Abstract
The aim of this study was to assess the cultural energy use and energy use efficiency for European seabass production in earthen ponds. Data were obtained in the same year from three earthen ponds having similar production capacities. Fish with initial weight of 5.0–9.4 g were stocked for 670–681 days and weighed 421–479 g at harvest. Total cultural energy expended was the summation of cultural energy expended on compound diet, general management, transportation and machinery, equipment, and construction. The cultural energy required to produce 1 kg of fish was 89.13 MJ and cultural energy budget showed that electricity and compound diet constituted 68.72 and 28.23% of total cultural energy expenditure. The energy content was 6.05 MJ kg-1 marketed carcass. Cultural energy expended during feeding was 100.26 MJ per kg carcass. Protein energy production efficiency in carcass defined as MJ input/MJ protein energy output was 95.29. Cultural energy use efficiency for carcass defined as MJ input/MJ output was 69.65. The cultural energy required for producing 1 kg of protein was 521.23 MJ. The energy conversion ratio for human consumption is a good standardized way to compare the efficiency of different foods and their production methods and this study showed that European seabass reared in earthen ponds was less efficient in converting cultural energy into food energy than other farm animals. Cultural energy use efficiency is a good indicator of sustainability. Therefore, to determine the sustainability of a production system, this parameter should be considered and used by decision-makers for determining long-term policies.
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References
Ahokas J, Rajaniemi M, Mikkola H, Frorip J, Kokin E, Praks J, Poikalainen V, Veermäe I, Schäfer W (2014) Energy use and sustainability of intensive livestock production. In: Bundschuh J, Chen G (eds) Sustainable energy solutions in agriculture. CRC Press, London, pp 195–244
Akunal T, Koknaroglu H (2021) Commercial native laying hybrids developed in Turkey are comparable to foreign hybrids in terms of performance and cultural energy use efficiency. Anim Sci Paper Rep 39(2):169–177
Atilgan A, Koknaroglu H (2006) Cultural energy analysis on broilers reared in different capacity poultry houses. Ital J Anim Sci 5(4):393–400. https://doi.org/10.4081/ijas.2006.393
Aubin J, Papatryphon E, van der Werf HMG, Chatzifotis S (2009) Assessment of the environmental impact of carnivorous finfish production systems using life cycle assessment. J Clean Prod 17(3):354–361. https://doi.org/10.1016/j.jclepro.2008.08.008
Bauhardt C (2022) Ecofeminist political economy: critical reflections on the green new deal. In: Alexander S, Chandrashekeran S, Gleeson B (eds) Post-capitalist futures. Palgrave Macmillan, Singapore, pp 87–95
Bostock J, McAndrew B, Richards R, Jauncey K, Telfer T, Lorenzen K, Little D, Ross L, Handisyde N, Gatward I, Corner R (2010) Aquaculture: global status and trends. Philos Trans R Soc Lond Ser B Biol Sci 365(1554):2897–2912. https://doi.org/10.1098/rstb.2010.0170
Boyd CE, D’Abramo LR, Glencross BD, Huyben DC, Juarez M, Lockwood GS, McNevin AA, Tacon AGJ, Teletchea F, Tomasso JR, Tucker CS, Valenti WC (2020) Achieving sustainable aquaculture: historical and current perspectives and future needs and challenges. J World Aquacult Soc 51(3):578–633. https://doi.org/10.1111/jwas.12714
Boyd CE, Davis RP, Wilson AG, Marcillo F, Brian S, McNevin AA (2021) Resource use in whiteleg shrimp Litopenaeus vannamei farming in Ecuador. J World Aquacult Soc 52(4):772–788. https://doi.org/10.1111/jwas.12818
Boyd CE, Tucker C, Mcnevin A, Bostick K, Clay J (2007) Indicators of resource use efficiency and environmental performance in fish and crustacean aquaculture. Rev Fish Sci 15(4):327–360. https://doi.org/10.1080/10641260701624177
