AI-Based Flood Prediction Systems for Agriculture #TopTeachers
Smart Flood Monitoring in farmlands represents a transformative approach to protecting agricultural landscapes from the devastating impacts of flooding. With climate change intensifying rainfall patterns and increasing the frequency of extreme weather events, farmers are increasingly turning to advanced technologies to safeguard crops, soil health, and rural livelihoods. This innovative system integrates Internet of Things (IoT) sensors, satellite data, weather forecasting models, and real-time analytics to monitor water levels, soil moisture, and rainfall intensity across agricultural fields. By collecting and transmitting continuous data, smart monitoring platforms provide early warnings that allow farmers to take preventive action before floods cause irreversible damage. These systems often include solar-powered water level sensors installed in drainage canals and low-lying areas, drones for aerial surveillance, and centralized dashboards accessible through smartphones or tabl...