Crop Recommendation dataset

THE INFORMATION IN THE DATASET IS PROVIDED TO THE BEST OF KNOWLEDGE OF ICAR. THE BELOW DATA CAN BE USED PUBLICALLY UNDER ALL PUBLIC AND PRIVATE UNDERTAKINGS<b>Context</b><br>Precision agriculture is in trend nowadays. It helps the farmers to get informed decision about the farming strategy. Here, we present you a dataset which would allow the users to build a predictive model to recommend the most suitable crops to grow in a particular farm based on various parameters.**<b>Source</b><br>This dataset was build by augmenting datasets of rainfall, climate and fertilizer data available for India. Gathered over the period by ICFA, India.<b>Data fields</b><br>N - ratio of Nitrogen content in soil<br>P - ratio of Phosphorous content in soil<br>K - ratio of Potassium content in soil<br>temperature - temperature in degree Celsius<br>humidity - relative humidity in %<br>ph - ph value of the soil<br>rainfall - rainfall in mmCOPYRIGHT: Indian Chamber of Food and Agriculture https://www.icfa.org.in/

本数据集所包含的信息均基于ICAR所能掌握的最佳资料提供。以下数据集可公开应用于所有公共及私营事业场景。<b>背景说明</b><br>精准农业（precision agriculture）已然成为当下主流发展趋势，可助力农户获取科学合理的种植决策依据。本次提供的数据集可供用户基于多项参数构建预测模型，为特定农田推荐最适宜种植的农作物。<b>数据集来源</b><br>本数据集通过扩充整合印度现有降雨、气候与肥料数据集构建而成，相关数据由印度食品与农业商会（Indian Chamber of Food and Agriculture，ICFA）在过往时段收集整理。<b>数据字段说明</b><br>N：土壤中氮元素含量占比<br>P：土壤中磷元素含量占比<br>K：土壤中钾元素含量占比<br>温度：单位为摄氏度（℃）<br>相对湿度：单位为百分比（%）<br>pH值：土壤pH值<br>降雨量：单位为毫米（mm）<br>版权所有：印度食品与农业商会（Indian Chamber of Food and Agriculture），官网：https://www.icfa.org.in/

搜集汇总

背景与挑战

背景概述

该数据集包含土壤中的氮、磷、钾含量比例，以及温度、湿度、pH值和降雨量等参数，用于构建预测模型，推荐最适合种植的作物。数据来源于印度降雨、气候和肥料数据的增强数据集，由ICFA收集并提供。