Caslli S, Shehu E, Elezi D (2014) Two other important indicators for the assessment of eco dwelling. JBCPR 2(1):39–49. https://doi.org/10.4236/jbcpr.2014.21004
Cervinka V (1980) Fuel and energy efficiency. In: Pimentel D (ed) Handbook of energy utilization in agriculture. CRC Press, New York, pp 15–24
Chatvijitkul S, Boyd CE, Davis DA, McNevin AA (2017) Embodied resources in fish and shrimp feeds: embodied resources in aquaculture feed. J World Aquacult Soc 48(1):7–19. https://doi.org/10.1111/jwas.12360
Cherian P, Palaniaa S, Menon D, Anumolu MP (2020) Comparative study of embodied energy of affordable houses made using GFRG and conventional building technologies in India. Energy Build 223:110138. https://doi.org/10.1016/j.enbuild.2020.110138
Cinar I, Koknaroglu H (2019) Süt sığırcılığında ırkın sürdürülebilirlik üzerine etkisi. SDU J Faculty Agricult 14(2):143–155
Cook CW, Combs JJ, Ward GM (1980) Cultural energy in US beef production. In: Pimentel D (ed) Handbook of energy utilization in agriculture. CRC Press, New York, pp 405–418
Cook CW, Denham AH, Bartlett ET, Chil RD (1976) Efficiency of converting nutrients and cultural energy in various feeding and grazing systems. J Range Manag 29(3):186–191. https://doi.org/10.2307/3897271
D’Abramo LR (2021) Sustainable aquafeed and aquaculture production systems as impacted by challenges of global food security and climate change. J World Aquacult Soc 52(6):1162–1167
Davulis JP, Frick GE (1977) New Hampshire agricultural experiment station. Potential for energy conservation in feeding livestock and poultry in the United States. Stn Bull NH Agric Exp Stn 506:47
Demircan V (2008) The effect of initial fattening weight on sustainability of beef cattle production in feedlots. Span J Agric Res 6(1):17. https://doi.org/10.5424/sjar/2008061-290
Demircan V, Koknaroglu H (2007) Effect of farm size on sustainability of beef cattle production. J Sustain Agric 31(1):75–87. https://doi.org/10.1300/J064v31n01_08
Devi LP, Palaniaan S (2017) A study on energy use for excavation and transport of soil during building construction. J Clean Prod 17(164):543–556. https://doi.org/10.1016/j.jclepro.2017.06.208
Diken G (2021) Burdur ili gökkuşağı alabalığı kafes yetiştiriciliğinin proje kapasitesine göre yem tüketimi ile taşımacılığının kültürel enerji ve karbon ayak izi tahmini. In: Yanık T, Parlak V, Uçar A, Arslan G (eds) Ulusal Su Ürünleri Sempozyumu, 21st edn. Yirmibirinci Basım, Erzurum, p 76–91
Diken G, Koknaroglu H (2022) Projected annual production capacity affects sustainability of rainbow trout (Oncorhynchus mykiss Walbaum, 1792) reared in concrete ponds in terms of energy use efficiency. Aquaculture 551:737958. https://doi.org/10.1016/j.aquaculture.2022.737958
Diken G, Köknaroğlu H, Can İ (2021) Cultural energy use and energy use efficiency of a small-scale rainbow trout (Oncorhynchus mykiss Walbaum, 1792) cage farm in the inland waters of Turkey: a case study from Karacaören-I Dam Lake. Aquac Stud 21(1):31–39
Ellingsen H, Aanondsen SA (2006) Environmental impacts of wild caught cod and farmed salmon - a comparison with chicken. Int J LCA 11(1):60–65. https://doi.org/10.1065/lca2006.01.236
Empresa de Pesquisa Energetic (EPE) (2009) Brazilian energy balance. Brasilia: Ministry of Energy and Mines. https://www.epe.gov.br/en/publications/publications/brazilian-energy-balance. Accessed 31 March 2021
European Commission (EC) (2021) Industry 5.0: towards more sustainable, resilient and human-centric industry. European Commission Official Website. https://research-and-innovation.ec.europa.eu/news/all-research-and-innovation-news/industry-50-towards-more-sustainable-resilient-and-human-centric-industry-2021-01-07_en. Accessed 04 April 2022
