Skip to main content

EDITORIAL article

Front. Mar. Sci., 27 June 2023
Sec. Marine Fisheries, Aquaculture and Living Resources
This article is part of the Research Topic Aquaculture Environment Regulation and System Engineering View all 18 articles

Editorial: Aquaculture environment regulation and system engineering

Ce Shi,,,,*Ce Shi1,2,3,4,5*
  • 1Marine Economic Research Center, Donghai Academy, Ningbo University, Ningbo, China
  • 2College of Biosystems Engineering and Food Science (BEFS), Zhejiang University, Hangzhou, China
  • 3Key Laboratory of Green Mariculture (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural, Ningbo, China
  • 4Key Laboratory of Aquacultural Biotechnology, Ningbo University, Chinese Ministry of Education, Ningbo, China
  • 5Collaborative Innovation Center for Zhejiang Marine High-Efficiency and Healthy Aquaculture, Ningbo University, Ningbo, China

Aquatic products are a major source of high-quality foods for humans, and as the population grows, global fisheries and aquaculture production is expanding. Since the 1990s, capture production of fisheries has reached a bottleneck and tended to stabilize at around 90 million tons (FAO, 2022). In contrast, aquaculture production has entered a rapidly developing period, and aquaculture has now become one of the fastest-growing areas of food production. In 2020, aquaculture provided 88 million tonnes of aquatic products worldwide (FAO, 2022), significantly contributing to global food and nutrition security. Furthermore, aquaculture will play an increasing role in global aquatic product supply to fill the gap between declining capture production and increasing human demand (Zhang et al., 2022a).

To keep up with the continuous expansion of the aquaculture industry, the intensive and efficient aquaculture mode represented by indoor factory recirculating aquaculture system (RAS) is emerging and developing and gradually replacing the traditional pond culture (Campanati et al., 2022; Chen and Gao, 2023). The indoor factory RAS maximizes aquaculture efficiency by regulating various environmental factors to the optimum level (Xiao et al., 2019; Li et al., 2023). Various environmental factors can affect the growth, reproduction, and health of aquatic organisms, such as light (Ruchin, 2021; Xu et al., 2022a; Xu et al., 2022b; Xu et al., 2022c; Zhang et al., 2022b; Zhao et al., 2023a), temperature (Liu et al., 2022a; Liu et al., 2022b), salinity (Boeuf and Payan, 2001; Deane and Woo, 2009), dissolved oxygen (Waldrop et al., 2020), flow velocity (Gao et al., 2017; Zhao et al., 2023b), tank color (Shi et al., 2019; Wang et al., 2019; Ma et al., 2021; McLean, 2021), tank size (Yu et al., 2022), tank substrate (Tierney et al., 2020), etc. Many studies have demonstrated promoting aquatic organism growth by manipulating environmental factors (Li et al., 2020; Chen et al., 2021; Chen et al., 2022; Chen et al., 2023; Yu et al., 2023). Therefore, understanding the environmental demand of aquatic animals is the premise of designing an intensive aquaculture system. In this Research Topic, it has collected several research papers on the light and temperature requirements of fish involving Oncorhynchus mykiss (Xu H. et al.; Xu H. et al.; Ma S. et al.; Ma Z. et al.), Salmo salar (Dempsey et al.), and Takifugu rubripes (Liu S. et al.), which provide theoretical references for the environmental settings of intensive aquaculture system.

After clarifying the environmental demands, establishing an intensive aquaculture system has become a new challenge. The establishment of an optimum system needs interdisciplinary knowledge such as hydromechanics and computer-based intelligent control technology (Hu et al., 2021; Yang et al., 2021). This Research Topic contains cutting-edge research on the engineering & design of aquaculture facilities and artificial intelligence in aquaculture, including the design of a new type of inlet pipe to improve the self-purification capacity of aquaculture tanks (Zhang et al.); the inlet layout on solid waste removal from aquaculture tanks (Hu et al.); the ability of ultrafiltration membranes to remove viruses and bacteria from aquaculture waters (Mota et al.); and commercial-scale wetland system to treat aquaculture wastewater (Li et al.). In addition, a computer vision-based study of fish appetite grading (Wei et al.) and a study of fish swimming behavior (Xiang et al.) were also collected on this Research Topic. The above studies provide a research basis for developing intensive & intelligent aquaculture facilities.

