利用机器学习进行农艺分析和养分应用指导

K. Sai, Saketh Reddy, Sengar Vikrant, Pratap Singh, Bingi Sai Keerthan, B. R. Reddy
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引用次数: 0

摘要

印度经济一直主要以农业为基础。该行业满足了整个国家的食品消费需求,同时在全球农产品出口中名列前茅。尽管这个行业最近面临着相当多的困难,但其中很少有像新冠肺炎限制本地和国际旅行之前那样紧迫。随着越来越多的人意识到健康食品的价值,以及“有机”等术语实际上很重要的原因,农业和农业企业有机会扩张。在线营销是一个简单的方法来提高销售,品牌知名度,并在农业和农业部门的市场份额。使网站变得有用的最重要的因素之一是,与过去不同的是,这种增长使企业主和农民能够指定他们必须如何运营。但由于劳动力逆向迁移造成的劳动力短缺,阻碍了收成,农民需要一种提高产量的策略。农民必须种植适当的作物,施用适当的肥料,以保持稳定的产量。许多农民因为没有意识到这一点而种植了不适合特定土地的作物,浪费了大量的时间和资源。因此,农民可以使用网络工具来帮助他们找到最好的作物在他们的土地上种植,以克服这一困境。
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Agronomic Analysis and Nutrient Application Guidance Using Machine Learning
The Indian economy has always been based primarily on agriculture. The industry has met the entire nation’s food consumption needs while ranking among the top exporters of agricultural products worldwide. Although this industry has faced its fair share of difficulties lately, few of them are as pressing as they were before Covid-19’s limits on local and international travel. Agriculture and farming enterprises have an opportunity to expand as more people become aware of the value of wholesome food and the reasons why terms like “organic” actually matter. Online marketing is a simple way to improve sales, brand awareness, and market share in the farming and agricultural sectors. One of the most significant factors that makes websites useful is that unlike in the past, this growth is enabling business owners and farmers to specify how they must operate. But because of the shortage of labour caused by the reverse labour migration, which hindered harvesting, farmers need a strategy to boost production. Farmers must grow the appropriate crops and apply the appropriate fertilisers in order to maintain a constant output. Many farmers plant crops that are inappropriate for a particular piece of land because they are unaware of this, wasting a tonne of time and resources. Farmers can therefore use web tools to help them find the best crop to cultivate on their land in order to overcome this dilemma.
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