Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum

Abstract Prymnesium parvum is an environmentally harmful algae and well known for its toxic effects to the fish culture. However, there is a dearth of studies on the growth behavior of P. parvum and information on how the availability of nutrients and environmental factors affect their growth rate....

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Main Authors: Juan Yin, Xuyang Sun, Ruizhi Zhao, Xiaocong Qiu, Rasu Eeswaran
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-92214-y
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spelling doaj-bfb5d6dccee347eca07d21c54c1176422021-06-20T11:35:42ZengNature Publishing GroupScientific Reports2045-23222021-06-0111111210.1038/s41598-021-92214-yApplication of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvumJuan Yin0Xuyang Sun1Ruizhi Zhao2Xiaocong Qiu3Rasu Eeswaran4School of Civil and Hydraulic Engineering, Ningxia UniversitySchool of Civil and Hydraulic Engineering, Ningxia UniversitySchool of Civil and Hydraulic Engineering, Ningxia UniversitySchool of Life Science, Ningxia UniversityDepartment of Plant Soil and Microbial Sciences, Michigan State UniversityAbstract Prymnesium parvum is an environmentally harmful algae and well known for its toxic effects to the fish culture. However, there is a dearth of studies on the growth behavior of P. parvum and information on how the availability of nutrients and environmental factors affect their growth rate. To address this knowledge gap, we used a uniform design approach to quantify the effects of major nutrients (N, P, Si and Fe) and environmental factors (water temperature, pH and salinity) on the biomass density of P. parvum. We also generated the growth model for P. parvum as affected by each of these nutrients and environmental factors to estimate optimum conditions of growth. Results showed that P. parvum can reach its maximum growth rate of 0.789, when the water temperature, pH and salinity is 18.11 °C, 8.39, and 1.23‰, respectively. Moreover, maximum growth rate (0.895–0.896) of P. parvum reached when the concentration of nitrogen, phosphorous, silicon and iron reach 3.41, 1.05, 0.69 and 0.53 mg/l, respectively. The order of the effects of the environmental factors impacting the biomass density of P. parvum was pH > salinity > water temperature, while the order of the effects of nutrients impacting the biomass density of P. parvum was nitrogen > phosphorous > iron > silicon. These findings may assist to implement control measures of the population of P. parvum where this harmful alga threatens aquaculture industry in the waterbodies such as Ningxia region in China.https://doi.org/10.1038/s41598-021-92214-y
collection DOAJ
language English
format Article
sources DOAJ
author Juan Yin
Xuyang Sun
Ruizhi Zhao
Xiaocong Qiu
Rasu Eeswaran
spellingShingle Juan Yin
Xuyang Sun
Ruizhi Zhao
Xiaocong Qiu
Rasu Eeswaran
Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
Scientific Reports
author_facet Juan Yin
Xuyang Sun
Ruizhi Zhao
Xiaocong Qiu
Rasu Eeswaran
author_sort Juan Yin
title Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
title_short Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
title_full Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
title_fullStr Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
title_full_unstemmed Application of uniform design to evaluate the different conditions on the growth of algae Prymnesium parvum
title_sort application of uniform design to evaluate the different conditions on the growth of algae prymnesium parvum
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-06-01
description Abstract Prymnesium parvum is an environmentally harmful algae and well known for its toxic effects to the fish culture. However, there is a dearth of studies on the growth behavior of P. parvum and information on how the availability of nutrients and environmental factors affect their growth rate. To address this knowledge gap, we used a uniform design approach to quantify the effects of major nutrients (N, P, Si and Fe) and environmental factors (water temperature, pH and salinity) on the biomass density of P. parvum. We also generated the growth model for P. parvum as affected by each of these nutrients and environmental factors to estimate optimum conditions of growth. Results showed that P. parvum can reach its maximum growth rate of 0.789, when the water temperature, pH and salinity is 18.11 °C, 8.39, and 1.23‰, respectively. Moreover, maximum growth rate (0.895–0.896) of P. parvum reached when the concentration of nitrogen, phosphorous, silicon and iron reach 3.41, 1.05, 0.69 and 0.53 mg/l, respectively. The order of the effects of the environmental factors impacting the biomass density of P. parvum was pH > salinity > water temperature, while the order of the effects of nutrients impacting the biomass density of P. parvum was nitrogen > phosphorous > iron > silicon. These findings may assist to implement control measures of the population of P. parvum where this harmful alga threatens aquaculture industry in the waterbodies such as Ningxia region in China.
url https://doi.org/10.1038/s41598-021-92214-y
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