{"title":"Big data analysis for soil monitoring in Smart farming","authors":"T. Kuchkorov, N. Atadjanova, Nargiza Sayfullaeva","doi":"10.1109/ICISCT47635.2019.9012016","DOIUrl":null,"url":null,"abstract":"Recently, smart systems are widely used in a different field and that systems contain functions of sensing, actuation, and control in order to describe and analyze a situation, and make decisions based on the available data in a predictive or adaptive manner. In this article, implementation of smart system applications in agriculture, the sensor (TDR) and spatial (GNSS) type of soil moisture measurement, big data analysis in soil monitoring, using Global Land Services for monitoring soil water index changes by geoinformation model of territory are presented.","PeriodicalId":170576,"journal":{"name":"2019 International Conference on Information Science and Communications Technologies (ICISCT)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Information Science and Communications Technologies (ICISCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICISCT47635.2019.9012016","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Recently, smart systems are widely used in a different field and that systems contain functions of sensing, actuation, and control in order to describe and analyze a situation, and make decisions based on the available data in a predictive or adaptive manner. In this article, implementation of smart system applications in agriculture, the sensor (TDR) and spatial (GNSS) type of soil moisture measurement, big data analysis in soil monitoring, using Global Land Services for monitoring soil water index changes by geoinformation model of territory are presented.
近年来，智能系统被广泛应用于不同的领域，该系统包含传感、驱动和控制功能，以描述和分析情况，并根据可用数据以预测或自适应的方式做出决策。本文介绍了智能系统在农业中的应用，传感器(TDR)和空间(GNSS)类型的土壤水分测量，土壤监测中的大数据分析，利用全球土地服务(Global Land Services)利用地理信息模型监测土壤水分指数变化。
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