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Big Data Transformation in Agriculture: From Precision Agriculture Towards Smart Farming

Abstract : Big data is a concept that has changed the way to analyse data and information in different environments such as industry and recently, in agriculture. It is used to describe a large volume of data (structured or unstructured data), which are difficult to obtain, process or parse using conventional technologies and tools like relational databases or conventional statistics, in a reasonable time for their insight. However, Big Data is applied differently in each area to take advantage of its potential and capabilities. Specially in agriculture that presents more demanding conditions due to its inherent uncertainty, so Big Data methods and models from other environments cannot be used straight away in this area. In this paper, we present a review/update of term Big Data and analyse the evolution and the role of Big Data in agriculture outlined the element of collaboration.
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https://hal.inria.fr/hal-02478738
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Submitted on : Friday, February 14, 2020 - 10:03:35 AM
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María Rodríguez, Llanos Cuenca, Angel Ortiz. Big Data Transformation in Agriculture: From Precision Agriculture Towards Smart Farming. 20th Working Conference on Virtual Enterprises (PRO-VE), Sep 2019, Turin, Italy. pp.467-474, ⟨10.1007/978-3-030-28464-0_40⟩. ⟨hal-02478738⟩

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