Evaluation of energy and cumulative exergy demand indicators of different lettuce production methods in Alborz province

Document Type : Research Paper

Authors

1 Department of Agricultural Machinery Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran, Karaj, Iran

2 Department of Agricultural Machinery Engineering, Faculty of Agriculture, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran

10.22059/ijbse.2025.403094.665618

Abstract

Due to population growth and heightened awareness of healthy nutrition, the consumption of vegetables, particularly lettuce, has significantly increased in recent years. This study evaluated the energy use and cumulative exergy demand (CExD) of different lettuce production systems in Alborz province and proposed strategies to reduce energy consumption. Data were collected through face-to-face interviews and completion of 60 questionnaires. The results indicated a considerable variation in total energy inputs across the methods, with the highest consumption observed in the seed-flood irrigation at 107,409.79 MJ ha⁻¹, and the lowest in the seed-drip irrigation at 54,734.04 MJ ha⁻¹. Diesel fuel was the predominant energy input in flood irrigation systems, whereas diesel fuel and nylon were the primary inputs in drip irrigation systems. The energy ratio was less than one in all systems and the highest energy ratio (0.68) occurred in seed–drip irrigation. The highest water productivity was recorded in the seedling-drip irrigation (18.75 kg m⁻³). Moreover, the CExD analysis revealed that fossil non-renewable resources in the flood irrigation systems for seeds and seedlings accounted for the highest burdens, with 3,438.51 and 2,188.70 MJ, respectively. Inputs such as diesel fuel and nylon were identified as the main contributors to this dependency, underscoring the decisive role of energy-intensive inputs in increasing exergy burden and reducing the sustainability of lettuce production systems. Ultimately, it is recommended that farm management practices optimize the use of energy-intensive inputs like diesel fuel and chemical fertilizers, substitute chemical fertilizers with organic alternatives, and replace nylon with biodegradable material.

Keywords

Main Subjects


EXTENDED ABSTRACT

Introduction

Energy and water as essential inputs of irrigation system are key and vital elements for social and economic development. In the agricultural sector, a main part of energy utilized for crops production is for irrigation systems. Today, the use of pressurized irrigation systems along with seedlings has been developed to manage water and energy resources, However, the results of the studies indicate that although the use of pressurized irrigation increased water use efficiency, it also increased energy consumption. This can lead to environmental burdens, so effective and efficient usage of energy sources is considered as fundamental requirements of sustainable agriculture. So, the goal of the current study is to evaluate the energy, water and cumulative exergy demand (CExD) indicators of different lettuce production methods in Alborz province to introduce a stable production system.

Material and Methods

This study was undertaken in Alborz province, and four different lettuce production methods systems were studied and compared from energy and exergy point of view. The data required for this study were collected through face-to-face interviews and the completion of 60 questionnaires. The utilized inputs for lettucd production, including total direct and indirect inputs, are recorded during the growing season and then energy equivalences are computed by using energy coefficients. According to inputs/outputs as well as their energy equivalents, energy indices are computed. For the assessment of CExD indicators in this study, the CExD V1.07 method available in the SimaPro software, which utilizes data from databases such as Ecoinvent, was employed to determine the cumulative exergy of renewable and non-renewable resources in different lettuce production systems.

Results and Discussion

The results of this study highlight significant variation in energy inputs and outputs across different lettuce production systems in Alborz Province. Average energy consumption ranged from 54,734.04 MJ ha⁻¹ in seedling–drip irrigation to 107,409.79 MJ ha⁻¹ in seedling–flood irrigation. The lettuce production systems showed higher reliance on diesel fuel due to water pumping requirements. For one ton of lettuce, the major inputs were diesel fuel in seed–flood and seedling–flood, while diesel fuel and nylon dominated in seed–drip and seedling–drip. Energy indices confirmed these patterns: the highest energy ratio (0.68) and productivity (0.97 kg MJ⁻¹) occurred in seed–drip irrigation, whereas whereas seed–flood had a lowest energy ratio and productivity. Net energy gain was negative in all investigated systems, indicating inefficiency. Water productivity, however, was greatest in seedling–drip (18.75 kg m⁻³), highlighting the trade-off between water efficiency and energy performance. CExD analysis confirmed the dominance of fossil non-renewables across all methods, particularly in seed–flood (3438.51 MJ) and seedling–flood (2188.70 MJ). Diesel, nylon, electricity, and chemical fertilizers were the principal contributors to the exergy burden, which aligns with evidence from other crops where diesel and fertilizers play a decisive role in energy inefficiency. These results emphasize that achieving sustainability in lettuce production requires targeted interventions: optimizing diesel use, adopting high-efficiency machinery, integrating renewable energy for irrigation, substituting organic fertilizers for chemical ones, and replacing nylon with biodegradable alternatives. Such strategies directly address the most energy-intensive inputs and could substantially reduce fossil dependency while maintaining crop performance.

