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A study on the influence models of the correlation between nutrition factors and the breakout of algal bloom

机译:营养因子与藻华爆发的相关性影响模型研究

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The current situation of researches on lake eutrophication prediction models was discussed in this paper, including four categories of forecast methods in terms of models in mechanism, time series method, structured analysis method and systemative method. The characteristics and applied status were represented systematically. Additionally, this paper carried on a tentative exploration of the establishment of influence models on the correlation between nutrition factors and the breakout of algal blooms with mathematics on the basis of current researches. The single factor correlation analysis of macronutrients including TN(mg/L), TP(mg/L), NO3-N(mg/L), NO2-N(mg/L), NH4-N(mg/L), micro-element Fe and TN/TP, NH4-N/TN, NO3-N/NH4-N, NO3-N/NO2-N, DIN/DON, 11 factors totally, was performed and the result indicated that the relation between single factors and algae biomass was multinomial correlation. Through backward stepwise regression analysis three factors including DIN/DON, NO3-N and NO3/NH4 with smaller interdependency were suggested to be removed to realize the optimization of modelling, providing important reference to the follow-up studies.
机译:讨论了湖泊富营养化预测模型的研究现状,从机理模型,时间序列方法,结构分析方法和系统方法四个方面对湖泊富营养化预测模型进行了探讨。系统地表征了其特性和应用现状。此外,本文在当前研究的基础上,通过数学方法尝试建立了关于营养因子与藻华爆发的相关性影响模型的数学模型。 TN(mg / L),TP(mg / L),NO 3 -N(mg / L),NO 2 -N等常量营养素的单因素相关分析(mg / L),NH 4 -N(mg / L),微量元素Fe和TN / TP,NH 4 -N / TN,NO 3 -N / NH 4 -N,NO 3 -N / NO 2 -N,DIN / DON,11个因子结果表明,单因素与藻类生物量之间的关系是多项式相关的。通过向后逐步回归分析,提出了相互依赖性较小的三个因素:DIN / DON,NO 3 -N和NO 3 / NH 4 。删除以实现建模的优化,为后续研究提供重要参考。

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