International Journal of Marine Science, 2026, Vol.16, No.4, 217-230 http://www.aquapublisher.com/index.php/ijms 229 Elmessery W.M., Abdallah S.E., Oraiath A.A.T., Espinosa V., Abuhussein M.F.A., Szűcs P., Eid M.H., El-Shinawy D.M., Aljumayi H., Mahmoud S.F., and Elwakeel A.E., 2025, A deep deterministic policy gradient approach for optimizing feeding rates and water quality management in recirculating aquaculture systems, Aquaculture International, 33(4): 253. https://doi.org/10.1007/s10499-025-01914-z Flores-Iwasaki M., Guadalupe G.A., Pachas-Caycho M., Chapa-Gonza S., Mori-Zabarburú R.C., and Guerrero-Abad J., 2025, Internet of Things (IoT) sensors for water quality monitoring in aquaculture systems: A systematic review and bibliometric analysis, AgriEngineering, 7(3): 78. https://doi.org/10.3390/agriengineering7030078 Grandez-Yoplac D.E., Pachas-Caycho M., Cristobal J., Chapa-Gonza S., Mori-Zabarburú R.C., and Guadalupe G.A., 2025, Recirculating aquaculture systems (RAS) for cultivating Oncorhynchus mykiss and the potential for IoT integration: A systematic review and bibliometric analysis, Sustainability, 17(15): 6729. https://doi.org/10.3390/su17156729 Gupta S., Makridis P., Henry I., Velle-George M., Ribicic D., Bhatnagar A., Skalska-Tuomi K., Daneshvar E., Ciani E., Persson D., and Netzer R., 2024, Recent developments in recirculating aquaculture systems: A review, Aquaculture Research, 2024(1): 6096671. https://doi.org/10.1155/are/6096671 Holan A.B., Good C., and Powell M., 2020, Health management in recirculating aquaculture systems (RAS), In Aquaculture Health Management: Fish Health and Veterinary Medicine, 2020: 281-318. https://doi.org/10.1016/B978-0-12-813359-0.00009-9 Huang Y.P. and Khabusi S.P., 2025, Artificial intelligence of things (AIoT) advances in aquaculture: A review, Processes, 13(1): 73. https://doi.org/10.3390/pr13010073 Islam S.I., Ahammad F., and Mohammed H.H., 2024, Cutting-edge technologies for detecting and controlling fish diseases: Current status, outlook, and challenges, Journal of the World Aquaculture Society, 55(2): e13051. https://doi.org/10.1111/jwas.13051 Jongjaraunsuk R., Taparhudee W., and Suwannasing P., 2024, Comparison of water quality prediction for red tilapia aquaculture in an outdoor recirculation system using deep learning and a hybrid model, Water, 16(6): 907. https://doi.org/10.3390/w16060907 Kamali S., Ward V., and Ricardez-Sandoval L., 2022, Dynamic modeling of recirculating aquaculture systems: Effect of management strategies and water quality parameters on fish performance, Aquacultural Engineering, 99: 102294. https://doi.org/10.1016/j.aquaeng.2022.102294 Kari A.Z., 2025, Nutritional immunomodulation in aquaculture: Functional nutrients, stress resilience, and sustainable health strategies, Aquaculture International, 33(6): 441. https://doi.org/10.1007/s10499-025-02122-5 Li D., Zou M., and Jiang L., 2022, Dissolved oxygen control strategies for water treatment: A review, Water Science and Technology, 86(6): 1444-1466. https://doi.org/10.2166/wst.2022.281 Libao F.J.D., Villaverde O.S.M., De Luna N.A.P.U., Comedia V.J.G., Luna M.O., Atienza A.M.C., and Espeña G.D., 2024, Automated control and IoT-based water quality monitoring system for a Molobicus tilapia recirculating aquaculture system (RAS), 2024 IEEE Conference on Technologies for Sustainability (SusTech), 2024: 410-415. https://doi.org/10.1109/SusTech60925.2024.10553538 Lindholm-Lehto P., Pulkkinen J., Kiuru T., Koskela J., and Vielma J., 2020, Water quality in recirculating aquaculture system using woodchip denitrification and slow sand filtration, Environmental Science and Pollution Research, 27(14): 17314-17328. https://doi.org/10.1007/s11356-020-08196-3 Malandrakis E., 2025, Design and implementation of a cost-effective IoT-based monitoring and alerting system for recirculating aquaculture systems (RAS), Sensors, 25(21): 6692. https://doi.org/10.3390/s25216692 Matkarimov I., Hwsein R.R., Matyakubov M., Bhaskaran B., Eshbekova D., and Vij P., 2025, Intelligent IoT-enabled data analytics and monitoring framework for smart freshwater recirculating aquaculture systems, International Journal of Aquatic Research and Environmental Studies, 2025: 22-29. https://doi.org/10.70102/ijares/v5s1/5-s1-03 Mota V., Striberny A., Verstege G.C., Difford G., and Lazado C., 2022, Evaluation of a recirculating aquaculture system research facility designed to address current knowledge needs in Atlantic salmon production, Frontiers in Animal Science, 3: 876504. https://doi.org/10.3389/fanim.2022.876504 Ng T.H., Sobana M., Chew X.Z., Madhaven T.N.D., Chow J.W., Low A., Seedorf H., and Gomes B.G., 2024, Dissecting the heat stress altering immune responses and skin microbiota in fish in a recirculating aquaculture system in Singapore, bioRxiv, 2024: 2024.01.02.573918. https://doi.org/10.1101/2024.01.02.573918 Pepe-Victoriano R., Pepe-Vargas P., Pérez-Aravena A., Aravena-Ambrosetti H., Huanacuni J.I., Méndez-Abarca F., Olivares-Cantillano G., Acosta-Angulo O., and Espinoza-Ramos L., 2025, Evaluation of water quality in the production of rainbow trout (Oncorhynchus mykiss) in a recirculating aquaculture system (RAS) in the Precordilleran Region of Northern Chile, Water, 17(11): 1685. https://doi.org/10.3390/w17111685
RkJQdWJsaXNoZXIy MjQ4ODYzNA==