Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed. Finally, the book offers insight into the emerging science which combines data and expertise from both fields in studying the effect of cosmos on the earth and its inhabitants.

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  • Author : Petr Skoda
  • Publisher : Anonim
  • Pages : 400 pages
  • ISBN : 0128191546
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKKnowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation
  • Author : Petr Skoda,Fathalrahman Adam
  • Publisher : Unknown Publisher
  • Release : 01 March 2020
GET THIS BOOKKnowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation
  • Author : Petr Skoda,Fathalrahman Adam
  • Publisher : Elsevier
  • Release : 10 April 2020
GET THIS BOOKKnowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data

Advances and Trends in Artificial Intelligence. From Theory to Practice

Advances and Trends in Artificial Intelligence. From Theory to Practice
  • Author : Hamido Fujita,Ali Selamat,Jerry Chun-Wei Lin,Moonis Ali
  • Publisher : Springer Nature
  • Release : 24 May 2022
GET THIS BOOKAdvances and Trends in Artificial Intelligence. From Theory to Practice

This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021. The 87 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The IEA/AIE 2021 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include the following: Part

Handbook of Research on Emerging Trends and Technologies in Librarianship

Handbook of Research on Emerging Trends and Technologies in Librarianship
  • Author : Ekoja, Innocent Isa,Ogbomo, Esoswo Francisca,Okuonghae, Omorodion
  • Publisher : IGI Global
  • Release : 07 January 2022
GET THIS BOOKHandbook of Research on Emerging Trends and Technologies in Librarianship

A fundamental dynamism of the library is its continuous adoption of trending technologies and innovations for enhanced service delivery. To meet the needs of library users in the Fourth Industrial Revolution, an era characterized by digital revolution, knowledge economy, globalization, and information explosion, libraries have embraced innovations and novel technologies such as artificial intelligence, blockchain, social mediation tools, and the internet of things (IoT). The Handbook of Research on Emerging Trends and Technologies in Librarianship documents current research findings and

Blue-Green Infrastructure Across Asian Countries

Blue-Green Infrastructure Across Asian Countries
  • Author : Shalini Dhyani,Mrittika Basu,Harini Santhanam,Rajarshi Dasgupta
  • Publisher : Springer Nature
  • Release : 24 March 2022
GET THIS BOOKBlue-Green Infrastructure Across Asian Countries

This edited book discusses Blue-Green Infrastructure (BGI) from conception to implementation in building resilience and urban sustainability. The book emphasizes on infrastructures, institutions, and perceptions as three main pillars of implementing and managing successful BGI, with a special focus on Asia. The book highlights concepts as well as field-based experiences from different parts of Asia by experts, with a special focus on advances and opportunities in advancing BGI, challenges and constraints, followed by case studies on BGI mainstreaming. It addresses

Computer Vision – ECCV 2020

Computer Vision – ECCV 2020
  • Author : Andrea Vedaldi,Horst Bischof,Thomas Brox,Jan-Michael Frahm
  • Publisher : Springer Nature
  • Release : 12 November 2020
GET THIS BOOKComputer Vision – ECCV 2020

The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification;

Pattern Recognition

Pattern Recognition
  • Author : Christian Bauckhage,Juergen Gall,Alexander Schwing
  • Publisher : Springer Nature
  • Release : 13 January 2022
GET THIS BOOKPattern Recognition

This book constitutes the refereed proceedings of the 43rd DAGM German Conference on Pattern Recognition, DAGM GCPR 2021, which was held during September 28 – October 1, 2021. The conference was planned to take place in Bonn, Germany, but changed to a virtual event due to the COVID-19 pandemic. The 46 papers presented in this volume were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: machine learning and optimization; actions, events, and segmentation; generative models and multimodal data; labeling and

Big Data in Astronomy

Big Data in Astronomy
  • Author : Linghe Kong,Tian Huang,Yongxin Zhu,Shenghua Yu
  • Publisher : Elsevier
  • Release : 13 June 2020
GET THIS BOOKBig Data in Astronomy

Big Data in Radio Astronomy: Scientific Data Processing for Advanced Radio Telescopes provides the latest research developments in big data methods and techniques for radio astronomy. Providing examples from such projects as the Square Kilometer Array (SKA), the world’s largest radio telescope that generates over an Exabyte of data every day, the book offers solutions for coping with the challenges and opportunities presented by the exponential growth of astronomical data. Presenting state-of-the-art results and research, this book is a

