Performance of Pilot Scale Aquaponic System Supported by Phenotypic Assessment Using Nile Tilapia (Oreochromis niloticus) Wastewater and Blue Mussel Meal as Fish Feed
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Design and Treatments
2.2. Water Quality
2.3. Fish Growth, Biometrics, and Cortisol Analysis
2.4. Plant Growth Measurements
2.5. Phenotypic Assessment of Plants
2.6. Microbial Analysis
2.7. Ethical Conditions
2.8. Statistical Analysis
3. Results
3.1. Water Parameters
3.2. Fish Growth, Biometrics, and Cortisol Analyses
3.3. Plant Growth
3.4. Phenotypic Assessment of the Plant
3.5. Microbial Quality
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- FAO. The State of World Fisheries and Aquaculture 2024—Blue Transformation in Action; FAO: Rome, Italy, 2024; 264p. [Google Scholar]
- Klinger, D.; Naylor, R. Searching for solutions in aquaculture: Charting a sustainable course. Annu. Rev. Environ. Resour. 2012, 37, 247–276. [Google Scholar] [CrossRef]
- Searchinger, T.; Waite, R.; Hanson, C.; Ranganathan, J.; Dumas, P.; Matthews, E.; Klirs, C. Creating A Sustainable Food Future: A Menu of Solutions to Feed Nearly 10 Billion People By 2050; WRI: Washington, DC, USA, 2019. [Google Scholar]
- Goddek, S.; Joyce, A.; Kotzen, B.; Dos-Santos, M. Aquaponics and Global Food Challenges, In Aquaponics Food Production Systems: Combined Aquaculture and Hydroponic Production Technologies for the Future; Springer International Publishing: Cham, Switzerland, 2019; pp. 3–17. [Google Scholar]
- Diver, S.; Rinehart, L. Aquaponics-Integration of hydroponics with aquaculture. Appropr. Technol. Transf. Rural. Areas 2010, IP163, Slot 54, Version 033010, 28p. [Google Scholar]
- Wongkiew, S.; Hu, Z.; Chandran, K.; Lee, J.W.; Khanal, S.K. Nitrogen transformations in aquaponic systems: A review. Aquac. Eng. 2017, 76, 9–19. [Google Scholar] [CrossRef]
- Somerville, C.; Cohen, M.; Pantanella, E.; Stankus, A.; Lovatelli, A. Small-Scale Aquaponic Food Production: Integrated Fish and Plant Farming; Fisheries and Aquaculture Technical Paper; FAO: Rome, Italy, 2014; 288p. [Google Scholar]
- Eck, M.; Körner, O.; Jijakli, M.H. Nutrient Cycling in Aquaponics Systems. In Aquaponics Food Production Systems: Combined Aquaculture and Hydroponic Production Technologies for the Future; Springer International Publishing: Cham, Switzerland, 2019; pp. 231–246. [Google Scholar]
- Van Rijn, J. Waste treatment in recirculating aquaculture systems. Aquac. Eng. 2013, 53, 49–56. [Google Scholar] [CrossRef]
- Marschner, H. Marschner’s Mineral Nutrition of Higher Plants; Academic Press: Cambridge, MA, USA, 2011. [Google Scholar]
- Nishanth, D.; Somanathan Nair, C.; Manoharan, R.; Subramanian, R.; Salim, I.; Maqsood, S.; Jaleel, A. Current Technologies for Nutrient Recovery in Aquaponic Systems: A Review. Front. Sustain. Food Syst. 2025, 9, 1681638. [Google Scholar] [CrossRef]
- Robaina, L.; Pirhonen, J.; Mente, E.; Sánchez, J.; Goosen, N. Fish Diets in Aquaponics. In Aquaponics Food Production Systems: Combined Aquaculture and Hydroponic Production Technologies for the Future; Springer International Publishing: Cham, Switzerland, 2019; pp. 333–352. [Google Scholar]
