A BP neural networks model based on chaotic phase space was used in forecasting the decomposition coefficient, and the predicted result used in calculating monthly runoff downscaling.

• 其次利用相空间BP神经网络模型对分解系数进行预测，并根据预测结果进行月径流量的降尺度计算。