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/

本数据集的信息已尽可能依据印度农业研究理事会（ICAR）的现有认知提供。以下数据可公开用于所有公共及私人项目。<br><b>研究背景</b><br>精准农业（Precision Agriculture）现已成为当下主流趋势，其可帮助农户制定科学合理的种植决策。本数据集可为用户提供构建预测模型的基础数据，使其能够基于多项参数为特定农田推荐最适宜的种植作物。<br><b>数据来源</b><br>本数据集通过扩充印度现有降雨、气候与肥料数据集构建而成，由印度食品与农业商会（ICFA）长期收集整理。<br><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>temperature：气温（单位：摄氏度）<br>humidity：相对湿度（单位：%）<br>ph：土壤pH值<br>rainfall：降雨量（单位：毫米）<br>版权所有：印度食品与农业商会 https://www.icfa.org.in/

搜集汇总

背景与挑战

背景概述

该数据集是一个用于精准农业的作物推荐数据集，包含土壤氮磷钾含量、温湿度、pH值和降雨量等关键参数，旨在帮助农民根据环境条件选择最佳作物。数据来源于印度农业和食品商会(ICFA)收集的长期气候和土壤数据。