Intelligent monitoring method for slope runoff

Abstract

The present invention discloses an intelligent monitoring method for slope runoff, including: adopting a distributed sensor network deployment strategy to densely arrange sensor nodes in areas with complex terrain and climatic conditions to collect aggregated data; performing preprocessing on the aggregated data using edge computing at the sensor nodes; constructing a distributed data fusion model to fuse the pre-processed aggregated data with multi-source datasets; dynamically predicting the fused slope runoff data using machine learning algorithms to obtain real-time dynamic data of slope runoff; and issuing real-time warnings based on the realtime dynamic data and predefined warning thresholds. The invention enhances the monitoring and warning capabilities of the system, providing an effective solution for slope runoff monitoring and disaster prevention under complex terrain conditions.