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Big Data Mining for Climate Change, Zhang Zhihua, Li Jianping


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Цена: 19875.00р.
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При оформлении заказа до: 2025-08-18
Ориентировочная дата поставки: конец Сентября - начало Октября
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Автор: Zhang Zhihua, Li Jianping
Название:  Big Data Mining for Climate Change
ISBN: 9780128187036
Издательство: Elsevier Science
Классификация:




ISBN-10: 0128187034
Обложка/Формат: Paperback
Страницы: 344
Вес: 0.46 кг.
Дата издания: 04.12.2019
Язык: English
Размер: 229 x 152 x 18
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

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 Nations 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



Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

Автор: Martin Kleppmann
Название: Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
ISBN: 1449373321 ISBN-13(EAN): 9781449373320
Издательство: Wiley
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Цена: 7602.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data.

Urban Climates

Автор: T. R. Oke, G. Mills, A. Christen, J. A. Voogt
Название: Urban Climates
ISBN: 1107429536 ISBN-13(EAN): 9781107429536
Издательство: Cambridge Academ
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Цена: 10613.00 р.
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Описание: The first full synthesis of modern scientific and applied research on urban climates, this book shows how we can moderate the undesirable consequences of urban development and help create more sustainable cities. It is an ideal resource for students and researchers in climatology, urban hydrology, air quality, environmental engineering and urban design.

Climate change impacts on high-altitude ecosystems

Автор: Munir A Ozturk
Название: Climate change impacts on high-altitude ecosystems
ISBN: 3319128582 ISBN-13(EAN): 9783319128580
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This book covers studies on the systematics of plant taxa and will include general vegetational aspects and ecological characteristics of plant life at altitudes above 1000 m. from different parts of the world. This volume also addresses how upcoming climate change scenarios will impact high altitude plant life. It presents case studies from the most important mountainous areas like the Himalayas, Caucasus and South America covering the countries like Malaysia, Sri Lanka, India, Nepal, Pakistan, Kirghizia, Georgia, Russia,Turkey, Indonesia, Malaysia and the Americas. The book will serve as an invaluable resource source undergraduates, graduate students, and researchers.

Macroeconomics of Climate Change in a Dualistic Economy

Автор: Acar, Sevil
Название: Macroeconomics of Climate Change in a Dualistic Economy
ISBN: 0128135190 ISBN-13(EAN): 9780128135198
Издательство: Elsevier Science
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Цена: 13304.00 р.
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Описание:

Macroeconomics of Climate Change in a Dualistic Economy: A Regional General Equilibrium Analysis generates significant, genuinely novel insights about dual economies and sustainable economic growth. These insights are generalize-able and applicable worldwide. The authors overcome existing limitations in general equilibrium modeling. By concentrating on tensions between green growth and dualism, they consider the global efforts against climate change and opposition by specific countries based on economic development needs. Using Turkey as their primary example, they address these two most discussed and difficult issues related to policy setting, blazing a path for those seeking an applied economic research framework to study such economic considerations.

  • Couples a CGE climate change mitigation policy analysis with a dual economy approach
  • Presents methods to model and assess policy instruments for mitigating climate change
  • Provides data sets and models on a freely-accessible companion website
  • Offers a path for those seeking an applied economic research framework to study economic considerations
Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.

Автор: Witten, Ian H.
Название: Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.
ISBN: 0128042915 ISBN-13(EAN): 9780128042915
Издательство: Elsevier Science
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Цена: 9262.00 р.
Наличие на складе: Нет в наличии.

Описание:

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.

Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.

Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.

It contains

  • Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
  • Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
  • Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.

  • Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
  • Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
  • Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
  • Includes open-access online courses that introduce practical applications of the material in the book
Building Resilience: A Green Growth Framework for Mobilizing Mining Investment

Автор: Sri Sekar, Kyle Lundin, Christopher Tucker, Joe Fi
Название: Building Resilience: A Green Growth Framework for Mobilizing Mining Investment
ISBN: 1464814260 ISBN-13(EAN): 9781464814266
Издательство: Mare Nostrum (Eurospan)
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Цена: 4389.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The report proposes a framework to integrate climate change and local economic opportunity activities in natural resource-rich, developing countries.

