Information and Communication Technologies for Agriculture—Theme II: Data: 183 - Brossura
- EditoreSpringer
- Data di pubblicazione2023
- ISBN 10 3030841502
- ISBN 13 9783030841508
- RilegaturaCopertina flessibile
- Numero edizione1
- Numero di pagine304
- RedattoreBochtis Dionysis D., Moshou Dimitrios E., Vasileiadis Giorgos, Balafoutis Athanasios, Pardalos Panos M.
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Information and Communication Technologies for AgricultureâTheme II: Data (Springer Optimization and Its Applications, 183) [Paperback ]
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Information and Communication Technologies for Agriculture¿Theme II: Data
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Springer International Publishing Mrz 2023
(2023)
ISBN 10: 3030841502
ISBN 13: 9783030841508
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Descrizione libro Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to 'digital transformation' within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress.The first part of this book (II) focuses on data technologies in relation to agriculture and presents three key points in data management, namely, data collection, data fusion, and their uses in machine learning and artificial intelligent technologies. Part 2 is devoted to the integration of these technologies in agricultural production processes by presenting specific applications in the domain. Part 3 examines the added value of data management within agricultural products value chain.The book provides an exceptional reference for those researching and working in or adjacent to agricultural production, including engineers in machine learning and AI, operations management, decision analysis, information analysis, to name just a few.Specific advances covered in the volume:Big data management from heterogenous sourcesData mining within large data setsData fusion and visualizationIoT based management systemsData Knowledge Management for converting data into valuable informationMetadata and data standards for expanding knowledge through different data platformsAI - based image processing for agricultural systemsData - based agricultural businessMachine learning application in agricultural products value chain 304 pp. Englisch. Codice articolo 9783030841508
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Information and Communication Technologies for Agriculture?Theme II: Data: 183 (Springer Optimization and Its Applications, 183)
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Descrizione libro Paperback. Condizione: Brand New. 302 pages. 9.25x6.10x0.64 inches. In Stock. Codice articolo x-3030841502
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Information and Communication Technologies for Agriculture¿Theme II: Data
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Springer International Publishing
(2023)
ISBN 10: 3030841502
ISBN 13: 9783030841508
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Taschenbuch
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Descrizione libro Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to 'digital transformation' within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress.The first part of this book (II) focuses on data technologies in relation to agriculture and presents three key points in data management, namely, data collection, data fusion, and their uses in machine learning and artificial intelligent technologies. Part 2 is devoted to the integration of these technologies in agricultural production processes by presenting specific applications in the domain. Part 3 examines the added value of data management within agricultural products value chain.The book provides an exceptional reference for those researching and working in or adjacent to agricultural production, including engineers in machine learning and AI, operations management, decision analysis, information analysis, to name just a few.Specific advances covered in the volume:Big data management from heterogenous sourcesData mining within large data setsData fusion and visualizationIoT based management systemsData Knowledge Management for converting data into valuable informationMetadata and data standards for expanding knowledge through different data platformsAI - based image processing for agricultural systemsData - based agricultural businessMachine learning application in agricultural products value chain. Codice articolo 9783030841508
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Information and Communication Technologies for Agriculture-Theme II: Data
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(2023)
ISBN 10: 3030841502
ISBN 13: 9783030841508
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Descrizione libro Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Discuses variety of knowledge regarding extensive and evolving data management in agricultural systemsProvides up-to-date information and knowledge on agricultural data management Chapter authors are leading experts in the field, providing . Codice articolo 822896934
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