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Establishing Reference Conditions for Lake Water Quality: A Novel Extrapolation Approach

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  • Yunfeng Xu
  • Chunzi Ma
  • Shouliang Huo
  • Dayi Zhang
  • Zhiping Xu
  • Guangren Qian
  • Beidou Xi

Abstract

The serious lake eutrophication has drawn increasingly attention, requiring further and deeper knowledge to understand its restriction factors of pre-disturbance conditions or historical reference conditions. In the meanwhile, Lake Nutrient Reference Conditions (LNRCs) are important indicators of eutrophication but hardly determined in the presence of eutrophication. In this research, a novel extrapolation approach was raised to determine LNRCs and its impacts on eutrophication, with the integral model of Optimal Map Recognition (OMR) and Pattern Recognition Inverse Mapping (PRIM). Validated with public data and experimental simulation, the approach was suggested as a reliable extrapolation for LNRCs determination. Further case study on Dianshan Lake and Chenghai Lake applied the novel extrapolation model in real eutrophication estimation and prediction, the results of which were in good agreement with those deduced by other techniques. Copyright Springer Science+Business Media Dordrecht 2014

Suggested Citation

  • Yunfeng Xu & Chunzi Ma & Shouliang Huo & Dayi Zhang & Zhiping Xu & Guangren Qian & Beidou Xi, 2014. "Establishing Reference Conditions for Lake Water Quality: A Novel Extrapolation Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(8), pages 2161-2178, June.
    • Handle: RePEc:spr:waterr:v:28:y:2014:i:8:p:2161-2178
    DOI: 10.1007/s11269-014-0604-4
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    References listed on IDEAS

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    1. Peng Shi & Xinxin Ma & Yuanbing Hou & Qiongfang Li & Zhicai Zhang & Simin Qu & Chao Chen & Tao Cai & Xiuqin Fang, 2013. "Effects of Land-Use and Climate Change on Hydrological Processes in the Upstream of Huai River, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(5), pages 1263-1278, March.
    2. J. Vilán Vilán & J. Alonso Fernández & P. García Nieto & F. Sánchez Lasheras & F. de Cos Juez & C. Díaz Muñiz, 2013. "Support Vector Machines and Multilayer Perceptron Networks Used to Evaluate the Cyanotoxins Presence from Experimental Cyanobacteria Concentrations in the Trasona Reservoir (Northern Spain)," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(9), pages 3457-3476, July.
    3. Pei Zhao & Xiangyu Tang & Jialiang Tang & Chao Wang, 2013. "Assessing Water Quality of Three Gorges Reservoir, China, Over a Five-Year Period From 2006 to 2011," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(13), pages 4545-4558, October.
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    Cited by:

    1. Su, Jing & Ji, Danfeng & Lin, Mao & Chen, Yanqing & Sun, Yuanyuan & Huo, Shouliang & Zhu, Jianchao & Xi, Beidou, 2017. "Developing surface water quality standards in China," Resources, Conservation & Recycling, Elsevier, vol. 117(PB), pages 294-303.

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