FAO (Food and Agriculture Organization of the United Nations) (2004) Food and Agriculture Organization of the United Nations. Develo- ping sustainable food value chains – Guiding principles. FAO, Rome
FAO (Food and Agriculture Organization of the United Nations) (2021). Fisheries and aquaculture department fishery statistical collections global aquaculture production. http://www.fao.org/fishery/statistics/global-aquaculture-production/query/en Accessed 31 March 2021
FAO, IFAD, UNICEF, WFP, WHO (2022) The State of Food Security and Nutrition in the World 2022 Repurposing food and agricultural policies to make healthy diets more affordable. FAO, Rome. https://doi.org/10.4060/cc0639en
GDFA (Republic of Turkey Ministry of Agriculture and Forestry General Directorate of Fisheries and Aquaculture) (2022) Su ürünleri istatistikleri 2021. https://www.tarimorman.gov.tr/BSGM/Belgeler/Icerikler/Su%20%C3%9Cr%C3%BCnleri%20Veri%20ve%20D%C3%B6k%C3%BCmanlar%C4%B1/Bsgm-istatistik.pdf, Accessed 09 February 2022
González MJ, García Navarro J (2006) Assessment of the decrease of CO2 emissions in the construction field through the selection of materials: practical case study of three houses of low environmental impact. Build Environ 41(7):902–909. https://doi.org/10.1016/j.buildenv.2005.04.006
Hagos KW (2012) Survey of resource use efficiency and estimation of carbon and water footprints in fish farming systems using life cycle analysis (Dissertation). University of Rhode Island
Hammond G, Jones C, Lowrie EF, Tse P (2011) Embodied carbon the inventory of carbon and energy (ICE). Bsria Limited, Bracknell
Hargreave J, Brummett R, Tucker CS (2019) The future of aquaculture. In: Lucas JS, Southgate PC, Tucker CS (eds) Aquaculture farming aquatic animals and plants. Wiley and Sons Ltd, Wex Sussex, pp 617–636
Heitschmidt RK, Short RE, Grings EE (1996) Ecosystems, sustainability, and animal agriculture. J Anim Sci 74(6):1395. https://doi.org/10.2527/1996.7461395x
Henriksson P, Little DC, Troell M, Kleijn R (2010) Energy efficiency of aquaculture. Global Aquacult Adv 2:1–6
Henriksson PJ, Pelletier NL, Troell M, Tyedmers PH (2013) Life cycle assessments and their applications to aquaculture production systems. In: Christou P, Savin R, Costa-Pierce BA, Misztal I, Whitelaw CBA (eds) Sustainable food production. Springer New York, NY, pp 1050–1066. https://doi.org/10.1007/978-1-4614-5797-8
HFM (Hatchery Feed and Management) (2021) Sulier’s News December 2, 2021, Aller Aqua starts labeling carbon emission equivalents on its feeds. https://hatcheryfm.com/hfm-article/1678/Aller-Aqua-starts-labeling-carbon-emission-equivalents-on-its-feeds/. Accessed 14 December 2021
HI (Hatchery International) (2021) News and Views November 18, 2021, Skretting and Atlantic Sahire partner on local feed suly venture. https://www.hatcheryinternational.com/skretting-and-atlantic-sapphire-partner-on-local-feed-supply-venture/. Accessed 08 December 2021
Hognes ES, Ziegler F, Sund V (2011) Carbon footprint and area use of farmed Norwegian salmon. SINTEF Fisheries and Aquaculture, SINTEF, Trondheim. https://doi.org/10.13140/RG.2.1.4168.2808
Huang S, Wang B, Li X, Zheng P, Mourtzis D, Wang L (2022) Industry 5.0 and society 5.0—comparison, complementation and coevolution. J Manuf Syst 64:424–428. https://doi.org/10.1016/j.jmsy.2022.07.010
IAFFD (The International Aquaculture Feed Formulation Database) (2020) Feed ingredient composition database. https://www.iaffd.com/feed.html?v=4.3. Accessed 8 April 2020
IEA (International Energy Agency) (2020) Key World Energy Statistics 2020 August 2020. https://www.iea.org/reports/key-world-energy-statistics-2020 Accessed 31 March 2021