Conclusions

This study evaluated energy efficiency and CExD in lettuce production systems in Alborz Province, Iran, with emphasis on the drip irrigation systems for seedlings and seeds. Total energy inputs ranged from 54,734.04 to 107,409.79 MJ ha⁻¹, with diesel fuel dominating flood irrigation and diesel fuel and nylon as the main contributor in drip systems. Across all methods, direct and nonrenewable energy inputs prevailed, primarily from electricity, diesel fuel, and nylon. The energy ratio was less than one in all systems and water productivity was highest in seedling–drip (18.75 kg m⁻³). CExD analysis confirmed fossil non-renewables as the dominant burden, particularly in seed–flood (3,438.51 MJ) and seedling–flood (2,188.70 MJ). Strategies such as optimizing energy-intensive inputs, using organic fertilizers, adopting renewable energy, and replacing nylon with biodegradable alternatives are recommended to enhance sustainability.

Author Contributions

Conceptualization, H.GM., M.Kh. and M.A.GARKh.; methodology, H.GM. and M.A.GARKh.; software, M.A.GARKh. and A.R.; validation, H.GM. and M.Kh.; formal analysis, H.GM., M.Kh. and M.A.GARKh.; investigation, A.R.; resources, A.R. and H.GM.; data curation, H.GM., M.Kh., M.A.GARKh. and A.R.; writing-original draft preparation, H.GM. and M.A.GARKh.; writing-review and editing, H.GM. and M.Kh.; visualization, A.R. and M.A.GARKh.; supervision, H.GM. and M.Kh.; project administration, A.R. All authors have read and agreed to the published version of the manuscript.

Data Availability Statement

The data that support the findings of this study will be available from the corresponding author on reasonable requests.

Acknowledgments

The authors would like to acknowledge for all supports by Faculty of Agricultural Engineering and Technology, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran.

Ethical considerations

The study was approved by the Ethics Committee of the University of Tehran. authors avoided data fabrication, falsification, plagiarism, and misconduct.

Conflict of interest

The authors declare no conflicts of interest.