- Kasozi, N.; Tandlich, R.; Fick, M.; Kaiser, H.; Wilhelmi, B. Iron supplementation and management in aquaponic systems: A review. Aquac. Rep. 2019, 15, 100221. [Google Scholar] [CrossRef]
- Goddek, S.; Delaide, B.; Mankasingh, U.; Ragnarsdottir, K.V.; Jijakli, H.; Thorarinsdottir, R. Challenges of sustainable and commercial aquaponics. Sustainability 2015, 7, 4199–4224. [Google Scholar] [CrossRef]
- Aas, T.S.; Åsgård, T.; Ytrestøyl, T. Utilization of feed resources in the production of Atlantic salmon (Salmo salar) in Norway: An update for 2020. Aquac. Rep. 2022, 26, 101316. [Google Scholar] [CrossRef]
- FAO. The State of Food and Agriculture 2020: Overcoming Water Challenges in Agriculture; FAO: Rome, Italy, 2020. [Google Scholar]
- Jannathulla, R.; Rajaram, V.; Kalanjiam, R.; Ambasankar, K.; Muralidhar, M.; Dayal, J.S. Fishmeal availability in the scenarios of climate change: Inevitability of fishmeal replacement in aquafeeds and approaches for the utilization of plant protein sources. Aquac. Res. 2019, 50, 3493–3506. [Google Scholar] [CrossRef]
- Little, D.C.; Newton, R.; Beveridge, M. Aquaculture: A rapidly growing and significant source of sustainable food? Status, transitions and potential. Proc. Nutr. Soc. 2016, 75, 274–286. [Google Scholar] [CrossRef]
- Zlaugotne, B.; Pubule, J.; Blumberga, D. Advantages and disadvantages of using more sustainable ingredients in fish feed. Heliyon 2022, 8, e10527. [Google Scholar] [CrossRef] [PubMed]
- Agboola, J.O.; Øverland, M.; Skrede, A.; Hansen, J.Ø. Yeast as major protein-rich ingredient in aquafeeds: A review of the implications for aquaculture production. Rev. Aquac. 2021, 13, 949–970. [Google Scholar] [CrossRef]
- Warwas, N.; Vilg, J.V.; Langeland, M.; Roques, J.A.C.; Hinchcliffe, J.; Sundh, H.; Undeland, I.; Sundell, K. Marine yeast (Candida sake) cultured on herring brine side streams is a promising feed ingredient and omega-3 source for rainbow trout (Oncorhynchus mykiss). Aquaculture 2023, 571, 739448. [Google Scholar] [CrossRef]
- Alfiko, Y.; Xie, D.; Astuti, R.T.; Wong, J.; Wang, L. Insects as a feed ingredient for fish culture: Status and trends. Aquac. Fish. 2022, 7, 166–178. [Google Scholar] [CrossRef]
- Biancarosa, I. Insects Reared on Seaweed as Novel Feed Ingredients for Atlantic Salmon (Salmo Salar): Investigating the Transfer of Essential Nutrients and Undesirable Substances Along the Seaweed-Insect-Fish Food Chain. Ph.D. Thesis, University of Bergen, Bergen, Norway, 2020. [Google Scholar]
- Vidakovic, A.; Langeland, M.; Sundh, H.; Sundell, K.; Olstorpe, M.; Vielma, J.; Kiessling, A.; Lundh, T. Evaluation of growth performance and intestinal barrier function in Arctic Charr (Salvelinus alpinus) fed yeast (Saccharomyces cerevisiae), fungi (Rhizopus oryzae) and blue mussel (Mytilus edulis). Aquac. Nutr. 2016, 22, 1348–1360. [Google Scholar] [CrossRef]
- Warwas, N.; Berdan, E.L.; Xie, X.; Jönsson, E.; Roques, J.A.C.; Doyle, D.; Langeland, M.; Hinchcliffe, J.; Pavia, H.; Sundell, K. Seaweed Fly Larvae Cultivated on Macroalgae Side Streams: A Novel Marine Protein and Omega-3 Source for Rainbow Trout. Aquac. Nutr. 2024, 2024, 4221883. [Google Scholar] [CrossRef]
