Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides
The feeding method is of great significance for aquaculture production and cost. In recent years, research on intelligent feeding, a method based on fish appetite, has been trending. Few studies, however, have focused on fish welfare issues that can result from intelligent feeding. In this study, an...
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doaj-8eaa510571164bebbdeaaa219400d39b2021-06-23T04:21:40ZengKeAi Communications Co., Ltd.Artificial Intelligence in Agriculture2589-72172021-01-015118124Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoidesDan Wei0Fengdeng Zhang1Zhangying Ye2Songming Zhu3Daxiong Ji4Jian Zhao5Fan Zhou6Xueyan Ding7College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310000, ChinaCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310000, ChinaCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310000, China; Ocean Academy, Zhejiang University, Zhoushan 316000, ChinaCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310000, China; Ocean Academy, Zhejiang University, Zhoushan 316000, ChinaOcean Academy, Zhejiang University, Zhoushan 316000, China; Corresponding authors.College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310000, China; Corresponding authors.Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, ChinaZhejiang Fisheries Technical Extension Center, Hangzhou 310023, ChinaThe feeding method is of great significance for aquaculture production and cost. In recent years, research on intelligent feeding, a method based on fish appetite, has been trending. Few studies, however, have focused on fish welfare issues that can result from intelligent feeding. In this study, an adaptive feeder based on a practical intelligent feeding method was designed to evaluate whether this intelligent feeding method would impair fish welfare compared to traditional automatic feeding. The results indicated that the amount of residual feed and size inhomogeneity in the traditional group was significantly higher than that in the intelligent group. The results of the growth indicator showed that the weight gain rate (WGR) in the intelligent feeding group was significantly higher (30.17%) than in the traditional feeding group. Although no significant differences were observed in the survival rate (SR), the condition factor (CF) and the hepatosomatic index (HSI), the specific growth rate (SGR) in the intelligent feeding group was significantly increased by 8.33% while the feed conversion rate (FCR) was reduced by a remarkable 17.07% compared to the traditional feeding group. Moreover, intelligent feeding significantly improved the pepsin activity of the bass. In terms of immunity and antioxidant capacity, however, the fish in the intelligent feeding group had a significantly lower lysozyme (LZM) level than those fed with the traditional method. For superoxide dismutase (SOD), the intelligent group also displayed a lower activity value, although it was not significant. The intelligent feeding group had 0.14 nmol/mg protein higher malondialdehyde (MDA) activity than the traditional group. Regarding stress, although no statistical significance was observed, the cortisol level in the intelligent group was 1.9 ng/ml higher than in the traditional group. Together, these data suggested that the intelligent feeding method can significantly improve fish growth but may also result in stress and suppress innate immunity.http://www.sciencedirect.com/science/article/pii/S2589721721000167Intelligent feeding methodFish welfareGrowthImmunityStress |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dan Wei Fengdeng Zhang Zhangying Ye Songming Zhu Daxiong Ji Jian Zhao Fan Zhou Xueyan Ding |
spellingShingle |
Dan Wei Fengdeng Zhang Zhangying Ye Songming Zhu Daxiong Ji Jian Zhao Fan Zhou Xueyan Ding Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides Artificial Intelligence in Agriculture Intelligent feeding method Fish welfare Growth Immunity Stress |
author_facet |
Dan Wei Fengdeng Zhang Zhangying Ye Songming Zhu Daxiong Ji Jian Zhao Fan Zhou Xueyan Ding |
author_sort |
Dan Wei |
title |
Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides |
title_short |
Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides |
title_full |
Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides |
title_fullStr |
Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides |
title_full_unstemmed |
Effects of intelligent feeding method on the growth, immunity and stress of juvenile Micropterus salmoides |
title_sort |
effects of intelligent feeding method on the growth, immunity and stress of juvenile micropterus salmoides |
publisher |
KeAi Communications Co., Ltd. |
series |
Artificial Intelligence in Agriculture |
issn |
2589-7217 |
publishDate |
2021-01-01 |
description |
The feeding method is of great significance for aquaculture production and cost. In recent years, research on intelligent feeding, a method based on fish appetite, has been trending. Few studies, however, have focused on fish welfare issues that can result from intelligent feeding. In this study, an adaptive feeder based on a practical intelligent feeding method was designed to evaluate whether this intelligent feeding method would impair fish welfare compared to traditional automatic feeding. The results indicated that the amount of residual feed and size inhomogeneity in the traditional group was significantly higher than that in the intelligent group. The results of the growth indicator showed that the weight gain rate (WGR) in the intelligent feeding group was significantly higher (30.17%) than in the traditional feeding group. Although no significant differences were observed in the survival rate (SR), the condition factor (CF) and the hepatosomatic index (HSI), the specific growth rate (SGR) in the intelligent feeding group was significantly increased by 8.33% while the feed conversion rate (FCR) was reduced by a remarkable 17.07% compared to the traditional feeding group. Moreover, intelligent feeding significantly improved the pepsin activity of the bass. In terms of immunity and antioxidant capacity, however, the fish in the intelligent feeding group had a significantly lower lysozyme (LZM) level than those fed with the traditional method. For superoxide dismutase (SOD), the intelligent group also displayed a lower activity value, although it was not significant. The intelligent feeding group had 0.14 nmol/mg protein higher malondialdehyde (MDA) activity than the traditional group. Regarding stress, although no statistical significance was observed, the cortisol level in the intelligent group was 1.9 ng/ml higher than in the traditional group. Together, these data suggested that the intelligent feeding method can significantly improve fish growth but may also result in stress and suppress innate immunity. |
topic |
Intelligent feeding method Fish welfare Growth Immunity Stress |
url |
http://www.sciencedirect.com/science/article/pii/S2589721721000167 |
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