Koknaroglu H (2008) Effect of concentrate level on sustainability of beef cattle production. J Sustain Agric 32(1):123–136. https://doi.org/10.1080/10440040802121452
Koknaroglu H (2010) Cultural energy analyses of dairy cattle receiving different concentrate levels. Energy Convers Manag 51(5):955–958. https://doi.org/10.1016/j.enconman.2009.11.035
Koknaroglu H, Ali A, Ekinci K, Morrical DG, Hoffman MP (2007b) Cultural energy analysis of lamb production in the feedlot or on pasture and in the feedlot. J Sustain Agric 30(4):95–108. https://doi.org/10.1300/J064v30n04_07
Koknaroglu H, Ali A, Morrical DG, Hoffman MP (2006) Breeding for sustainability: effect of breed on cultural energy expenditure of lamb production. Czech J Anim Sci 51(9):391
Koknaroglu H, Atilgan A (2007) Effect of season on broiler performance and sustainability of broiler production. J Sustain Agric 31(2):113–124. https://doi.org/10.1300/J064v31n02_08
Koknaroglu H, Ekinci K, Hoffman MP (2007a) Cultural energy analysis of pasturing systems for cattle finishing programs. J Sustain Agric 30(1):5–20. https://doi.org/10.1300/J064v30n01_03
Koknaroglu H, Hoffman MP (2019) Season affects energy input/output ratio in beef cattle production. J Anim Behav Biometeorol 7(4):149–154. https://doi.org/10.31893/2318-1265jabb.v7n4p149-154
Lelieveld J, Klingmüller K, Pozzer A, Burnett R, Haines A, Ramanathan V (2019) Effects of fossil fuel and total anthropogenic emission removal on public health and climate. PNAS 116(15):7192–7197
Loring PA, Fazzino DV, Agapito M, Chuenpagdee R, Gannon G, Isaacs M (2019) Fish and food security in small-scale fisheries. In: Chuenpagdee R, Jentoft S (eds) Transdisciplinarity for small-scale fisheries governance. MARE Publication Series, Springer, Cham, p 55–77. https://doi.org/10.1007/978-3-319-94938-3_4
Lupatsch I, Kissil G, Sklan D (2001) Optimization of feeding regimes for European sea bass Dicentrarchus labrax: a factorial aroach. Aquaculture 202(3–4):289–302. https://doi.org/10.1016/S0044-8486(01)00779-7
Mantoam EJ, Romanelli TL, Gimenez LM (2016) Energy demand and greenhouse gases emissions in the life cycle of tractors. Biosyst Eng 151:158–170. https://doi.org/10.1016/j.biosystemseng.2016.08.028
McMahon MM (2016) Building energy neutral processes for chemical manufacturing. institute for sustainability and energy at Northwestern. Paula M. Trienens Institute for Sustainability and Energy https://www.isen.northwestern.edu/building-energy-neutral-processes-for-chemical-manufacturing. Accessed 31 March 2021
Mehrabi Z, Firouzbakhsh F, Jafarpour A (2012) Effects of dietary sulementation of synbiotic on growth performance, serum biochemical parameters and carcass composition in rainbow trout (Oncorhynchus mykiss) fingerlings: effects of synbiotic on rainbow trout. J Anim Physiol Anim Nutr 96(3):474–481. https://doi.org/10.1111/j.1439-0396.2011.01167.x
Menzies GF (2011) Embodied energy considerations for existing buildings. Historic Scotland Technical Paper, p 13
MH (Marine Harvest ASA) (2017). Salmon farming industry handbook 2017. http://hugin.info/209/R/2103281/797821.pdf Accessed 02 October 2021
Miró L, Oró E, Boe D, Cabeza LF (2015) Embodied energy in thermal energy storage (TES) systems for high temperature alications. Al Energy 137:793–799. https://doi.org/10.1016/j.apenergy.2014.06.062
Modin O, Fukushi K (2013) Production of high concentrations of H2O2 in a bioelectrochemical reactor fed with real municipal wastewater. Environ Technol 34(19):2737–2742. https://doi.org/10.1080/09593330.2013.788041
Muir J, Young JA (1998) Aquaculture and marine fisheries: will capture fisheries remain competitive? J Northwest Atl Fish Sci 23:157–174