On the other hand, intensive aquaculture systems are often capital & technology-intensive. For a lot of developing countries, the extensive aquaculture system is also prevalent. Reservoirs are an important artificial water body, and aquaculture production in reservoirs is one of the important ways of inland aquaculture. This Research Topic included related studies on fish distribution in reservoirs based on hydroacoustic surveys (Mei et al.; Luo et al.), which provided an ecological theoretical basis for conducting reservoir aquaculture. In addition, microorganisms in cultured water are increasingly of interest because of their close relationship with the growth and health of the animals. Microbial composition in shrimp-crab polyculture systems (Liu H. et al.) and in offshore shellfish farming waters (Gao et al.) are also included in this Research Topic to provide new insights into the microecological environment of aquaculture systems.

In conclusion, the basic knowledge of bioengineering interfaces in aquaculture is important in designing and developing effective aquaculture systems. This Research Topic, which combines the latest research on the environmental demands of aquatic organisms, the development of aquacultural facilities & equipment and the knowledge of extensive aquaculture system, expands the horizons on aquaculture environment regulation and system engineering.

Author contributions

The author confirms being the sole contributor of this work and has approved it for publication.

Funding

This Editorial was sponsored by the National Natural Science Foundation of China (Grant Nos. 31972783 and 32172994), Key Scientific and Technological Grant of Zhejiang for Breeding New Agricultural Varieties (2021C02069-6), the Province Key Research and Development Program of Zhejiang (2021C02047), the China Agriculture Research System of MOF and MARA (China Agriculture Research System of Ministry of Finance and Ministry of Agriculture and Rural Affairs), the K. C. Wong Magna Fund of Ningbo University and the Scientific Research Foundation of the Graduate School of Ningbo University (IF2022152).

Acknowledgments

Thank Prof. Zhangying Ye and Dr. Dibo Liu for their contribution to this topic. Thank Dr. Hanying Xu for his help in preparing this editorial.

Conflict of interest

The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

Boeuf G., Payan P. (2001). How should salinity influence fish growth? Comp. Biochem. Physiol. C-Toxicology Pharmacol. 130 (4), 411–423. doi: 10.1016/S1532-0456(01)00268-X

CrossRef Full Text | Google Scholar

Campanati C., Willer D., Schubert J., Aldridge D. C. (2022). Sustainable intensification of aquaculture through nutrient recycling and circular economies: more fish, less waste, blue growth Rev. Fish. Sci. Aquac 30 (2), 143–169. doi: 10.1080/23308249.2021.1897520

CrossRef Full Text | Google Scholar

Chen W. J., Gao S. Y. (2023). Current status of industrialized aquaculture in China: a review. Environ. Sci. pollut. Res. 30 (12), 32278–32287. doi: 10.1007/s11356-023-25601-9

CrossRef Full Text | Google Scholar

Chen S. J., Liu J. H., Shi C., Migaud H., Ye Y. F., Song C. B., et al. (2023). Effect of photoperiod on growth, survival, and lipid metabolism of mud crab Scylla paramamosain juveniles. Aquaculture 567, 739279. doi: 10.1016/j.aquaculture.2023.739279

CrossRef Full Text | Google Scholar

Chen S. J., Migaud H., Shi C., Song C. B., Wang C. L., Ye Y. F., et al. (2021). Light intensity impacts on growth, molting and oxidative stress of juvenile mud crab Scylla paramamosain. Aquaculture 545, 737159. doi: 10.1016/j.aquaculture.2021.737159

CrossRef Full Text | Google Scholar

Chen S. J., Shi C., Migaud H., Song C. B., Mu C. K., Ye Y. F., et al. (2022). Light spectrum impacts on growth, molting, and oxidative stress response of the mud crab Scylla paramamosain. Front. Mar. Sci. 9. doi: 10.3389/fmars.2022.840353

PubMed Abstract | CrossRef Full Text | Google Scholar

Deane E. E., Woo N. Y. S. (2009). Modulation of fish growth hormone levels by salinity, temperature, pollutants and aquaculture related stress: a review. Rev. Fish Biol. Fisheries 19 (1), 97–120. doi: 10.1007/s11160-008-9091-0

CrossRef Full Text | Google Scholar

FAO (2022). The state of world fisheries and aquaculture 2022. towards blue transformation (Rome: FAO). doi: 10.4060/cc0461en

