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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2021-06-01
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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 |
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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 |
work_keys_str_mv |
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