Research on the Prediction Method of Groundwater Resources in Guizhou Province
Scientific prediction of the amount of groundwater resources to establish a reasonable and feasible groundwater resource management system can achieve the purpose of both development and protection.Taking Guizhou Province as a case,the cubic spline basis function model,ARIMA model and LSTM model are used to predict the amount of groundwater resources in the study area.The prediction results show that the LSTM model shows higher accuracy and better applicability in predicting the amount of groundwater resources in the study area,which can provide a certain reference for the planning,development and utili-zation of groundwater resources in the region.
groundwater resourcesforecastingARIMA modelLSTM model
万方数据
维普
