Decision support system for agricultural management using prediction algorithm

Mark Ian Animas, Y. Byun, B. Gerardo, Ma. Beth S. Concepcion
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引用次数: 10

Abstract

Currently climate change is one of the major problems encountered due to the climatic controls interacting in various intensities and in different combinations. The proposed system includes mechanism that accepts/processes gathered data from Agricultural Research Center. The system uses Time Series Analysis; the collection of observations of well-defined data items obtained through repeated measurements over time which utilizes algorithm that is capable of formulating the trend. Upon prediction, the system displays table and graphs along with the recommended crops. The system had successfully determined the trend of rainfall and evaporation using prediction algorithm together with the recommended crops. It was able to display the result of prediction in graphical form and crop classification in tabular form.
基于预测算法的农业经营决策支持系统
气候变化是当前气候控制在不同强度和不同组合中相互作用所遇到的主要问题之一。提出的系统包括接收/处理从农业研究中心收集的数据的机制。系统采用时间序列分析;通过一段时间内的重复测量而获得的定义明确的数据项的观测结果的集合,它利用了能够形成趋势的算法。根据预测,系统显示表格和图表以及推荐的作物。该系统利用预测算法,结合推荐作物,成功地确定了降雨和蒸发的趋势。能够以图形形式显示预测结果,以表格形式显示作物分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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