Abstract:
This study outlines the transformative impact of integrating Digital Twin and IoT technologies for precision agriculture on the AWS platform. Through analysis of quantitative data from farms implementing these technologies, notable advancements in agricultural practices are evident. Digital Twin and IoT integration on AWS have led to significant improvements in precision agriculture. Results reveal an average increase in crop yield of 15-20% compared to traditional methods, accompanied by substantial water savings of 30-40% per hectare. Cost reductions of 25-30% in operational expenses are observed, attributed to optimized resource management, including a decrease in fertilizer usage by 20-25% and pesticide application by 15-20%. Furthermore, the integration facilitates enhanced decision-making processes, with farms reporting a 30-35% increase in decisionmaking accuracy for crop management, irrigation scheduling, and pest control.. The scalability and flexibility of AWS infrastructure enable farms of varying sizes and locations to adopt these technologies according to their specific needs. Continuous improvement is supported by the analysis of data collected through Digital Twin and IoT technologies, allowing farms to refine their strategies over time. Β© 2024 IEEE.