- Vidakovic, A. Fungal and Mussel Protein Sources in Fish Feed: Nutritional and Physiological Aspects. Ph.D. Thesis, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden, 2015. [Google Scholar]
- Thomas, J.B.E.; Sinha, R.; Strand, Å.; Söderqvist, T.; Stadmark, J.; Franzén, F.; Ingmansson, I.; Gröndahl, F.; Hasselström, L. Marine biomass for a circular blue-green bioeconomy? A life cycle perspective on closing nitrogen and phosphorus land-marine loops. J. Ind. Ecol. 2022, 26, 2136–2153. [Google Scholar] [CrossRef]
- Lindahl, O.; Hart, R.; Hernroth, B.; Kollberg, S.; Loo, L.-O.; Olrog, L.; Rehnstam-Holm, A.-S.; Svensson, J.; Svensson, S.; Syversen, U. Improving marine water quality by mussel farming: A profitable solution for Swedish society. AMBIO J. Hum. Environ. 2005, 34, 131–138. [Google Scholar] [CrossRef]
- Jusadi, D.; Aprilia, T.; Setiawati, M.; Suprayudi, M.A.; Ekasari, J. Dietary supplementation of fulvic acid for growth improvement and prevention of heavy metal accumulation in Nile tilapia fed with green mussel. Egypt. J. Aquat. Res. 2020, 46, 295–301. [Google Scholar] [CrossRef]
- Hinchcliffe, J. Circular Economy Approach for Sustainable Feed in Swedish Aquaculture: A Nutrition and Physiology Perspective. Ph.D. Thesis, University of Gothenburg, Gothenburg, Sweden, 2019. [Google Scholar]
- Azad, A.M.; Bernhard, A.; Shen, A.; Myrmel, L.S.; Lundebye, A.-K.; Lecaudey, L.A.; Fjære, E.; Ho, Q.T.; Sveier, H.; Kristiansen, K.; et al. Metabolic effects of diet containing blue mussel (Mytilus edulis) and blue mussel-fed salmon in a mouse model of obesity. Food Res. Int. 2023, 169, 112927. [Google Scholar] [CrossRef] [PubMed]
- Jaeger, C.; Corraze, G.; Gayet, V.; Larroquet, L.; Surget, A.; Terrier, F.; Aubin, J. Discarded blue mussel (Mytilus edulis): A feed ingredient that maintains growth performance of juvenile gilthead seabream (Sparus aurata) while fishmeal and fish oil are removed. J. Appl. Aquac. 2024, 37, 264–280. [Google Scholar] [CrossRef]
- Nagel, F.; von Danwitz, A.; Schlachter, M.; Kroeckel, S.; Wagner, C.; Schulz, C. Blue mussel meal as feed attractant in rapeseed protein-based diets for turbot (Psetta maxima L.). Aquac. Res. 2014, 45, 1964–1978. [Google Scholar] [CrossRef]
- Shah, S.H. Monitoring the Photosynthetic Traits of Plants Grown under the Influence of Soil Salinity and Nutrient Stress. Ph.D Thesis, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia, 2019. [Google Scholar]
- Hoagland, D.; Arnon, D. The water-culture method for growing plants without soil. Calif. Agric. Exp. Stn. 1938, 347, 39. [Google Scholar]
- Young, G. Cortisol secretion in vitro by the interrenal of coho salmon (Oncorhynchus kisutch) during smoltification relationship with plasma thyroxine and plasma cortisol. Gen. Comp. Endocrinol. 1986, 63, 191–200. [Google Scholar] [CrossRef]
- Sundh, H.; Calabrese, S.; Jutfelt, F.; Niklasson, L.; Olsen, R.-E.; Sundell, K. Translocation of infectious pancreatic necrosis virus across the intestinal epithelium of Atlantic salmon (Salmo salar L.). Aquaculture 2011, 321, 85–92. [Google Scholar] [CrossRef]
- Odilbekov, F.; Armoniené, R.; Henriksson, T.; Chawade, A. Proximal phenotyping and machine learning methods to identify Septoria tritici blotch disease symptoms in wheat. Front. Plant Sci. 2018, 9, 685. [Google Scholar] [CrossRef]
