• DocumentCode
    3249886
  • Title

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

  • Author

    Xin, Cao ; Zhihong, Wang

  • Author_Institution
    Sch. of Civil & Transp. Eng., Guangdong Univ. of Technol., Guangzhou, China
  • fYear
    2011
  • fDate
    22-24 April 2011
  • Firstpage
    966
  • Lastpage
    970
  • Abstract
    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.
  • Keywords
    hydrology; iron; lakes; microorganisms; nitrogen; nitrogen compounds; phosphorus; time series; water quality; Fe; N; NH4; NO2; NO3; P; algal bloom breakout; ammonia; dissolved inorganic nitrogen; dissolved organic nitrogen; forecast methods; influence models; iron; lake eutrophication prediction models; macronutrients; microelement; nitrate; nitrogen dioxide; nutrition factors; single factor correlation analysis; structured analysis method; systematic method; time series method; total nitrogen; total phosphorus; Biological system modeling; Biomass; Correlation; Lakes; Mathematical model; Polynomials; Predictive models; algal bloom; backward stepwise regression; influence model; nutrition factors; single factor correlation analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electric Technology and Civil Engineering (ICETCE), 2011 International Conference on
  • Conference_Location
    Lushan
  • Print_ISBN
    978-1-4577-0289-1
  • Type

    conf

  • DOI
    10.1109/ICETCE.2011.5775880
  • Filename
    5775880