Earth Observation Open Science and Innovation

Earth Observation Open Science and Innovation
  • Author : Christoph Aubrecht,Pierre-Philippe Mathieu
  • Publisher : Unknown Publisher
  • Release : 08 October 2020
GET THIS BOOKEarth Observation Open Science and Innovation

Over the past decades, rapid developments in digital and sensing technologies, such as the Cloud, Web and Internet of Things, have dramatically changed the way we live and work. The digital transformation is revolutionizing our ability to monitor our planet and transforming the way we access, process and exploit Earth Observation data from satellites.This book reviews these megatrends and their implications for the Earth Observation community as well as the wider data economy. It provides insight into new paradigms

The Data Industry

The Data Industry
  • Author : Chunlei Tang
  • Publisher : John Wiley & Sons
  • Release : 13 June 2016
GET THIS BOOKThe Data Industry

Provides an introduction of the data industry to the field of economics This book bridges the gap between economics and data science to help data scientists understand the economics of big data, and enable economists to analyze the data industry. It begins by explaining data resources and introduces the data asset. This book defines a data industry chain, enumerates data enterprises’ business models versus operating models, and proposes a mode of industrial development for the data industry. The author describes

The Future of Scientific Knowledge Discovery in Open Networked Environments

The Future of Scientific Knowledge Discovery in Open Networked Environments
  • Author : National Research Council,Policy and Global Affairs,Board on Research Data and Information
  • Publisher : National Academies Press
  • Release : 13 December 2012
GET THIS BOOKThe Future of Scientific Knowledge Discovery in Open Networked Environments

Digital technologies and networks are now part of everyday work in the sciences, and have enhanced access to and use of scientific data, information, and literature significantly. They offer the promise of accelerating the discovery and communication of knowledge, both within the scientific community and in the broader society, as scientific data and information are made openly available online. The focus of this project was on computer-mediated or computational scientific knowledge discovery, taken broadly as any research processes enabled by

Earth Observation Data Cubes

Earth Observation Data Cubes
  • Author : Gregory Giuliani,Gilberto Camara,Brian Killough,Stuart Minchin
  • Publisher : MDPI
  • Release : 16 March 2020
GET THIS BOOKEarth Observation Data Cubes

Satellite Earth observation (EO) data have already exceeded the petabyte scale and are increasingly freely and openly available from different data providers. This poses a number of issues in terms of volume (e.g., data volumes have increased 10× in the last 5 years); velocity (e.g., Sentinel-2 is capturing a new image of any given place every 5 days); and variety (e.g., different types of sensors, spatial/spectral resolutions). Traditional approaches to the acquisition, management, distribution, and analysis of EO data

Big Data

Big Data
  • Author : Kuan-Ching Li,Hai Jiang,Laurence T. Yang,Alfredo Cuzzocrea
  • Publisher : CRC Press
  • Release : 23 February 2015
GET THIS BOOKBig Data

As today's organizations are capturing exponentially larger amounts of data than ever, now is the time for organizations to rethink how they digest that data. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the newly acquired knowledge to achieve competitive advantages.Pre

Assessment of Options for Extending the Life of the Hubble Space Telescope

Assessment of Options for Extending the Life of the Hubble Space Telescope
  • Author : National Research Council,Division on Engineering and Physical Sciences,Aeronautics and Space Engineering Board,Space Studies Board,Committee on the Assessment of Options for Extending the Life of the Hubble Space Telescope
  • Publisher : National Academies Press
  • Release : 28 February 2005
GET THIS BOOKAssessment of Options for Extending the Life of the Hubble Space Telescope

The Hubble Space Telescope (HST) has operated continuously since 1990. During that time, four space shuttle-based service missions were launched, three of which added major observational capabilities. A fifth â€" SM-4 â€" was intended to replace key telescope systems and install two new instruments. The loss of the space shuttle Columbia, however, resulted in a decision by NASA not to pursue the SM-4 mission leading to a likely end of Hubble's useful life in 2007-2008. This situation resulted in an unprecedented outcry from

A Companion to Astronomy and Astrophysics

A Companion to Astronomy and Astrophysics
  • Author : Kenneth R. Lang
  • Publisher : Springer Science & Business Media
  • Release : 15 January 2007
GET THIS BOOKA Companion to Astronomy and Astrophysics

Astronomy and Astrophysics is a comprehensive, fundamental, and up-to-date reference book. It is filled with vital information and basic facts for amateur astronomers and professional astrophysicists, and for anyone interested in the Universe, from the Earth and other planets to the stars, galaxies and beyond. An exceptionally thorough Index cross-references concepts, discoveries and individuals in both the Timeline section and Dictionary section. The combined result is a unique stand-alone reference volume in which the reader can quickly locate information, while