Abdelhamid, M. A., Baraka, S. M., Ali, K. A. M., Zhang, Z., & Hendy, Z. M. (2025). Energy and Life Cycle Assessment of Potato Production under Groundwater and Surface Water Irrigation Systems in Egypt: A Pathway to Sustainable Agriculture. Potato Research, 68(3), 3447–3473.
Ahmadbeyki, A., Ghahderijani, M., Borghaee, A., & Bakhoda, H. (2023). Energy use and environmental impacts analysis of greenhouse crops production using life cycle assessment approach: A case study of cucumber and tomato from Tehran province, Iran. Energy Reports9, 988-999.
Albright, L. D., & de Villiers, D. S. (2008). Energy investments and CO2 emissions for fresh produce imported into New York State compared to the same crops grown locally. Final Report prepared for the New York State Energy Research and Development Authority, Cornell University, Ithaca,(NY), USA.
Ali, M., Koh, L., Acquaye, A., Leake, J., Nickles, J., Evans, T. P., Roberts, G., & Kemp, D. (2024). Sustainability assessment of peri-urban organic horticulture — A case study in the United Kingdom. The International Journal of Life Cycle Assessment, 29(3), 456–468.
Aliyu, M., Hassan, G., Said, S. A., Siddiqui, M. U., Alawami, A. T., & Elamin, I. M. (2018). A review of solar-powered water pumping systems. Renewable and Sustainable Energy Reviews, 87, 61–76.
Bakhtiari, A. A., Hematian, A., & Sharifi, A. (2015). Energy analyses and greenhouse gas emissions assessment for saffron production cycle. Environmental Science and Pollution Research, 22, 16184–16201.
Canakci, M., Topakci, M., Akinci, I., & Ozmerzi, A. (2005). Energy use pattern of some field crops and vegetable production: case study for Antalya region, Turkey. Energy Conversion & Management, 46, 655–666.
Chen, G., Li, J., Sun, Y., Wang, Z., Leeke, G. A., Moretti, C., Cheng, Z., Wang, Y., Li, N., Mu, L., Li, J., Tao, J., Yan, B., & Hou, L. (2024). Replacing Traditional Plastics with Biodegradable Plastics: Impact on Carbon Emissions. Engineering, 32, 152–162.
Chen, X., Thorp, K. R., Ouyang, Z., Hou, Y., Zhou, B., & Li, Y. (2019). Energy consumption due to groundwater pumping for irrigation in the North China Plain. Science of The Total Environment, 669, 1033–1042.
Cheng, H., Zhou, X., Yang, Y., Xu, L., Ding, Y., Yan, T., & Li, Q. (2024). Environmental damages, cumulative exergy demand, and economic assessment of Panus giganteus farming with the application of solar technology. Science of The Total Environment, 907, 168020.
D’Antonio, P., Canaj, K., Cantore, V., Boari, F., Mehmeti, A. and Calabrese, N. (2025). Energy balance, water use indices, and GHG footprint of artichoke cultivars grown in different regions of Italy. XI International Symposium on Artichoke, Cardoon and Their Wild Relatives 1424, 155-162.
Eskandari, H., & Mosavian, S. N. (2023). Energy analysis for two production systems of cucumber. Iranica Journal of Energy & Environment, 14(2), 96-101.
Foteinis, S., & Chatzisymeon, E. (2016). Life cycle assessment of organic versus conventional agriculture. A case study of lettuce cultivation in Greece. Journal of Cleaner Production, 112, 2462–2471.
Fouzi, M. H. A., Namjoo, A., & Kohestani, A. (2025). Analysis of energy scenarios and cumulative exergy demand of CDQ steam power plant based on life cycle perspective. Energy, 318, 134793.
Ghasemi-Mobtaker, H., Keyhani, A., Mohammadi, A., Rafiee, S., & Akram, A. (2010). Sensitivity analysis of energy inputs for barley production in Hamedan Province of Iran. Agriculture Ecosystems Environment, 137, 367–372.
Ghasemi-Mobtaker, H., Mostashari-Rad, F., Saber, Z., Chau, K. W., & Nabavi-Pelesaraei, A. (2020). Application of photovoltaic system to modify energyuse, environmental damages and cumulative exergy demana of two irrigation systems-A case study: Barly procuction of Iran. Renewable Energy, 160, 1316–1334.
Hatim, M., Majidian, M., Tahmasebi, M., & Nabavi-Pelesaraei, A. (2023). Life cycle assessment, life cycle cost, and exergoeconomic analysis of different tillage systems in safflower production by micronutrients. Soil and Tillage Research233, 105795.
Hessampour, R., Bastani, A., Hassani, M., Failla, S., Vaverková, M. D., & Halog, A. (2023). Joint life cycle assessment and data envelopment analysis for the benchmarking of energy, exergy, environmental effects, and water footprint in the canned apple supply chain. Energy, 278, 127795.
