The VMD-PSO-BiLSTM model is compared with other forecasting models. Results show that the hybrid model's predictions align closely with actual precipitation trends, with a minimum error of 0.12%, a maximum relative error of 8.71%, and a prediction accuracy (R) of 0.97. This model enhances ...