the environment at alarming rates, leading to undesirable alterations in air, land, and water. The process of environment degradation has been accelerated by industrial processes, which result in waste as well as over-consumption of natural resources. The ecological balance has been disturbed, ...

Large Scale Machine Learning in the Earth Sciences

Large Scale Machine Learning in the Earth Sciences

Author : Ashok N. Srivastava,Ramakrishna Nemani,Karsten Steinhaeuser
Publisher : CRC Press
Genre : Computers
Total View : 1410 Views
File Size : 55,7 Mb
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From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an outstanding resource for anyone ...

Big Data and Social Media Analytics

Big Data and Social Media Analytics

Author : Mehmet Çakırtaş,Mehmet Kemal Ozdemir
Publisher : Springer Nature
Genre : Mathematics
Total View : 1110 Views
File Size : 49,7 Mb
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This edited book provides techniques which address various aspects of big data collection and analysis from social media platforms and beyond. It covers efficient compression of large networks, link prediction in hashtag graphs, visual exploration of social media data, identifying motifs in multivariate data, social media surveillance to enhance search ...

Big Data Analytics

Big Data Analytics

Author : Anonim
Publisher : Elsevier
Genre : Mathematics
Total View : 8345 Views
File Size : 40,6 Mb
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While the term Big Data is open to varying interpretation, it is quite clear that the Volume, Velocity, and Variety (3Vs) of data have impacted every aspect of computational science and its applications. The volume of data is increasing at a phenomenal rate and a majority of it is unstructured. ...

Data Mining and Knowledge Discovery for Big Data

Data Mining and Knowledge Discovery for Big Data

Author : Wesley W. Chu
Publisher : Springer Science & Business Media
Genre : Technology & Engineering
Total View : 4251 Views
File Size : 55,6 Mb
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The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns ...

Handbook On Big Data And Machine Learning In The Physical Sciences  In 2 Volumes

Handbook On Big Data And Machine Learning In The Physical Sciences In 2 Volumes

Author : Anonim
Publisher : World Scientific
Genre : Computers
Total View : 326 Views
File Size : 50,6 Mb
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This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several ...