CrossRef Full Text | Google Scholar

Gao X. L., Li X. A., Zhang M., Wu F. C., Shi C., Liu Y. (2017). Effects of flow velocity on growth, food intake, body composition, and related gene expression of Haliotis discus hannai ino. Aquaculture 481, 48–57. doi: 10.1016/j.aquaculture.2017.08.023

CrossRef Full Text | Google Scholar

Hu X. L., Liu Y., Zhao Z. X., Liu J. T., Yang X. T., Sun C. H., et al. (2021). Real-time detection of uneaten feed pellets in underwater images for aquaculture using an improved YOLO-V4 network. Comput. Electron. Agric. 185, 106135. doi: 10.1016/j.compag.2021.106135

CrossRef Full Text | Google Scholar

Li H., Cui Z. G., Cui H. W., Bai Y., Yin Z. D., Qu K. M. (2023). Hazardous substances and their removal in recirculating aquaculture systems: a review. Aquaculture 569, 739399. doi: 10.1016/j.aquaculture.2023.739399

CrossRef Full Text | Google Scholar

Li N., Zhou J. M., Wang H., Wang C. L., Mu C. K., Shi C., et al. (2020). Effects of light intensity on growth performance, biochemical composition, fatty acid composition and energy metabolism of Scylla paramamosain during indoor overwintering. Aquaculture Rep. 18, 100443. doi: 10.1016/j.aqrep.2020.100443

CrossRef Full Text | Google Scholar

Liu J. H., Chen S. J., Ren Z. M., Ye Y. F., Wang C. L., Mu C. K., et al. (2022b). Effects of diurnal temperature fluctuations on growth performance, energy metabolism, stress response, and gut microbes of juvenile mud crab Scylla paramamosain. Front. Mar. Sci. 9. doi: 10.3389/fmars.2022.1076929

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu J. H., Shi C., Ye Y. F., Ma Z., Mu C. K., Ren Z. M., et al. (2022a). Effects of temperature on growth, molting, feed intake, and energy metabolism of individually cultured juvenile mud crab Scylla paramamosain in the recirculating aquaculture system. Water 14 (19), 2988. doi: 10.3390/w14192988

CrossRef Full Text | Google Scholar

Ma X. C., Zhang G. L., Gao G. C., Wang C. L., Mu C. K., Ye Y. F., et al. (2021). Effects of tank color on growth, stress and carapace color of juvenile mud crab Scylla paramamosain. J. Ningbo Univ. (NSEE) 34 (6), 43–49.

Google Scholar

McLean E. (2021). Fish tank color: an overview. Aquaculture 530, 735750. doi: 10.1016/j.aquaculture.2020.735750

CrossRef Full Text | Google Scholar

Ruchin A. B. (2021). Effect of illumination on fish and amphibian: development, growth, physiological and biochemical processes. Rev. Aquaculture 13 (1), 567–600. doi: 10.1111/raq.12487

CrossRef Full Text | Google Scholar

Shi C., Wang J. C., Peng K. W., Mu C. K., Ye Y. F., Wang C. L. (2019). The effect of tank colour on background preference, survival and development of larval swimming crab Portunus trituberculatus. Aquaculture 504, 454–461. doi: 10.1016/j.aquaculture.2019.01.032

CrossRef Full Text | Google Scholar

Tierney T. W., Fleckenstein L. J., Ray A. J. (2020). The effects of density and artificial substrate on intensive shrimp Litopenaeus vannamei nursery production. Aquacultural Eng. 89, 102063. doi: 10.1016/j.aquaeng.2020.102063

CrossRef Full Text | Google Scholar

Waldrop T., Summerfelt S., Mazik P., Kenney P. B., Good C. (2020). The effects of swimming exercise and dissolved oxygen on growth performance, fin condition and survival of rainbow trout Oncorhynchus mykiss. Aquaculture Res. 51 (6), 2582–2589. doi: 10.1111/are.14600

CrossRef Full Text | Google Scholar

Wang J. C., Peng K. W., Lu H. D., Li R. H., Song W. W., Liu L., et al. (2019). The effect of tank colour on growth performance, stress response and carapace colour of juvenile swimming crab Portunus trituberculatus. Aquaculture Res. 50 (9), 2735–2742. doi: 10.1111/are.14224

