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

机译:农业中的大数据转型:从精准农业到智能农业

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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.
机译:大数据这一概念已经改变了在不同环境(例如工业和最近在农业中)中分析数据和信息的方式。它用于描述大量数据(结构化或非结构化数据),这些数据很难在合理的时间内用常规技术和工具(如关系数据库或常规统计数据)进行获取,处理或解析,以获取洞察力。但是,大数据在每个领域的应用方式都不同,以充分利用其潜力和功能。特别是在农业中,由于其固有的不确定性,农业条件更加苛刻,因此无法直接在该区域使用来自其他环境的大数据方法和模型。在本文中,我们对“大数据”一词进行了回顾/更新,并分析了大数据在农业中的演变和作用,概述了协作的要素。

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