High yield groundnut agronomy: An IoT based precision farming framework

P. Rekha, Venkat Rangan, M. Ramesh, K. V. Nibi
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引用次数: 46

Abstract

Agriculture is one of the main needs for human to survive. Agriculture has to tackle many problems like changing climate, water shortage, changing soil quality, etc. Due to the increasing demand for cereals and other crops for daily usage by the consumers there is a need for smarter implementation of irrigation and also develop farming methods that alter the basic eco systems and is less harmful to other creatures. India is one of highest crop producing countries all over the world. At the same time, India is facing the challenge of farmers committing suicide because of crop failure and debt. Most of the land in India is still being used for agriculture purposes. Still there exists several places that uses very primitive methods for irrigation, fertilization etc. This leads to the reduction in the crop yield and eventually less income for the farmers. This paper discusses the design and development of an IoT framework that helps farmers to improvise their methods of farming and also make the best use of their land for a better yield and income. The major goal of this IoT framework is to sense agriculture characteristics and advice farmers to properly grow and treat the crops. The system deploys a group of wireless sensor networks nodes deployed in the field for sensing agricultural parameters and the RF communication of WSN node is used to transmit the measured data to base station. Base station is connected to a decision support system. Based on the sensed parameters and the optimum values, the decision support system will generate an appropriate message for farmers. By using the collected data from the sensors, the proposed system will provide suggestions about the monitoring crop such as irrigation timings, directions for optimum usage of fertilizers etc. in accordance to the farmers' lands. An android application has been designed to deliver the messages to farmers in their regional language. The android app also gives information regarding the weather forecast and precaution to be taken based on the weather forecast.
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高产花生农艺:基于物联网的精准农业框架
农业是人类生存的主要需求之一。农业必须解决许多问题,如气候变化、水资源短缺、土壤质量变化等。由于消费者对谷物和其他日常作物的需求不断增加,因此需要更智能地实施灌溉,并开发能够改变基本生态系统并减少对其他生物危害的耕作方法。印度是世界上产量最高的国家之一。与此同时,印度正面临着农民因作物歉收和债务而自杀的挑战。印度的大部分土地仍用于农业。还有一些地方使用非常原始的灌溉、施肥等方法。这导致作物产量下降,最终导致农民收入减少。本文讨论了一个物联网框架的设计和开发,该框架可以帮助农民改进他们的耕作方法,并充分利用他们的土地,以获得更好的产量和收入。该物联网框架的主要目标是感知农业特征,并建议农民正确种植和处理作物。该系统在野外部署一组无线传感器网络节点进行农业参数的感知,利用无线传感器网络节点的射频通信将测量数据传输到基站。基站连接到决策支持系统。决策支持系统根据感知到的参数和最优值,为农民生成合适的信息。通过使用从传感器收集的数据,拟议的系统将根据农民的土地提供有关监测作物的建议,如灌溉时间、肥料的最佳使用方向等。一款安卓应用程序被设计成用当地语言向农民传递信息。这款安卓应用还会提供有关天气预报的信息,以及根据天气预报需要采取的预防措施。
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