Smart-Agri: A Smart Agricultural Management with IoT-ML-Blockchain Integrated Framework

• DOI: 10.14569/ijacsa.2023.01407107
• Publication Date: 2023-08-04T09:44:10Z
• Authors: Md. Mamun Hossain; Md. Ashiqur Rahman; Sudipto Chaki; Humayra Ahmed; Ahsanul Haque; Iffat Tamanna; Sweety Lima; Most. Jannatul Fe...; Md. Saifur Rahman
• Keywords: Precision Agriculture

This paper presents intuitive directions for field research by introducing a ground-breaking IoT-ML-driven intelligent farm management platform. study's main goal is to address agricultural difficulties providing thorough, integrated solution. work makes variety of important contributions. By utilizing cutting-edge technology like IoT and Machine Learning (ML), it first improves conventional procedures. Farmers now have the capacity remotely monitor regulate irrigation thanks sensor-based real-time data. Second, based on data gathered from fields, our machine learning model offers improved water control fertilizer use recommendations, maximizing production while minimizing resource usage. The suggested solution also uses blockchain create safe, decentralized network that guarantees integrity defends against threats. We introduce energy harvesting issue continuous supply devices, which lessens load farmers removing requirement additional batteries. achieved 89.5% accuracy in proposed model. would provide services farmers, including pesticide recommendations motor via mobile applications cloud database.