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深圳市水库水质SOM网络分析与评价 被引量:2

Analysis and Assessment on Water Quality of Reservoirs in Shenzhen by SOM Network
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摘要 运用SOM网络对深圳市12个主要饮用水源水库水质进行了分析评价。结果表明:水源水库按水质状况可划分为4种类型,从第1类到第4类,水污染程度依次加重;SOM网络能兼顾对单个水质指标监测数据和整体数据的分析,正确反映水质污染格局状况。提出了保护水库水质对策与建议。 Water quality of the twelve reservoirs, which are the major drinking water sources of Shenzhen, has been analyzed and assessed descriptively by SOM network. The results showed that Shenzhen reservoirs could be divided into four different types according to the water quality condition. Water pollution became more and more serious from the first type reservoirs to the fourth type reservoirs. Not only monitoring data of the single water quality indicator but also the whole monitoring data could be analyzed by SOM network. The trained SOM network has revealed the water pollution condition correctly. SOM network is of good applicability in the study field of water quality monitoring data analysis and assessment. Finally, countermeasures on water quality protection of reservoirs are pointed out.
出处 《云南环境科学》 2006年第B06期106-109,共4页 Yunnan Environmental Science
关键词 SOM网络 水库水质 水质评价 深圳 SOM network water quality of reservoirs water quality assessment Shenzhen
作者简介 厉红梅(1975~),男,山东临沂人,博士,2004年毕业于中山大学环境科学与工程学院。
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  • 1卓建民,张辉,冯卫东.深圳水库水环境的主要问题及对策探讨[J].水资源保护,2000,16(2):12-14. 被引量:2
  • 2吴树鸿,杨海军,何松云,刘国经.深圳市西沥水库生态河道的构建技术与原理[J].东北水利水电,2005,23(6):42-43. 被引量:8
  • 3Sovan L,Maritxu G.Predicting stream nitrogen concentration from watershed features using neural networks[J].Water Research,1999,33(16).
  • 4Kohonen T.self-organization and associated memory[M].Berlin:Springer-Verlag,1987.
  • 5Kohonen,T.self-organizing maps,Volume 30 of springer series in information siences[M].Springer,Berlin Second Extended EditiOn,1997.
  • 6Davies D L,Bouldin DW.A cluster separation measure[J].IEEE Trans Patterm Analysis and Machine Intelligence,1979,1(2).
  • 7Juha V,Johan H,Esa A,et al.Self-organizing map in MATLAB:the SOM Too1box[C].Espoo,Finland:Proceedings of the MATLAB DSP Conference,1999.

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