Big Data Mining for Climate Change

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

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  • Author : Zhihua Zhang
  • Publisher : Anonim
  • Pages : 344 pages
  • ISBN : 0128187034
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKBig Data Mining for Climate Change

Big Data Mining for Climate Change

Big Data Mining for Climate Change
  • Author : Zhihua Zhang
  • Publisher : Unknown Publisher
  • Release : 01 December 2019
GET THIS BOOKBig Data Mining for Climate Change

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

Big Data Mining for Climate Change

Big Data Mining for Climate Change
  • Author : Zhihua Zhang,Jianping Li
  • Publisher : Elsevier
  • Release : 20 November 2019
GET THIS BOOKBig Data Mining for Climate Change

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

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 : 24 September 2013
GET THIS BOOKData Mining and Knowledge Discovery for Big Data

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 in complex structural information. In biomedicine for example, modeling complex biological systems requires linking knowledge across many levels of science, from genes to disease. Further, the data characteristics of the

Mathematical and Physical Fundamentals of Climate Change

Mathematical and Physical Fundamentals of Climate Change
  • Author : Zhihua Zhang,John C. Moore
  • Publisher : Elsevier
  • Release : 06 December 2014
GET THIS BOOKMathematical and Physical Fundamentals of Climate Change

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 dynamics, such as fluid dynamics, atmospheric dynamics, oceanic dynamics, and glaciers and sea level rise. Mathematical and Physical Fundamentals of Climate Change provides a solid foundation in math and physics

Big Data, Data Mining, and Machine Learning

Big Data, Data Mining, and Machine Learning
  • Author : Jared Dean
  • Publisher : John Wiley & Sons
  • Release : 07 May 2014
GET THIS BOOKBig Data, Data Mining, and Machine Learning

With big data analytics comes big insights into profitability Big data is big business. But having the data and the computational power to process it isn't nearly enough to produce meaningful results. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners is a complete resource for technology and marketing executives looking to cut through the hype and produce real results that hit the bottom line. Providing an engaging, thorough overview of the current state of

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
  • Release : 01 August 2017
GET THIS BOOKLarge-Scale Machine Learning in the Earth Sciences

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 interested in the opportunities and challenges for the machine learning community in analyzing these data sets to answer questions of urgent societal interest...I hope that this book will inspire

Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops

Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops
  • Author : Ilias Maglogiannis,Lazaros Iliadis,Elias Pimenidis
  • Publisher : Springer Nature
  • Release : 29 May 2020
GET THIS BOOKArtificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops

This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, in Neos Marmaras, Greece, in June 2020: the 9th Mining Humanistic Data Workshop, MHDW 2020, and the 5th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2020.* The 6 full papers and 3 short papers presented at MHDW 2020 were carefully reviewed and selected from 16 submissions; out of the 23 papers submitted to 5G-PINE 2020, 11 were accepted as full

Data Mining and Big Data

Data Mining and Big Data
  • Author : Ying Tan,Hideyuki Takagi,Yuhui Shi
  • Publisher : Springer
  • Release : 18 July 2017
GET THIS BOOKData Mining and Big Data

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; schedule and sequence analysis; big data; data analysis; data mining; text mining; deep learning; high performance computing; knowledge base and its framework; and fuzzy control.

How to Avoid a Climate Disaster

How to Avoid a Climate Disaster
  • Author : Bill Gates
  • Publisher : Knopf Canada
  • Release : 16 February 2021
GET THIS BOOKHow to Avoid a Climate Disaster

In this urgent, singularly authoritative book, Bill Gates sets out a wide-ranging, practical--and accessible--plan for how the world can get to zero greenhouse gas emissions in time to avoid an irreversible climate catastrophe. Bill Gates has spent a decade investigating the causes and effects of climate change. With the help and guidance of experts in the fields of physics, chemistry, biology, engineering, political science and finance, he has focused on exactly what must be done in order to stop the

Canada’s Top Climate Change Risks

Canada’s Top Climate Change Risks
  • Author : The Expert Panel on Climate Change Risks and Adaptation Potential
  • Publisher : Council of Canadian Academies
  • Release : 04 July 2019
GET THIS BOOKCanada’s Top Climate Change Risks

Canada’s Top Climate Change Risks identifies the top risk areas based on the extent and likelihood of the potential damage, and rates the risk areas according to society’s ability to adapt and reduce negative outcomes. These 12 major areas of risk are: agriculture and food, coastal communities, ecosystems, fisheries, forestry, geopolitical dynamics, governance and capacity, human health and wellness, Indigenous ways of life, northern communities, physical infrastructure, and water. The report describes an approach to inform federal risk prioritization

Mathematical and Physical Fundamentals of Climate Change

Mathematical and Physical Fundamentals of Climate Change
  • Author : Zhihua Zhang,John C. Moore
  • Publisher : Elsevier Science Limited
  • Release : 25 November 2014
GET THIS BOOKMathematical and Physical Fundamentals of Climate Change

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 dynamics, such as fluid dynamics, atmospheric dynamics, oceanic dynamics, and glaciers and sea level rise. Mathematical and Physical Fundamentals of Climate Change provides a solid foundation in math and physics

The Uninhabitable Earth

The Uninhabitable Earth
  • Author : David Wallace-Wells
  • Publisher : Tim Duggan Books
  • Release : 17 March 2020
GET THIS BOOKThe Uninhabitable Earth

#1 NEW YORK TIMES BESTSELLER * "The Uninhabitable Earth hits you like a comet, with an overflow of insanely lyrical prose about our pending Armageddon."--Andrew Solomon, author of The Noonday Demon With a new afterword It is worse, much worse, than you think. If your anxiety about global warming is dominated by fears of sea-level rise, you are barely scratching the surface of what terrors are possible--food shortages, refugee emergencies, climate wars and economic devastation. An "epoch-defining book" (The Guardian) and "

Climate Change Science

Climate Change Science
  • Author : National Research Council,Division on Earth and Life Studies,Committee on the Science of Climate Change
  • Publisher : National Academies Press
  • Release : 28 July 2001
GET THIS BOOKClimate Change Science

The warming of the Earth has been the subject of intense debate and concern for many scientists, policy-makers, and citizens for at least the past decade. Climate Change Science: An Analysis of Some Key Questions, a new report by a committee of the National Research Council, characterizes the global warming trend over the last 100 years, and examines what may be in store for the 21st century and the extent to which warming may be attributable to human activity.