利用图像处理和传感器增强农业

Shetty Sagar, Kalha Ajit Singh, G. Sirisha, K. Vaishnavi
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引用次数: 2

摘要

今天,由于不稳定的降雨和资源短缺,农民们正在受苦。本文的主要目的是提供一种自动灌溉系统,从而节省农民的时间、金钱和力量。在我们的项目中,每当土壤含水量发生变化时,这些湿度传感器就会感知到变化并向微控制器发出中断信号。根据接收到的数值,可以对灌溉系统进行操作。使用智能洒水技术将确保在缺水地区合理用水。这种方法优于现有的水渠灌溉或地下水灌溉。根据地理位置使用图像处理方法提供降雨检测,以便农民可以在不久的将来获得准确的降雨量并收获降雨量,而不是使用地下水。使用Pi相机进行图像采集,对采集到的图像进行处理后,确定土壤的pH值,并据此建议该地块可种植的作物或植物。通过对土壤pH值的检测,我们可以判断出可以种植的作物类型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhanced Agriculture using Image Processing and Sensors
Today, the farmers are suffering due to inconsistent rains and scarcity of resources. The main objective of this paper is to provide an automatic irrigation system, thereby saving their time, money and power of the farmer. In our project, whenever there will be a change in water content of soil, these moisture sensors will sense the change and give an interrupt signal to the micro-controller. Based on the values received, the irrigation system can be manipulated. Using smart sprinkling technology will ensure judicious use of water in water-scarce regions. This method is better than existing canal or groundwater based irrigation. Rain detection has been provided using image processing methods as per the geographical location so that farmers can be notified about the accurate quantity of rainfall in near future and harvest it rather than using groundwater. Pi camera is used for capturing the image, and after processing the captured image the pH value of the soil is determined and accordingly crops or plants are suggested that can be grown in that field. Due to detection of soil pH value, we can judge the type of crop that can be grown.
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