Future food production prediction using AROA based hybrid deep learning model in agri-sector (2026). 1
Abstract
AgroAlert AI is an intelligent system developed using the CyberPi educational board, focused on monitoring and generating early warnings for crops vulnerable to floods and droughts. The project aims to provide a low-cost educational technological solution to support small farmers and rural communities affected by extreme climate events.
The system uses CyberPi integrated sensors, WiFi connectivity, and Python programming to collect environmental variables, analyze simulated climate behaviors, and generate visual and sound alerts in real time. Additionally, it allows data recording for statistical analysis and future applications related to Artificial Intelligence and the Internet of Things (IoT).
This research promotes STEM learning among high school students by strengthening skills in programming, electronics, data science, and problem-solving applied to real territorial challenges. AgroAlert AI represents an innovative proposal with social, environmental, and technological impact aligned with digital transformation processes in agriculture and risk management strategies.
Abstract AgroAlert AI is an intelligent system developed using the CyberPi educational board, focused on monitoring and generating early warnings for crops vulnerable to floods and [...]