CrossRef Full Text | Google Scholar

Xiao R. C., Wei Y. G., An D., Li D. L., Ta X. X., Wu Y. H., et al. (2019). A review on the research status and development trend of equipment in water treatment processes of recirculating aquaculture systems. Rev. Aquaculture 11 (3), 863–895. doi: 10.1111/raq.12270

CrossRef Full Text | Google Scholar

Xu H. Y., Dou J., Wu Q. Y., Ye Y. F., Song C. B., Mu C. K., et al. (2022b). Investigation of the light intensity effect on growth, molting, hemolymph lipid, and antioxidant capacity of juvenile swimming crab Portunus trituberculatus. Front. Mar. Sci. 9. doi: 10.3389/fmars.2022.922021

PubMed Abstract | CrossRef Full Text | Google Scholar

Xu H. Y., Dou J., Wu Q. Y., Ye Y. F., Wang C. L., Song C. B., et al. (2022a). Photoperiod affects the survival rate but not the development of larval swimming crab Portunus trituberculatus. Aquaculture Int. 30 (4), 1769–1778. doi: 10.1007/s10499-022-00875-x

CrossRef Full Text | Google Scholar

Xu H. Y., Shi C., Ye Y. F., Song C. B., Mu C. K., Wang C. L. (2022c). Time-restricted feeding could not reduce rainbow trout lipid deposition induced by artificial night light. Metabolites 12, 904. doi: 10.3390/metabo12100904

PubMed Abstract | CrossRef Full Text | Google Scholar

Yang X. T., Zhang S., Liu J. T., Gao Q. F., Dong S. L., Zhou C. (2021). Deep learning for smart fish farming: applications, opportunities and challenges. Rev. Aquaculture 13 (1), 66–90. doi: 10.1111/raq.12464

CrossRef Full Text | Google Scholar

Yu K. J., Shi C., Liu X. Z., Ye Y. F., Wang C. L., Mu C. K., et al. (2022). Tank bottom area influences the growth, molting, stress response, and antioxidant capacity of juvenile mud crab Scylla paramamosain. Aquaculture 548, 737705. doi: 10.1016/j.aquaculture.2021.737705

CrossRef Full Text | Google Scholar

Yu K. J., Shi C., Ye Y. F., Li R. H., Mu C. K., Ren Z. M., et al. (2023). The effects of overwintering temperature on the survival of female adult mud crab, Scylla paramamosain, under recirculating aquaculture systems as examined by histological analysis of the hepatopancreas and expression of apoptosis-related genes. Aquaculture 565, 739080. doi: 10.1016/j.aquaculture.2022.739080

CrossRef Full Text | Google Scholar

Zhang W. B., Belton B., Edwards P., Henriksson P. J. G., Little D. C., Newton R., et al. (2022a). Aquaculture will continue to depend more on land than sea. Nature 603 (7900), E2–E4. doi: 10.1038/s41586-021-04331-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang F. F., Zhang S., Ren Z. M., Song C. B., Ye Y. F., Mu C. K., et al. (2022b). Light spectrum impacts on development respiratory metabolism and antioxidant capacity of larval swimming crab Portunus trituberculatus. Front. Mar. Sci. 9. doi: 10.3389/fmars.2022.1071469

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao Z. J., Ding A. X., Ren Z. M., Shi C., Mu C. K., Wang C. L., et al. (2023b). Effects of flow velocity on growth, stress and glucose metabolism of mud crab Scylla paramamosain. J. Ningbo Univ. (NSEE) 36 (2), 9–14.

Google Scholar

Zhao Y., Dou J., Xu H. Y., Ma Z., Ye Y. F., Mu C. K., et al. (2023a). Light intensity and photoperiod interaction affects the survival, development, molting and apoptosis-related genes of swimming crab Portunus trituberculatus larvae. Fishes 8, 221. doi: 10.3390/fishes8050221

CrossRef Full Text | Google Scholar

Keywords: aquaculture, recirculating aquaculture system, environment regulation, intelligent equipment, behavior

Citation: Shi C (2023) Editorial: Aquaculture environment regulation and system engineering. Front. Mar. Sci. 10:1236868. doi: 10.3389/fmars.2023.1236868

Received: 08 June 2023; Accepted: 15 June 2023;
Published: 27 June 2023.

Edited and Reviewed by:

Yngvar Olsen, Norwegian University of Science and Technology, Norway

Copyright © 2023 Shi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Ce Shi, shice3210@126.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.