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

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Book excerpt: 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
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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
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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 ...

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
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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 ...

Manual of Digital Earth

Manual of Digital Earth

Author : Huadong Guo,Michael F. Goodchild,Alessandro Annoni
Publisher : Springer Nature
Genre : Technology & Engineering
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This open access book offers a summary of the development of Digital Earth over the past twenty years. By reviewing the initial vision of Digital Earth, the evolution of that vision, the relevant key technologies, and the role of Digital Earth in helping people respond to global challenges, this publication ...

The History Manifesto

The History Manifesto

Author : Jo Guldi,David Armitage
Publisher : Cambridge University Press
Genre : Political Science
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How should historians speak truth to power – and why does it matter? Why is five hundred years better than five months or five years as a planning horizon? And why is history – especially long-term history – so essential to understanding the multiple pasts which gave rise to our conflicted present? The ...

Big Data and Social Media Analytics

Big Data and Social Media Analytics

Author : Mehmet Çakırtaş,Mehmet Kemal Ozdemir
Publisher : Springer Nature
Genre : Mathematics
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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 ...

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
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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 ...

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
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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 ...

2020 International Conference on Intelligent Engineering and Management  ICIEM

2020 International Conference on Intelligent Engineering and Management ICIEM

Author : IEEE Staff
Publisher : Unknown
Genre : Uncategorized
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Amity University London Campus will be conducting International Conference on Intelligent Engineering and Management We will like to bring together the scholars, scientists and industrialists from all across the world to the wide spectrum of engineering fields to a common platform and achieve the following To present the ongoing researches ...

Thinking Big Data in Geography

Thinking Big Data in Geography

Author : Jim Thatcher,Andrew Shears,Josef Eckert
Publisher : U of Nebraska Press
Genre : Social Science
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Thinking Big Data in Geography offers a practical state-of-the-field overview of big data as both a means and an object of research, with essays from prominent and emerging scholars such as Rob Kitchin, Renee Sieber, and Mark Graham. Part 1 explores how the advent of geoweb technologies and big data sets ...

Spatial Big Data Science

Spatial Big Data Science

Author : Zhe Jiang,Shashi Shekhar
Publisher : Springer
Genre : Computers
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Emerging Spatial Big Data (SBD) has transformative potential in solving many grand societal challenges such as water resource management, food security, disaster response, and transportation. However, significant computational challenges exist in analyzing SBD due to the unique spatial characteristics including spatial autocorrelation, anisotropy, heterogeneity, multiple scales and resolutions which is ...

Information Technology  New Generations

Information Technology New Generations

Author : Shahram Latifi
Publisher : Springer
Genre : Computers
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This book collects articles presented at the 13th International Conference on Information Technology- New Generations, April, 2016, in Las Vegas, NV USA. It includes over 100 chapters on critical areas of IT including Web Technology, Communications, Security, and Data Mining....

Carbon Dioxide Capture and Storage

Carbon Dioxide Capture and Storage

Author : Intergovernmental Panel on Climate Change. Working Group III.
Publisher : Cambridge University Press
Genre : Science
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IPCC Report on sources, capture, transport, and storage of CO2, for researchers, policy-makers and engineers....

Climate Change and Environmental Concerns  Breakthroughs in Research and Practice

Climate Change and Environmental Concerns Breakthroughs in Research and Practice

Author : Management Association, Information Resources
Publisher : IGI Global
Genre : Science
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The existence of the human race has created inevitable effects on our surrounding environment. To prevent further harm to the world’s ecosystems, it becomes imperative to assess mankind’s impact on and create sustainability initiatives to maintain the world’s ecosystems. Climate Change and Environmental Concerns: Breakthroughs in Research ...