Atmospheric and Oceanic Fluid Dynamics

Автор: Geoffrey K. Vallis
Название: Atmospheric and Oceanic Fluid Dynamics
ISBN: 110706550X ISBN-13(EAN): 9781107065505
Издательство: Cambridge Academ
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Цена: 15523.00 р.
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Описание: This book provides a unified and comprehensive treatment of the atmosphere and ocean that blends classical results with modern interpretations. As well as updating existing chapters, this full-color second edition includes new chapters on tropical dynamics, El Nino, the stratosphere and gravity waves, for advanced students and researchers.

Machine Learning and Data Mining Approaches to Climate Science

Автор: Valliappa Lakshmanan; Eric Gilleland; Amy McGovern
Название: Machine Learning and Data Mining Approaches to Climate Science
ISBN: 3319172190 ISBN-13(EAN): 9783319172194
Издательство: Springer
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Цена: 26122.00 р.
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Описание: This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed.

Data Mining for Dummies

Автор: Brown Meta S.
Название: Data Mining for Dummies
ISBN: 1118893174 ISBN-13(EAN): 9781118893173
Издательство: Wiley
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Цена: 5067.00 р.
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Описание: Delve into your data for the key to success Data mining is quickly becoming integral to creating value and business momentum.

Data Mining: The Textbook

Автор: С.Aggarwal
Название: Data Mining: The Textbook
ISBN: 3319141414 ISBN-13(EAN): 9783319141411
Издательство: Springer
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Цена: 9781.00 р.
Наличие на складе: Нет в наличии.

Описание: This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues.

Atmospheric Chemistry and Physics: From Air Pollution to Climate Change

Автор: John H. Seinfeld, Spyros N. Pandis
Название: Atmospheric Chemistry and Physics: From Air Pollution to Climate Change
ISBN: 1118947401 ISBN-13(EAN): 9781118947401
Издательство: Wiley
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Цена: 20109.00 р.
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Описание:

Expanded and updated with new findings and new features

  • New chapter on Global Climate providing a self-contained treatment of climate forcing, feedbacks, and climate sensitivity
  • New chapter on Atmospheric Organic Aerosols and new treatment of the statistical method of Positive Matrix Factorization
  • Updated treatments of physical meteorology, atmospheric nucleation, aerosol-cloud relationships, chemistry of biogenic hydrocarbons
  • Each topic developed from the fundamental science to the point of application to real-world problems
  • New problems at an introductory level to aid in classroom teaching
Environmental Crises in Central Asia : From Steppes to Seas, from Deserts to Glaciers

Автор: Freedman, Eric Neuzil, Mark
Название: Environmental Crises in Central Asia : From Steppes to Seas, from Deserts to Glaciers
ISBN: 1138824844 ISBN-13(EAN): 9781138824843
Издательство: Taylor&Francis
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Цена: 22968.00 р.
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Описание:

Environmental conditions do not exist in a vacuum. They are influenced by science, politics, history, public policy, culture, economics, public attitudes, and competing priorities, as well as past human decisions. In the case of Central Asia, such Soviet-era decisions include irrigation systems and physical infrastructure that are now crumbling, mine tailings that leach pollutants into soil and groundwater, and abandoned factories that are physically decrepit and contaminated with toxic chemicals.

Environmental Crises in Central Asia highlights major environmental challenges confronting the region's former Soviet republics: Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan, and Uzbekistan. They include threats to the Caspian and Aral seas, the impact of climate change on glaciers, desertification, deforestation, destruction of habitat and biodiversity, radioactive and hazardous wastes, water quality and supply, energy exploration and development, pesticides and food security, and environmental health. The ramifications of these challenges cross national borders and may affect economic, political, and cultural relationships on a vast geographic scale. At the same time, the region's five governments have demonstrated little resolve to address these complex challenges.

This book is a valuable multi-disciplinary resource for academics, scholars, and policymakers in environmental sciences, geography, political science, natural resources, mass communications, public health, and economics.


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