径流过程具有分形和灰色特征。基于此,将R/S分析与灰色系统理论相结合,提出了R/S灰色预测模型以预报黑河出山径流量。针对1949-2011年莺落峡水文站年径流量资料,首先进行R/S分析,确定径流量序列的Hurst指数和平均循环周期T;然后在一个周期内进行径流量灰色预测。结果表明:黑河出山径流量循环周期在20—25年之间,在进行R/S灰色预测时,取T=20为宜;R/S灰色预测结果的精度高于直接进行灰色预测。该方法拓宽了分形和灰色理论在径流过程研究的应用范围,为径流量的科学预测提供了一种新方法。
Runoff process has both fractal and gray characteristics. So R/S gray prediction model for predic- ting runoff sequence is proposed by means of combining gray system theory with R/S analysis. Based on annual runoff data from 1949 to 2011 in Yingluoxia Station, the out-mountainous runoff sequences of Heihe River is ana- lyzed, and use R/S method, to determine the Hurst exponent and the average cycle firstly; then in one cycle, out- mountainous annual runoff is predicted by gray. It is showed that the average cycle ( T ) of out-mountainous annual runoff sequence of Heihe River is about 20 - 25 years, and if T was 20, the result of gray prediction would best. The prediction accuracy of R/S gray prediction model is 91.04%, which is higher than the accuracy of the gray prediction model. R/S gray prediction model enlarges the applied scope of fractal theory and grey model, and pro- vides a new scientific method for predicting annual runoff sequence.