Hesampour, R., Hassani, M., Yildizhan, H., Failla, S., & Gorjian, S. (2022). Exergoenvironmental damages assessment in a desert‐based agricultural system: A case study of date production. Agronomy Journal, 114(6), 3155–3172
Heydari, N. (2024). Hidden issues and challenges of the concept and use of water productivity index. Iranian Journal of Soil and Water Research, 54(12), 1995-2015.
Heydari-Soltan Abadi, M. (2015). An Investigation and Determination of Energy Consumption for Two Methods of Onion Cropping. Iranian Journal of Energy 18, 17–28. (In Persian).
Hosseini, S. T., Sharifan, H., Kiani, Abyar, N., & Feyzbakhsh, M. T. (2022). Energy Flow and Global Warming Potential in Direct Seeded and Transplantation of Rice under Different Irrigation Systems. Journal of Water Research in Agriculture, 35(4), 337-356. doi: 10.22092/jwra.2021.355385.885. (In Persian).
Hosseini-Fashami, F., Motevali, A., Nabavi-Pelesaraei, A., Hashemi, S. J., & Chau, K. W. (2019). Energy-Life cycle assessment on applying solar technologies for greenhouse strawberry production. Renewable and Sustainable Energy Reviews, 116, 109411.
Jafrodi, H. M., Parashkoohi, M. G., Afshari, H., & Zamani, D. M. (2022). Comparative life cycle cost-energy and cumulative exergy demand of paddy production under different cultivation scenarios: A case study. Ecological Indicators, 144, 109507.
Kaab, A., Khanali, M., Shadamanfar, S., & Jalalvand, M. (2024). Assessment of energy audit and environmental impacts throughout the life cycle of barley production under different irrigation systems. Environmental and Sustainability Indicators, 22, 100357.
Kaab, A., Sharifi, M., Mobli, H., Nabavi-Pelesaraei, A., & Chau, K. W. (2019). Use of optimization techniques for energy use efficiency and environmental life cycle assessment modification in sugarcane production. Energy, 181, 1298–1320.
Khan, S., Khan, M. A., Hanjra, M. A., & Mu, J. (2009). Pathways to reduce the environmental footprints of water and energy inputs in food production. Food policy, 34(2), 141–149.
Kowalczyk, Z., & Cupiał, M. (2020). Environmental analysis of the conventional and organic production of carrot in Poland. Journal of Cleaner Production, 269, 122169.
Maarefi, T., Ebrahimian, H., Dehghanisanij, H., Sharifi, M., & Delbaz, R. (2022). Life cycle assessment for major agricultural crops and different irrigation systems around Lake Urmia. Iranian Journal of Irrigation & Drainage, 16(3), 624–638.
Majeed, Y., Khan, M. U., Waseem, M., Zahid, U., Mahmood, F., Majeed, F., ... & Raza, A. (2023). Renewable energy as an alternative source for energy management in agriculture. Energy Reports, 10, 344-359.
Maynard, R., & Quinn, J. C. (2025). The future of sustainable food: Evaluating the effect of dynamic life cycle assessment methods on lettuce production ecoefficiency. Journal of Cleaner Production, 522, 146245.
Mohammadi, A., Rafiee, Sh., Mohtasebi, S.S., & Rafiee, H. (2010). Energy inputs–yield relationship and cost analysis of kiwifruit production in Iran. Renewable Energy, 35, 1071–1075.
Mohebi, A., & Mousavi, S. H. (2020). Nutrient management in the production of commercial lettuce varieties. Agricultural Education Publication. (In Persian).
Mousavi, A., Aghbolaghi, E. A., Khorramifar, A., Gancarz, M., Darvishi, Y., Stasiak, M., Miernik, A., Karami, H. 2022. Life Cycle Assessment for Environmental Impact Reduction and Evaluation of the Energy Indices in Lettuce Production. Applied Sciences, 12(20), 10348.
Mostashari-Rad, F., Ghasemi-Mobtaker, H., Taki, M., Ghahderijani, M., Kaab, A., Chau, K., & Nabavi-Pelesaraei, A. (2021). Exergoenvironmental damages assessment of horticultural crops using ReCiPe2016 and cumulative exergy demand frameworks. Journal of Cleaner Production, 278, 123788.
Mostashari-Rad, F., Nabavi-Pelesaraei, A., Soheilifard, F., Hosseini-Fashami, F., & Chau, K. W. (2019). Energy optimization and greenhouse gas emissions mitigation for agricultural and horticultural systems in Northern Iran. Energy, 186, 115845.
Nabavi-Pelesaraei, A., Rafiee, S., Mohtasebi, S. S., Hosseinzadeh-Bandbafha, H., & Chau, K. W. (2017). Energy consumption enhancement and environmental life cycle assessment in paddy production using optimization techniques. Journal of Cleaner Production, 162, 571–586.
Nabavi-Pelesaraei, A., Rafiee, S., Mohtasebi, S. S., Hosseinzadeh-Bandbafha, H., & Chau, K. W. (2019). Comprehensive model of energy, environmental impacts and economic in rice milling factories by coupling adaptive neuro-fuzzy inference system and life cycle assessment. Journal of Cleaner Production, 217, 742-756.
