耕作数据:物联网在农业数据种植中的应用

Felipe Lemus-Prieto, Juan Francisco Bermejo Bermejo Martín, J. Gónzalez-Sánchez, Enrique Moreno Moreno Sánchez
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引用次数: 1

摘要

栽培数据提出融合物联网、大数据、高性能计算、开放数据、人工智能等技术,将高性能数据分析(HPDA)应用于农业数据的培育,提高农场的效率和效益。已经开发了一个信息系统,作为培育开放数据的信息技术平台,以提取知识和支持农业部门利益相关者的决策,从而有可能提高产品质量和农场生产力。由此产生的系统集成了对物联网设备提供的数据的访问,这些设备对农场和公共和开放数据源(开放数据)进行传感器化。该平台旨在使精准农业成为现实,不仅对农民有用,而且对农业决策者也有用,他们可以根据可用水等数据来规划物种和作物;预期的天气;价格和市场需求,等等。此外,该平台还向农业生产者提供历史气候数据;气候预报,预测干旱或灾害的时间;害虫情况或用传感器和正射影片监测其种植园。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CultivData: Application of IoT to the Cultivation of Agricultural Data
CultivData proposes the convergence of technologies, such as IoT, big data, HPC, open data and artificial intelligence, to apply HPDA (High Performance Data Analytics) to the cultivation of agricultural data and improve the efficiency and effectiveness of farms. An information system has been developed as an IT platform for the cultivation of open data to extract knowledge and to support the decision making of stakeholders in the agricultural sector, so that it is possible to improve product quality and farm productivity. The resulting system integrates access to data provided by IoT devices that sensorize farms and public and open data sources (Open Data). The platform was designed to make precision agriculture a reality and to be useful not only to farmers, but also to agricultural decision-makers who plan species and crops based on data such as available water; expected weather; prices and market demands, and so forth. In addition, the platform provides to agricultural producers access to historical climate data; climate forecasts to anticipate times of drought or disasters; pest situations or monitoring of their plantations with sensorization and orthophotographs.
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