Naseem S, JiT G, Kashif U (2020) Asymmetrical ARDL correlation between fossil fuel energy, food security, and carbon emission: providing fresh information from Pakistan. Environ Sci Pollut Res 27:31369–31382
Ndiaye D, Bernier M, Zmeureanu R (2005) Evaluation of the embodied energy in building materials and related carbon dioxide emissions in Senegal. In: Proceedings of the 2005 World Sustainable Building Conference. InHouse Publishing, Underwood, pp 1235–1242
OECD/FAO (Organisation for Economic Co-operation and Development/Food and Agriculture Organization of the United Nations) (2021) OECD–FAO Agricultural outlook 2021–2030. OECD Publishing, Paris. https://doi.org/10.1787/19428846-en
Pelletier N, Audsley E, Brod S, Garnett T, Henriksson P, Kendall A, Kramer KJ, Murphy D, Nemecek T, Troell M (2011) Energy intensity of agriculture and food systems. Annu Rev Environ Resour 36(1):223–246
Pelletier N, Tyedmers P, Sonesson U, Scholz A, Ziegler F, Flysjo A, Kruse S, Cancino B, Silverman H (2009) Not all salmon are created equal: life cycle assessment (LCA) of global salmon farming systems. Environ Sci Technol 43:8730–8736. https://doi.org/10.1021/es9010114
Pimentel D (1980) Energy used for transporting sulies to the farm. In: Pimentel D (ed) Handbook of energy utilization in agriculture. CRC Press, New York, p 55
Pimentel D (2004) Livestock production and energy use. In: Cleveland C (ed) Encyclopedia of energy, vol 3. Elsevier Inc, Amsterdam, pp 671–676
Pimentel D, Dritschilo W, Krummel KJ (1975) Energy and land constraints in food protein production. Science 190(4216):754–761. https://doi.org/10.1146/annurev-environ-081710-161014
Pimentel D, Shanks RE, Rylander JC (1996) Food, energy, and society. In: Pimentel D, Pimentel M (eds) Energy use in fish and aquaculture production. University press of Colorado, Colorado, pp 85–106
Rahman S, Barmon BK (2012) Energy productivity and efficiency of the ‘gher’ (prawn-fish-rice) farming system in Bangladesh. Energy 43(1):293–300. https://doi.org/10.1016/j.energy.2012.04.027
Ross ML (2013) How the 1973 oil embargo saved the planet. Foreign Aff 15:16
Sabnis A, Mysore P, Anant S (2015) Construction materials-embodied energy footprint-global warming; interaction. https://www.researchgate.net/publication/310022790_Construction_Materials-Embodied_Energy_Footprint-Global_Warming_Interaction, Accessed 01January 2023
Saglam H, Koknaroglu H (2016) Süt sığırcılığında mevsimin sürdürebilirliğe etkisinin incelenmesi. SDU J Faculty Agricult 11(2):35–45
Saltuk B, Jagosz B, Gökdoğan O, Rolbiecki R, Atilgan A, Rolbiecki S (2022) An investigation on the energy balance and greenhouse gas emissions of orange production in Turkey. Energies 15(22):8591
Sarkar B, Tiwari GN (2006) Energy use pattern analysis for production of fish in open and greenhouse pond–an experimental study. Int J Ambient Energy 27(2):78–84. https://doi.org/10.1080/01430750.2006.9675006
Schneider C, Wilke N, Lösch A (2022) Contested visions for transformation—the visions of the green new deal and the politics of technology assessment, responsible research and innovation, and sustainability research. Sustainability 14(3):1505
Shukla A, Tiwari GN, Sodha MS (2009) Embodied energy analysis of adobe house. Renew Energy 34(3):755–761. https://doi.org/10.1016/j.renene.2008.04.002
Sims REH, Flammini A (2014) Energy–smart food–technologies, practices and policies. In: Bundschuh J, Chen G (eds) Sustainable energy solutions in agriculture. CRC Press, New York, pp 123–169
Singh G, Singh S, Singh J (2004) Optimization of energy inputs for wheat crop in Punjab. Energy Convers Manag 45(3):453–465. https://doi.org/10.1016/S0196-8904(03)00155-9
Singh JM (2002) On farm energy use pattern in different croing systems in Haryana, India (Dissertation). University of Flensburg
