{"title":"利用机器学习算法预测季节性作物病害","authors":"Thiruvikraman B R, A. Prasath","doi":"10.1109/ICSMDI57622.2023.00092","DOIUrl":null,"url":null,"abstract":"Agriculture has become extremely vital in human lives. Food is essential for all living beings to survive. Crop output yield has recently become a crucial factor. But these days, it is harder to acquire the ideal crop yield because certain disease influence the crops during their growth and occasionally go undiscovered by some farmers, which leads to the poor crop yield. This study focuses on using machine learning techniques to identify diseases that have an impact on crop yields during a specific season, and then adding fertilizers and nutrients to the crops to assist them in fighting off disease and aid farmers in producing high-quality crops.","PeriodicalId":373017,"journal":{"name":"2023 3rd International Conference on Smart Data Intelligence (ICSMDI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prediction of Seasonal Crop Diseases using Machine Learning Algorithm\",\"authors\":\"Thiruvikraman B R, A. Prasath\",\"doi\":\"10.1109/ICSMDI57622.2023.00092\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Agriculture has become extremely vital in human lives. Food is essential for all living beings to survive. Crop output yield has recently become a crucial factor. But these days, it is harder to acquire the ideal crop yield because certain disease influence the crops during their growth and occasionally go undiscovered by some farmers, which leads to the poor crop yield. This study focuses on using machine learning techniques to identify diseases that have an impact on crop yields during a specific season, and then adding fertilizers and nutrients to the crops to assist them in fighting off disease and aid farmers in producing high-quality crops.\",\"PeriodicalId\":373017,\"journal\":{\"name\":\"2023 3rd International Conference on Smart Data Intelligence (ICSMDI)\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 3rd International Conference on Smart Data Intelligence (ICSMDI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSMDI57622.2023.00092\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Conference on Smart Data Intelligence (ICSMDI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSMDI57622.2023.00092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Prediction of Seasonal Crop Diseases using Machine Learning Algorithm
Agriculture has become extremely vital in human lives. Food is essential for all living beings to survive. Crop output yield has recently become a crucial factor. But these days, it is harder to acquire the ideal crop yield because certain disease influence the crops during their growth and occasionally go undiscovered by some farmers, which leads to the poor crop yield. This study focuses on using machine learning techniques to identify diseases that have an impact on crop yields during a specific season, and then adding fertilizers and nutrients to the crops to assist them in fighting off disease and aid farmers in producing high-quality crops.