An adaptive individualized landslide prediction method, device and equipment

Abstract

The present invention provides an adaptive individualized landslide prediction method, device and equipment, which relates to the technical field of landslide prediction, including obtaining slope terrain data of a target slope; constructing a numerical simulation model according to the slope terrain data, calculating the safety factor of the target slope, screening the sliding surface by the safety factor, obtaining at least one potential sliding surface, extracting the polyline coordinate point information of each potential sliding surface; constructing a sliding surface calculation model, inputting the polyline coordinate point information into the sliding surface calculation model, obtaining a calculation model sample, calculating the monitoring point displacement data of the slope surface corresponding to the potential sliding surface by the calculation model sample; constructing a neural network prediction model, training the neural network prediction model by the monitoring point displacement data and the polyline coordinate point information, and predicting the sliding surface of the target slope by the trained neural network prediction model. The present invention improves the pertinence and accuracy of landslide prediction.

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