- Leiva, F.; Vallenback, P.; Ekblad, T.; Johansson, E.; Chawade, A. Phenocave: An automated, standalone, and affordable phenotyping system for controlled growth conditions. Plants 2021, 10, 1817. [Google Scholar] [CrossRef]
- Lindsay, E.A.; Colloff, M.J.; Gibb, N.L.; Wakelin, S.A. The abundance of microbial functional genes in grassy woodlands is influenced more by soil nutrient enrichment than by recent weed invasion or livestock exclusion. Appl. Environ. Microbiol. 2010, 76, 5547–5555. [Google Scholar] [CrossRef]
- Khalil, S.; Panda, P.; Ghadamgahi, F.; Barreiro, A.; Rosberg, A.K.; Karlsson, M.; Vetukuri, R.R. Microbial potential of spent mushroom compost and oyster substrate in horticulture: Diversity, function, and sustainable plant growth solutions. J. Environ. Manag. 2024, 357, 120654. [Google Scholar] [CrossRef] [PubMed]
- Wang, Y.-J.; Deering, A.J.; Kim, H.-J. The occurrence of shiga toxin-producing E. coli in aquaponic and hydroponic systems. Horticulturae 2020, 6, 1. [Google Scholar] [CrossRef]
- Kong, J.; Fan, C.; Liao, X.; Chen, A.; Yang, S.; Zhao, L.; Li, H. Accurate detection of Escherichia coli O157: H7 and Salmonella enterica serovar typhimurium based on the combination of next-generation sequencing and droplet digital PCR. LWT 2022, 168, 113913. [Google Scholar] [CrossRef]
- Karlsson, M.E.; Forsberg, G.; Rosberg, A.K.; Thaning, C.; Alsanius, B. Impact of thermal seed treatment on spermosphere microbiome, metabolome and viability of winter wheat. Sci. Rep. 2024, 14, 27197. [Google Scholar] [CrossRef] [PubMed]
- Atwood, H.; Fontenot, Q.; Tomasso, J.; Isely, J. Toxicity of nitrite to Nile tilapia: Effect of fish size and environmental chloride. N. Am. J. Aquac. 2001, 63, 49–51. [Google Scholar] [CrossRef]
- Rahman, M.; Haque, M.; Alam, M.; Flura, M. A study on the specific growth rate (SGR) at different stages of Tilapia (Oreochromis niloticus) production cycle in tank based aquaculture system. Int. J. Aquac. Fish. Sci. 2022, 8, 59–65. [Google Scholar] [CrossRef]
- Wainaina, M.; Opiyo, M.A.; Charo-Karisa, H.; Orina, P.; Nyonje, B. On-farm assessment of different fingerling sizes of nile Tilapia (Oreochromis niloticus) on growth performance, survival and yield. Aquac. Stud. 2022, 23, AQUAST900. [Google Scholar] [CrossRef]
- Amin, M.; Musdalifah, L.; Ali, M. Growth performances of Nile Tilapia, Oreochromis niloticus, reared in recirculating aquaculture and active suspension systems. In IOP Conference Series: Earth and Environmental Science; IOP Publishing: Bristol, UK, 2020. [Google Scholar]
- Estim, A.; Saufie, S.; Mustafa, S. Water quality remediation using aquaponics sub-systems as biological and mechanical filters in aquaculture. J. Water Process Eng. 2019, 30, 100566. [Google Scholar] [CrossRef]
- Félix-Cuencas, L.; García-Trejo, J.F.; López-Tejeida, S.; León-Ramírez, J.J.d.; Soto-Zarazúa, G.M. Effect of three productive stages of tilapia (Oreochromis niloticus) under hyper-intensive recirculation aquaculture system on the growth of tomato (Solanum lycopersicum). Lat. Am. J. Aquat. Res. 2021, 49, 689–701. [Google Scholar] [CrossRef]
