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| 系统聚类方法在洪水预报中的应用研究 | |
| 引用本文： | 柳卓,曹飞凤,杜光潮. 系统聚类方法在洪水预报中的应用研究[J]. 浙江水利科技, 2008, 0(5) |
| 作者姓名： | 柳卓 曹飞凤 杜光潮 |
| 作者单位： | 1. 浙江省水利水电技术咨询中心,浙江,杭州,310020 2. 浙江大学,水文与水资源所,浙江,杭州,310028 3. 上虞市环境监测中心站,浙江,上虞,312300 |
| 摘 要： | 根据福建省沙溪口流域雨量的时空分布,以降雨量作为聚类指标,根据前期降雨影响因子按照时间序列取16个指标,在空间上根据流域测点距离水库入口的远近分成远、中、近3个层次.利用MATLAB统计工具将近年来的23场洪水过程分成了4类,继而对待预报的样本用对应的类所率定的参数进行预报.实践证明,将"系统聚类分析"方法引入该流域的洪水预报,提高了预报精度. |
| 关 键 词： | 沙溪口流域 系统聚类 洪水预报 |
Study on applying hierarchical clustering method to flood forecasting |
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| LIU Zhuo,CAO Fei-feng,DU Guang-chao. Study on applying hierarchical clustering method to flood forecasting[J]. Zhejiang Hydrotechnics, 2008, 0(5) | |
| Authors: | LIU Zhuo CAO Fei-feng DU Guang-chao |
| Affiliation: | LIU Zhuo1,CAO Fei-feng2,DU Guang-chao3(1.Zhejiang Hydraulic , Hydropower Technology Consultation Center,Hangzhou 310020,China,2.Institute of Hydrology , Water Resources,Zhejiang University,Hangzhou 310028,3.Shangyu Environment Monitoring Center,Shangyu 312300,China) |
| Abstract: | According to the spatial and temporal distribution of rainfall in Shaxikou catchment,rainfall is used as the cluster index and 16 of them are chosen based on the influence factor of the prophase rainfall by time series.Hierarchical clustering method in MATLAB statistic tool was used to divide the data into several types which include their potential characters,then forecasting was made with the corresponding parameter.At last,hierarchical clustering method is applied in flood forecasting to increase precisi... |
| Keywords: | MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |