无资料地区径流预报方法比较与改进

李红霞, 张永强, 敖天其, 张新华

长江科学院院报 ›› 2010, Vol. 27 ›› Issue (2) : 11-15.

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长江科学院院报 ›› 2010, Vol. 27 ›› Issue (2) : 11-15.
水资源与环境

无资料地区径流预报方法比较与改进

  •  李红霞, 张永强, 敖天其, 张新华
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Comparison of Regionalization Approaches for Runoff Prediction in Freeof Observational Data Catchments

  •  LI  Hong-Xia, ZHANG  Yong-Qiang, AO  Tian-Qi, ZHANG  Xin-Hua
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摘要

利用新安江模型对无资料地区径流预报方法进行研究。以澳大利亚东南地区的210个流域为例,首先利用距离相近法、属性相似法和回归法进行预报,并对3种方法进行比较,结果表明,距离相近法精度最高,属性相似法次之,回归法效果较差。然后在距离相近法和属性相似法的基础上提出了综合相似法,使得模拟结果进一步提高。此方法可对中国无资料或者资料缺乏流域进行水文预报。

Abstract

This paper uses a conceptual rainfallrunoff model, the Xinanjiang model, to evaluate regionalization approaches using 210 catchments in southeast Australia as examples. Three regionalization approaches are compared: spatial proximity, physical similarity and regression. The results show that: spatial proximity provides the best regionalization solution; the physical similarity approach is intermediary; the regression approach is the least satisfactory. A new method, integrated similarity, is proposed by combining the spatial proximity and physical similarity. It turns out the integrated similarity further improves runoff prediction in free of observational data catchments. It is likely that taking into account the parameter uncertainty will improve the performance of predictions in free of observational data catchments. 

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李红霞, 张永强, 敖天其, 张新华. 无资料地区径流预报方法比较与改进[J]. 长江科学院院报. 2010, 27(2): 11-15
LI Hong-Xia, ZHANG Yong-Qiang, AO Tian-Qi, ZHANG Xin-Hua. Comparison of Regionalization Approaches for Runoff Prediction in Freeof Observational Data Catchments[J]. Journal of Changjiang River Scientific Research Institute. 2010, 27(2): 11-15

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