- Al Tawaha, A.R.; Wahab, P.E.M.; Jaafar, H.B.; Zuan, A.T.K.; Hassan, M.Z. Effects of fish stocking density on water quality, growth performance of tilapia and yield of butterhead Lettuce grown in decoupled recirculation aquaponic systems. J. Ecol. Eng. 2021, 22, 8–19. [Google Scholar] [CrossRef]
- Effendi, H.; Wahyuningsih, S.; Wardiatno, Y. The use of nile tilapia (Oreochromis niloticus) cultivation wastewater for the production of romaine lettuce (Lactuca sativa L. var. longifolia) in water recirculation system. Appl. Water Sci. 2017, 7, 3055–3063. [Google Scholar] [CrossRef]
- Gullian-Klanian, M.; Arámburu-Adame, C. Performance of Nile tilapia Oreochromis niloticus fingerlings in a hyper-intensive recirculating aquaculture system with low water exchange. Lat. Am. J. Aquat. Res. 2013, 41, 150–162. [Google Scholar] [CrossRef]
- Schulz, C.; Wickert, M.; Kijora, C.; Ogunji, J.; Rennert, B. Evaluation of pea protein isolate as alternative protein source in diets for juvenile tilapia (Oreochromis niloticus). Aquac. Res. 2007, 38, 537–545. [Google Scholar] [CrossRef]
- Mengistu, S.B.; Mulder, H.A.; Benzie, J.A.; Komen, H. A systematic literature review of the major factors causing yield gap by affecting growth, feed conversion ratio and survival in Nile tilapia (Oreochromis niloticus). Rev. Aquac. 2020, 12, 524–541. [Google Scholar] [CrossRef]
- Thoa, N.P.; Ninh, N.H.; Knibb, W.; Nguyen, N.H. Does selection in a challenging environment produce Nile tilapia genotypes that can thrive in a range of production systems? Sci. Rep. 2016, 6, 21486. [Google Scholar] [CrossRef]
- Popma, T.; Masser, M. Tilapia Life History and Biology; Southern Regional Aquaculture Center: Stoneville, MS, USA, 1999. [Google Scholar]
- Loyless, J.C.; Malone, R.F. A sodium bicarbonate dosing methodology for pH management in freshwater-recirculating aquaculture systems. Progress. Fish-Cult. 1997, 59, 198–205. [Google Scholar] [CrossRef]
- Berge, G.M.; Austreng, E. Blue mussel in feed for rainbow trout. Aquaculture 1989, 81, 79–90. [Google Scholar] [CrossRef]
- Kikuchi, K.; Sakaguchi, I. Blue mussel as ingredient in the diet of juvenile Japanese flounder. Fish. Sci. 1997, 63, 837–838. [Google Scholar] [CrossRef]
- Weiss, M.; Buck, B.H. Partial replacement of fishmeal in diets for turbot (Scophthalmus maximus, Linnaeus, 1758) culture using blue mussel (Mytilus edulis, Linneus, 1758) meat. J. Appl. Ichthyol. 2017, 33, 354–360. [Google Scholar] [CrossRef]
- Øverland, M.; Sørensen, M.; Storebakken, T.; Penn, M.; Krogdahl, Å.; Skrede, A. Pea protein concentrate substituting fish meal or soybean meal in diets for Atlantic salmon (Salmo salar)—Effect on growth performance, nutrient digestibility, carcass composition, gut health, and physical feed quality. Aquaculture 2009, 288, 305–311. [Google Scholar] [CrossRef]
- Pereira, T.G.; Oliva-Teles, A. Preliminary evaluation of pea seed meal in diets for gilthead sea bream (Sparus aurata) juveniles. Aquac. Res. 2002, 33, 1183–1189. [Google Scholar] [CrossRef]
- Thiessen, D.; Campbell, G.; Adelizi, P. Digestibility and growth performance of juvenile rainbow trout (Oncorhynchus mykiss) fed with pea and canola products. Aquac. Nutr. 2003, 9, 67–75. [Google Scholar] [CrossRef]
