Optimization Analysis to Evaluate the Relationships between Different Ion Concentrations and <i>Prymnesium parvum</i> Growth Rate

oleh: Shuang-Yu Liu, Rui-Zhi Zhao, Xiao-Cong Qiu, Qi Guo

Format: Article
Diterbitkan: MDPI AG 2022-03-01

Deskripsi

The purpose of this study was to evaluate the optimum environmental condition required for reaching the maximum growth rate of <i>P. parvum</i>. Eight ions (Na<sup>+</sup>, K<sup>+</sup>, CO<sub>3</sub><sup>2−</sup>, HCO<sub>3</sub><sup>−</sup>, Ca<sup>2+</sup>, Mg<sup>2+</sup>, Cl<sup>−</sup>, and SO<sub>4</sub><sup>2−</sup>) were divided into two groups with a uniform design of 4 factors and 10 levels. The results showed a rising trend in growth rate with increasing ion concentrations. However, concentrations that exceeded the threshold led to a slowdown in the growth rate. Therefore, adequate supply of ion concentrations promoted growth of <i>P. parvum</i>, whereas excessively abundant or deficient ion concentrations inhibited its growth rate. Specifically, the order of impact of the first four ion factors on the growth rate was Na<sup>+</sup> > HCO<sub>3</sub><sup>−</sup> > K<sup>+</sup> > CO<sub>3</sub><sup>2−</sup>. The growth rate of <i>P. parvum</i> reached the maximum theoretical 0.999 when the concentrations of Na<sup>+</sup>, K<sup>+</sup>, CO<sub>3</sub><sup>2−</sup>, and HCO<sup>3−</sup> ions were 397.98, 11.60, 3.37, and 33.31 mg/L, respectively. This theoretical growth maximum was inferred from the experimental results obtained in this study. For other ion factors, SO<sub>4</sub><sup>2−</sup> had the most influence on the growth rate of <i>P. parvum</i>, followed by Mg<sup>2+</sup>, Ca<sup>2+</sup>, and Cl<sup>−</sup> ions. The growth rate of <i>P. parvum</i> reached the maximum theoretical value of 0.945 when the concentrations of Ca<sup>2+</sup>, Mg<sup>2+</sup>, Cl<sup>−</sup>, and SO<sub>4</sub><sup>2−</sup> ions were 11.52, 32.95, 326.29, and 377.31 mg/L, respectively. The findings presented in this study add to our understanding of the growth conditions of <i>P. parvum</i> and provide a theoretical basis for dealing with the water bloom it produces in order to control and utilize it.