Nabavi-Pelesaraei, A., Rafiee, S., Mohtasebi, S. S., Hosseinzadeh-Bandbafha, H., & Chau, K. W. (2018). Integration of artificial intelligence methods and life cycle assessment to predict energy output and environmental impacts of paddy production. Science of the Total Environment, 631, 1279–1294.
Nadi, F., & Campbell, D. (2023). Assessment of the thermodynamic, environmental and economic output of agro-ecosystems: onion set versus onion production. Clean Technologies and Environmental Policy, 25(4), 1223–1240.
Naseri, H., Parashkoohi, M. G., Ranjbar, I., & Zamani, D. M. (2021). Energy-economic and life cycle assessment of sugarcane production in different tillage systems. Energy, 217, 119252.
Nucci, B., Puccini, M., Pelagagge, L., Vitolo, S., & Nicolella, C. (2014). Improving the environmental performance of vegetable oil processing through LCA. Journal of Cleaner Production, 64, 310–322.
Ordikhani, H., Parashkoohi, M. G., Zamani, D. M., & Ghahderijani, M. (2021). Energy-environmental life cycle assessment and cumulative exergy demand analysis for horticultural crops (Case study: Qazvin province). Energy Reports, 7, 2899–2915.
Painkra, S., Singh, K. P., Singh, B., Jhariya, M. K., Banerjee, A., Sahu, K., ... & Kumar, B. (2025). Energy budgeting and economic analysis of coriander crop production in central India. Environment, Development and Sustainability, 1-21.
Paratscha, R., von der Thannen, M., Smutny, R., Lampalzer, T., Strauss, A., & Rauch, H. P. (2019). Screening LCA of torrent control structures in Austria. The International Journal of Life Cycle Assessment, 24, 129–141.
Paris, B., Vandorou, F., Balafoutis, A. T., Vaiopoulos, K., Kyriakarakos, G., Manolakos, D., & Papadakis, G. (2022). Energy use in open-field agriculture in the EU: A critical review recommending energy efficiency measures and renewable energy sources adoption. Renewable and Sustainable Energy Reviews, 158, 112098.
Pereira, B. d. J., Cecílio Filho, A. B., & La Scala, N. (2021). Greenhouse gas emissions and carbon footprint of cucumber, tomato and lettuce production using two cropping systems. Journal of Cleaner Production, 282, 124517.
Rahi, S., Mobli, H., Jamshidi, B., Azizi, A., & Sharifi, M. (2020). Microbial Contamination Assessment of Lettuce using NIR Hyperspectral Imaging: Case Study on Escherichia coli. Iranian Journal of Biosystem Engineering51(3), 599-610. doi: 10.22059/ijbse.2020.296281.665267. (In Persian).
Raphael, A., Iluz, D., & Mastai, Y. (2025). Agricultural Plastic Waste Challenges and Innovations. Sustainability, 17(17), 7941.
Rashidi, K., Azizpanah, A., Fathi, R., & Taki, M. (2024). Efficiency and sustainability: Evaluating and optimizing energy use and environmental impact in cucumber production. Environmental and Sustainability Indicators, 22, 100407.
Razavinia, B., Fallah, H., & Niknejad, Y. (2015). Energy efficiency and economic analysis of winter cultivation (lettuce, bersim clover, broad bean) in Mazandaran province of Iran. Biological Forum – An International Journal, 7(1), 1452–1460.
Rokicki, T., Perkowska, A., Klepacki, B., Bórawski, P., Bełdycka-Bórawska, A., & Michalski, K. (2021). Changes in Energy Consumption in Agriculture in the EU Countries. Energies, 14(6), 1570.
Saadi, H., Behnia, M., Taki, M., & Kaab, A. (2025). A comparative study on energy use and environmental impacts in various greenhouse models for vegetable cultivation. Environmental and Sustainability Indicators, 25, 100553.
Tarjuelo, J. M., Rodriguez-Diaz, J. A., Abadía, R., Camacho, E., Rocamora, C., & Moreno, M. A., 2015. Efficient water and energy use in irrigation modernization: Lessons from Spanish case studies. Agricultural Water Management, 162, 67–77.
Wen, S., Cui, N., Li, M., Gong, D., Xing, L., Wu, Z., ... & Wang, Z. (2024). Optimizing irrigation and nitrogen fertilizer management to improve apple yield, quality, water productivity and nitrogen use efficiency: A global meta-analysis. Scientia Horticulturae, 332, 113221.
Yildizhan, H., & Taki, M. (2018). Assessment of tomato production process by cumulative exergy consumption approach in greenhouse and open field conditions: Case study of Turkey. Energy, 156, 401–408.
Zangeneh, M., Omid, M., & Akram, A. (2010). A comparative study on energy use and cost analysis of potato production under different farming technologies in Hamadan province of Iran. Energy, 35(7), 2927–2933.