- Tibaldi, E.; Tulli, F.; Messina, M.; Franchin, C.; Badini, E. Pea protein concentrate as a substitute for fish meal protein in sea bass diet. Ital. J. Anim. Sci. 2005, 4, 597–599. [Google Scholar] [CrossRef]
- Balm, P.; Lambert, J.; Bonga, S.W. Corticosteroid biosynthesis in the interrenal cells of the teleost fish, Oreochromis mossambicus. Gen. Comp. Endocrinol. 1989, 76, 53–62. [Google Scholar] [CrossRef]
- Volpato, G.L.; Barreto, R. Environmental blue light prevents stress in the fish Nile tilapia. Braz. J. Med. Biol. Res. 2001, 34, 1041–1045. [Google Scholar] [CrossRef]
- E Silva, M.L.R.; Pereira, R.T.; Arvigo, A.L.; Zanuzzo, F.S.; Barreto, R.E. Effects of water flow on ventilation rate and plasma cortisol in Nile tilapia introduced into novel environment. Aquac. Rep. 2020, 18, 100531. [Google Scholar] [CrossRef]
- Corrêa, S.A.; Fernandes, M.; Iseki, K.K.; Negrão, J.A. Effect of the establishment of dominance relationships on cortisol and other metabolic parameters in Nile tilapia (Oreochromis niloticus). Braz. J. Med. Biol. Res. 2003, 36, 1725–1731. [Google Scholar] [CrossRef]
- Enduta, A.; Jusoh, A.; Ali, N.A.; Nik, W.W. Nutrient removal from aquaculture wastewater by vegetable production in aquaponics recirculation system. Desalination Water Treat. 2011, 32, 422–430. [Google Scholar] [CrossRef]
- Mota, V.C.; Limbu, P.; Martins, C.I.; Eding, E.H.; Verreth, J.A. The effect of nearly closed RAS on the feed intake and growth of Nile tilapia (Oreochromis niloticus), African catfish (Clarias gariepinus) and European eel (Anguilla anguilla). Aquac. Eng. 2015, 68, 1–5. [Google Scholar] [CrossRef]
- Bunyuth, Y.; Mardy, S. Hydroponic systems: An overview of benefits, challenges, and future prospects. Indones. J. Soc. Econ. Agric. Policy 2024, 1, 10–18. [Google Scholar]
- Ru, D.; Liu, J.; Hu, Z.; Zou, Y.; Jiang, L.; Cheng, X.; Lv, Z. Improvement of aquaponic performance through micro-and macro-nutrient addition. Environ. Sci. Pollut. Res. 2017, 24, 16328–16335. [Google Scholar] [CrossRef]
- Jaszczuk, Z.M.; Brysiewicz, A.; Kozioł, A.; Auriga, A.; Brestic, M.; Kalaji, H.M. Does fish stocking rate affect the photosynthesis of Lactuca sativa grown in an aquaponic system? J. Water Land Dev. 2023, 58, 243–252. [Google Scholar] [CrossRef]
- Taha, M.F.; Mao, H.; Wang, Y.; ElManawy, A.I.; Elmasry, G.; Wu, L.; Memon, M.S.; Niu, Z.; Huang, T.; Qiu, Z. High-throughput analysis of leaf chlorophyll content in aquaponically grown lettuce using hyperspectral reflectance and RGB images. Plants 2024, 13, 392. [Google Scholar] [CrossRef] [PubMed]
- Rasidi. Potential utilization of mussel meals as an alternative fish feed raw material for aquaculture. IOP Conf. Ser. Earth Environ. Sci. 2022, 1119, 012063. [Google Scholar] [CrossRef]
- Khalil, S.; Beatrix, W.A. Effect of growing medium water content on the biological control of root pathogens in a closed soilless system. J. Hortic. Sci. Biotechnol. 2011, 86, 298–304. [Google Scholar] [CrossRef]
- Dorick, J.; Hayden, M.; Smith, M.; Blanchard, C.; Monu, E.; Wells, D.; Huang, T.-S. Evaluation of Escherichia coli and coliforms in aquaponic water for produce irrigation. Food Microbiol. 2021, 99, 103801. [Google Scholar] [CrossRef] [PubMed]