Smith EG, Janzen HH, Newlands NK (2007) Energy balances of biodiesel production from soybean and canola in Canada. Can J Plant Sci 87(4):793–801. https://doi.org/10.4141/CJPS06067
Soeder DJ (2021) The energy crisis and unconventional resources. In: Soeder DJ (ed) Fracking and the Environment: a scientific assessment of the environmental risks from hydraulic fracturing and fossil fuels. Springer, Cham, pp 63–78
Sprague M, Dick JR, Tocher DR (2016) Impact of sustainable feeds on omega-3 long-chain fatty acid levels in farmed Atlantic salmon, 2006–2015. Sci Rep 6(1):21892. https://doi.org/10.1038/srep21892
Statista (2021) Chlorine production in the United States from 1990 to 2019 (n.d.)Statista The Statistics Portal for Market Data. https://www.statista.com/statistics/974614/us-chlorine-production-volume/. Accessed 09 February 2021
STB (T.C. Sanayi ve Teknoloji Bakanlığı) (2020) Adana ili çipura üretim tesisi ön fizibilite raporu. Kalkınma Ajansı Yayınları, Adana
Tacon AG, Metian M, McNevin AA (2022) Future feeds: suggested guidelines for sustainable development. Rev Fish Sci Aquac 30(2):271–279
Tiwari GN (2003) Greenhouse technology for controlled environment. Alpha Science International Ltd, Oxford
Trocino A, Xiccato G, Majolini D, Tazzoli M, Bertotto D, Pascoli F, Palazzi R (2012) Assessing the quality of organic and conventionally-farmed European sea bass (Dicentrarchus labrax). Food Chem 131(2):427–433. https://doi.org/10.1016/j.foodchem.2011.08.082
Troell M, Tyedmers P, Kautsky N, Rönnbäck P (2004) Aquaculture and energy use. In: Cleveland C (ed) Encyclopedia of energy, vol 3. Elsevier Inc, Amsterdam, pp 97–108
Türkkan AU, Cakli S, Kilinc B (2008) Effects of cooking methods on the proximate composition and fatty acid composition of seabass (Dicentrarchus labrax, Linnaeus, 1758). Food Bioprod Process 86(3):163–166. https://doi.org/10.1016/j.fbp.2007.10.004
Usubiaga-Liaño A, Behrens P, Daioglou V (2020) Energy use in the global food system. J Ind Ecol 24(4):830–840. https://doi.org/10.1111/jiec.12982
Vandeputte M, Puledda A, Tyran AS, Bestin A, Coulombet C, Bajek A, Baldit G, Vergnet A, Allal F, Bugeon J, Haffray P (2017) Investigation of morphological predictors of fillet and carcass yield in European sea bass (Dicentrarchus labrax) for alication in selective breeding. Aquaculture 470:40–49. https://doi.org/10.1016/j.aquaculture.2016.12.014
Welker TL, Overturf K, Abernathy J, Barrows FT, Gaylord G (2018) Optimization of dietary manganese for rainbow trout, Oncorhynchus mykiss, fed a plant-based diet. J World Aquacult Soc 49(1):71–82. https://doi.org/10.1111/jwas.12447
Yoshimatsu T (2011) Individual future casts. In: The future of aquafeeds Rust MB, Barrows FT, Hardy RW, Lazur A, Naughten K, Silverstein J NOAA Technical Memorandum, 81–84. https://media.fisheries.noaa.gov/dam-migration/the_future_of_aquafeeds_final.pdf
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Gürkan Diken: conceptualization, methodology, data curation, writing – original draft preparation, writing – review and editing, visualization. Hayati Koknaroglu: conceptualization, methodology, data curation, writing – original draft preparation, writing – review and editing, visualization. Ergi Bahrioğlu: conceptualization, data curation, writing – review and editing, visualization.
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Diken, G., Koknaroglu, H. & Bahrioğlu, E. Would dependency on fossil fuels affect food security and sustainable production in aquaculture? Cultural energy use and energy use efficiency for earthen pond European seabass (Dicentrarchus labrax L., 1758) production. Aquacult Int 31, 3023–3053 (2023). https://doi.org/10.1007/s10499-023-01242-0
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DOI: https://doi.org/10.1007/s10499-023-01242-0