Big Data Mining for Climate Change

Written By Zhihua Zhang
Big Data Mining for Climate Change
  • Publsiher : Elsevier
  • Release : 20 November 2019
  • ISBN : 0128187042
  • Pages : 344 pages
  • Rating : /5 from reviews
GET THIS BOOKBig Data Mining for Climate Change


Download or read book entitled Big Data Mining for Climate Change by author: Zhihua Zhang which was release on 20 November 2019 and published by Elsevier with total page 344 pages . This book available in PDF, EPUB and Kindle Format. 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. 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,Jianping Li
  • Publisher : Elsevier
  • Release Date : 2019-11-20
  • Total pages : 344
  • ISBN : 0128187042
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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 ...

Mathematical and Physical Fundamentals of Climate Change

Mathematical and Physical Fundamentals of Climate Change
  • Author : Zhihua Zhang,John C. Moore
  • Publisher : Elsevier
  • Release Date : 2014-12-06
  • Total pages : 494
  • ISBN : 0128187042
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Summary : Mathematical and Physical Fundamentals of Climate Change is the first book to provide an overview of the math and physics necessary for scientists to understand and apply atmospheric and oceanic models to climate research. The book begins with basic mathematics then leads on to specific applications in atmospheric and ocean ...

Data Mining and Big Data

Data Mining and Big Data
  • Author : Ying Tan,Hideyuki Takagi,Yuhui Shi
  • Publisher : Springer
  • Release Date : 2017-07-18
  • Total pages : 546
  • ISBN : 0128187042
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Summary : This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017. The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; ...

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
  • Release Date : 2013-09-24
  • Total pages : 311
  • ISBN : 0128187042
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Summary : 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 ...

Hierarchical Aggregation of Multidimensional Data for Efficient Data Mining

Hierarchical Aggregation of Multidimensional Data for Efficient Data Mining
  • Author : Safaa Khalil Alwajidi
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 114
  • ISBN : 0128187042
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Summary : Big data analysis is essential for many smart applications in areas such as connected healthcare, intelligent transportation, human activity recognition, environment, and climate change monitoring. Traditional data mining algorithms do not scale well to big data due to the enormous number of data points and the velocity of their generation. ...

Big Data and Social Media Analytics

Big Data and Social Media Analytics
  • Author : Mehmet Çakırtaş
  • Publisher : Springer Nature
  • Release Date : 2021-07-28
  • Total pages : 212
  • ISBN : 0128187042
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Summary : Read online Big Data and Social Media Analytics written by Mehmet Çakırtaş, published by Springer Nature which was released on . Download full Big Data and Social Media Analytics Books now! Available in PDF, ePub and Kindle....

Big Data Analytics

Big Data Analytics
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2015-08-04
  • Total pages : 390
  • ISBN : 0128187042
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Summary : 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. ...

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
  • Release Date : 2020-03-10
  • Total pages : 1000
  • ISBN : 0128187042
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Summary : 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 ...

Information Technology New Generations

Information Technology  New Generations
  • Author : Shahram Latifi
  • Publisher : Springer
  • Release Date : 2016-03-28
  • Total pages : 1306
  • ISBN : 0128187042
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Summary : 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....

Big Data Mining and Complexity

Big Data Mining and Complexity
  • Author : Brian C. Castellani,Rajeev Rajaram
  • Publisher : SAGE
  • Release Date : 2022-03-26
  • Total pages : 180
  • ISBN : 0128187042
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Summary : This book offers a much needed critical introduction to data mining and ‘big data’. Supported by multiple case studies and examples, the authors provide everything needed to explore, evaluate and review big data concepts and techniques....

Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018

Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018
  • Author : ConferenceSeries
  • Publisher : ConferenceSeries
  • Release Date : 2021-07-28
  • Total pages : 89
  • ISBN : 0128187042
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Summary : June 20-22, 2018 Rome, Italy Key Topics : Data Mining Applications in Science, Engineering, Healthcare and Medicine, Big Data in Nursing Research, Data Mining and Machine Learning, Big Data Analytics, Optimization and Big Data, Big data technologies, Big Data algorithm, Big Data Applications, Forecasting from Big Data, Data Mining Methods and Algorithms, ...

Thinking Big Data in Geography

Thinking Big Data in Geography
  • Author : Jim Thatcher,Andrew Shears,Josef Eckert
  • Publisher : U of Nebraska Press
  • Release Date : 2018-04
  • Total pages : 324
  • ISBN : 0128187042
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Summary : 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 ...

Data Mining in Large Sets of Complex Data

Data Mining in Large Sets of Complex Data
  • Author : Robson Leonardo Ferreira Cordeiro,Christos Faloutsos,Caetano Traina Júnior
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-01-11
  • Total pages : 116
  • ISBN : 0128187042
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Summary : The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Data is nowadays a central challenge in Computer Science, especially for complex data. For example, given a satellite image database containing tens of Terabytes, how can we ...

Renewing Local Planning to Face Climate Change in the Tropics

Renewing Local Planning to Face Climate Change in the Tropics
  • Author : Maurizio Tiepolo,Alessandro Pezzoli,Vieri Tarchiani
  • Publisher : Springer
  • Release Date : 2017-07-05
  • Total pages : 372
  • ISBN : 0128187042
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Summary : This book is open access under a CC BY 4.0 license. This book aims to inspire decision makers and practitioners to change their approach to climate planning in the tropics through the application of modern technologies for characterizing local climate and tracking vulnerability and risk, and using decision-making tools. Drawing on 16 ...

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
  • Release Date : 2018-04-06
  • Total pages : 694
  • ISBN : 0128187042
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Summary : 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 ...