| Feed Ingredient (%) | CF | MPF |
| Fishmeal | 9.60 | - |
| Maize meal | 11.04 | 5.00 |
| Wheat gluten | 10.00 | 10.00 |
| Wheat meal | 18.25 | 18.00 |
| Potato starch | 3.00 | 1.00 |
| Fish oil | - | - |
| Rapeseed oil | 3.00 | 1.73 |
| Wheat bran | - | 9.11 |
| Poultry meal | 17.00 | 17.00 |
| Guar gum Suncol 205 | 2.00 | 2.00 |
| Pea concentrate (AMN-30835 IAAFD) | - | 15.50 |
| Soy protein concentrate | 23.00 | - |
| Baltic mussel meal | - | 17.90 |
| Choline chloride | 0.01 | 0.01 |
| Vitamin mineral premix | 1.00 | 1.00 |
| Lysine sulfate | 0.30 | - |
| DL-methionine | 0.30 | 0.25 |
| Monocalcium phosphate | 1.50 | 1.50 |
| Total | 100.00 | 100.00 |
| Nutritional composition | CF | MPF |
| Crude protein (%) | 42.66 | 42.83 |
| Digestible protein (%) | 38.39 | 38.11 |
| Gross energy (MJ kg−1) | 18.13 | 18.59 |
| Digestible energy (MJ kg−1) | 15.32 | 15.19 |
| Crude fat (%) | 7.62 | 7.61 |
| Lysine (g kg−1) | 25.79 | 28.43 |
| Methionine (g kg−1) | 10.15 | 10.42 |
| Phosphorous (%) | 1.38 | 1.26 |
| DP:DE | 2.51 | 2.51 |
| Digestible phosphorous | 0.97 | 0.89 |
| Iron (Fe) | 76.84 | 72.71 |
| Magnesium (Mg) | 0.13 | 0.14 |
| CF | Aquaponic | RAS | Hydroponic | p-Value |
| Temperature (°C) | 25.77 (0.27) a | 25.41 (0.13) a | 21.48 (0.29) b | F(2, 6) = 294.535, p < 0.001 |
| pH | 5.95 (0.10) a | 6.12 (0.09) a | 4.26 (0.11) b | F(2, 6) = 302.282, p < 0.001 |
| EC (mS cm−1) | 0.43 (0.01) a | 0.41 (0.02) a | 2.08 (0.03) b | F(2, 6) = 8639.550, p < 0.001 |
| TDS (mg L−1) | 218.52 (2.16) a | 210.63 (3.61) a | 1045.35 (19.26) b | F(2, 6) = 10,289.663, p < 0.001 |
| MPF | Aquaponic | RAS | Hydroponic | p-Value |
| Temperature (°C) | 25.82 (0.30) a | 25.66 (0.16) a | 21.47 (0.27) b | F(2, 6) = 293.620, p < 0.001 |
| pH | 5.51 (0.04) a | 5.39 (0.26) a | 4.33 (0.23) b | F(2, 6) = 31.970, p < 0.001 |
| EC (mS cm−1) | 0.60 (0.04) a | 0.65 (0.01) a | 2.14 (0.02) b | F(2, 6) = 3634.914, p < 0.001 |
| TDS (mg L−1) | 300.38 (21.28) a | 324.58 (6.59) a | 1068.36 (11.62) b | F(2, 6) = 2717.168, p < 0.001 |
| CF | Aquaponic | RAS | p-Value |
| NH4+ (mg L−1) | 2.62 (0.00) | 1.68 (0.38) | (W) t(2.001) = 4.245, p = 0.051 |
| NO2− (mg L−1) | 0.05 (0.02) | 0.07 (0.02) | (S) t(4) = −0.778, p = 0.480 |
| NO3− (mg L−1) | 20.62 (1.43) a | 27.61 (0.66) b | (S) t(4) = −7.696, p = 0.002 |
| MPF | Aquaponic | RAS | p-Value |
| NH4+ (mg L−1) | 1.40 (0.19) | 1.45 (0.59) | t(4) = −0.120, p = 0.448 |
| NO2− (mg L−1) | 0.13 (0.01) a | 0.06 (0.04) b | (S) t(4) = 3.165, p = 0.034 |
| NO3− (mg L−1) | 39.14 (3.20) a | 51.26 (1.07) b | (S) t(4) = −6.213, p = 0.003 |
| CF | Aquaponic | RAS | p-Value |
| Initial individual (g) | 7.80 ± 0.00 | 7.40 ± 0.00 | n.a 1 |
| Final individual (g) | 22.30 ± 1.76 | 21.34 ± 0.62 | (S) t(4) = 0.888, p = 0.424 |
| Individual weight gain (g) | 14.50 ± 1.75 | 13.94 ± 0.62 | (S) t(4) = 0.517, p = 0.632 |
| SGR (% day−1) | 3.49 ± 0.26 | 3.52 ± 0.10 | (S) t(4) = −0.221, p = 0.836 |
| FI (g tank−1) | 134.39 ± 1.68 | 133.37 ± 1.05 | (S) t(4) = 0.887, p = 0.425 |
| FCR | 0.62 ± 0.08 | 0.64 ± 0.03 | (S) t(4) = −0.291, p = 0.785 |
| Survival (%) | 100.00 ± 0.00 | 100.00 ± 0.00 | n.a 1 |
| MPF | Aquaponic | RAS | p-Value |
