2018
DOI: 10.1016/j.compag.2018.05.022
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Agricultural cyber physical system collaboration for greenhouse stress management

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Cited by 49 publications
(17 citation statements)
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“…Precision agriculture can rely on quite specific developments such as Wireless Underground Sensor Networks, when machinery is "communicated" with sensors under soil [96,112] or underground sensor networks controlling the quality of soils [13,50,81,112]. Further developments in agricultural stage include real-time monitoring of crops growth in field and greenhouses [47,64,94,105], weed control [119], and precise autonomous water or fertilizer management on the field [60,72,93] or frost monitoring [125]. Some authors proposed an overall method for information integration based on a service-oriented architecture (SOA) in agri-food supply chain networks, potentially enhanced with cloud systems, [25,45,116].…”
Section: Current Knowledge On Cps Application In Food Industrymentioning
confidence: 99%
“…Precision agriculture can rely on quite specific developments such as Wireless Underground Sensor Networks, when machinery is "communicated" with sensors under soil [96,112] or underground sensor networks controlling the quality of soils [13,50,81,112]. Further developments in agricultural stage include real-time monitoring of crops growth in field and greenhouses [47,64,94,105], weed control [119], and precise autonomous water or fertilizer management on the field [60,72,93] or frost monitoring [125]. Some authors proposed an overall method for information integration based on a service-oriented architecture (SOA) in agri-food supply chain networks, potentially enhanced with cloud systems, [25,45,116].…”
Section: Current Knowledge On Cps Application In Food Industrymentioning
confidence: 99%
“…While a digital twin is a digital copy of a product or physical system with the intention of performing real-time optimization, a CPS merges computational and physical processes to seamlessly support humans with intelligence when using machines [ 33 ]. CPSs often include digital twins as a base for their decision-making processes [ 34 , 35 , 36 ].…”
Section: Introductionmentioning
confidence: 99%
“…The 4.0 technologies applied in the agricultural sector are Big Data [12] , [13] , Cloud Computing [14] , [15] , Cyber-Physical System [16] , [17] , Internet of Things (IoT) [18] , [19] , and Artificial Intelligence (AI) [20] , [21] . The interpretation of information with Machine Learning (ML) techniques allows the development of mathematical models with high estimation accuracy [22] .…”
Section: Introductionmentioning
confidence: 99%
“…Peru has an area of 197,837 hectares which are used for agriculture [4], and is one of the main suppliers of this product in the American market [5], accounting for approximately 3% of the world's organic banana production. As with other organic products, one of the main problems to be faced is the poor management of pests and diseases as-The 4.0 technologies applied in the agricultural sector are Big Data [12,13], Cloud Computing [14,15], Cyber-Physical System [16,17], Internet of Things (IoT) [18,19], and Artificial Intelligence (AI) [20,21]. The interpretation of information with Machine Learning (ML) techniques allows the development of mathematical models with high estimation accuracy [22].…”
Section: Introductionmentioning
confidence: 99%