| Initial individual (g) | 22.30 ± 1.76 | 21.34 ± 0.62 | (S) t(4) = 0.888, p = 0.424 |
| Final individual (g) | 44.56 ± 2.32 | 45.67 ± 0.93 | (S) t(4) = −0.767, p = 0.486 |
| Individual weight gain (g) | 22.26 ± 1.03 | 24.33 ± 1.50 | (S) t(4) = −1.964, p = 0.121 |
| SGR (% day−1) | 2.16 ± 0.12 | 2.38 ± 0.15 | (S) t(4) = −1.926, p = 0.126 |
| FI (g tank−1) | 291.88 ± 5.13 | 296.30 ± 2.98 | (S) t(4) = −1.288, p = 0.267 |
| FCR | 1.07 ± 0.14 a | 0.81 ± 0.04 b | (S) t(4) = 3.043, p = 0.038 |
| Survival (%) | 91.11 ± 3.84 | 100.00 ± 0.00 | (W) t(2.000) = −4.000, p = 0.057 |
| CF | Aquaponic | Hydroponic | p-Value |
| Shoot fresh weight (g) | 18.53 ± 2.71 a | 11.61 ± 1.91 b | (S) t(4) = 3.610 p = 0.023 |
| Root fresh weight (g) | 43.70 ± 8.77 | 58.22 ± 2.45 | (S) t(4) = −2.762 p = 0.051 |
| SPAD | 36.87 ± 1.35 | 37.59 ± 3.64 | (S) t(4) = −0.319 p = 0.766 |
| QY | 0.80 ± 0.01 | 0.79 ± 0.00 | (S) t(4) = 0.000 p = 1.000 |
| MPF | Aquaponic | Hydroponic | p-Value |
| Shoot fresh weight (g) | 15.07 ± 1.77 a | 1.29 ± 0.33 b | (W) t(2.139) = 10.856 p = 0.007 |
| Root fresh weight (g) | 20.29 ± 2.36 | 21.28 ± 1.29 | (S) t(4) = −0.635 p = 0.560 |
| SPAD | 44.81 ± 0.60 a | 37.50 ± 1.58 b | (S) t(4) = 7.503 p = 0.002 |
| QY | 0.79 ± 0.00 | 0.79 ± 0.01 | (S) t(4) = 0.500 p = 0.649 |
| CF | Aquaponic | RAS | p-Value |
| Salmonella spp. (copies μL−1) | 29.73 ± 0.35 a | 53.03 ± 0.15 b | (S) t(4) = −105.363 p < 0.001 |
| Escherichia coli (copies μL−1) | 0.00 ± 0.00 a | 3.44 ± 0.10 b | (W) t(2.000) = −58.111 p < 0.001 |
| MPF | Aquaponic | RAS | p-Value |
| Salmonella spp. (copies μL−1) | 18.73 ± 1.32 a | 29.73 ± 0.12 b | (S) t(4) = −14.368 p < 0.001 |
| Escherichia coli (copies μL−1) | 0.00 ± 0.00 | 0.00 ± 0.00 | n.a 1 |
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Berger, M.; Roques, J.A.C.; Fimbres-Acedo, Y.; Thuraga, V.; Chawade, A.; Karlsson, M.E.; Khalil, S. Performance of Pilot Scale Aquaponic System Supported by Phenotypic Assessment Using Nile Tilapia (Oreochromis niloticus) Wastewater and Blue Mussel Meal as Fish Feed. Sustainability 2026, 18, 143. https://doi.org/10.3390/su18010143
Berger M, Roques JAC, Fimbres-Acedo Y, Thuraga V, Chawade A, Karlsson ME, Khalil S. Performance of Pilot Scale Aquaponic System Supported by Phenotypic Assessment Using Nile Tilapia (Oreochromis niloticus) Wastewater and Blue Mussel Meal as Fish Feed. Sustainability. 2026; 18(1):143. https://doi.org/10.3390/su18010143
Chicago/Turabian StyleBerger, Maria, Jonathan Armand Charles Roques, Yenitze Fimbres-Acedo, Vishnukiran Thuraga, Aakash Chawade, Maria Elisabeth Karlsson, and Samar Khalil. 2026. "Performance of Pilot Scale Aquaponic System Supported by Phenotypic Assessment Using Nile Tilapia (Oreochromis niloticus) Wastewater and Blue Mussel Meal as Fish Feed" Sustainability 18, no. 1: 143. https://doi.org/10.3390/su18010143
APA StyleBerger, M., Roques, J. A. C., Fimbres-Acedo, Y., Thuraga, V., Chawade, A., Karlsson, M. E., & Khalil, S. (2026). Performance of Pilot Scale Aquaponic System Supported by Phenotypic Assessment Using Nile Tilapia (Oreochromis niloticus) Wastewater and Blue Mussel Meal as Fish Feed. Sustainability, 18(1), 143. https://doi.org/10.3390/su18010143

