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Improving Energy Efficiency of Barley Production Using Joint Data Envelopment Analysis (DEA) and Life Cycle Assessment (LCA): Evaluation of Greenhouse Gas Emissions and Optimization Approach

Author

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  • Zahra Payandeh

    (Department of Biosystems Engineering, University of Mohaghegh Ardabili, Ardabil 56199-11367, Iran)

  • Ahmad Jahanbakhshi

    (Department of Biosystems Engineering, University of Mohaghegh Ardabili, Ardabil 56199-11367, Iran)

  • Tarahom Mesri-Gundoshmian

    (Department of Biosystems Engineering, University of Mohaghegh Ardabili, Ardabil 56199-11367, Iran)

  • Sean Clark

    (Department of Agriculture and Natural Resources, Berea College, Berea, KY 40404, USA)

Abstract

Eco-efficiency has become a cornerstone in improving the environmental and economic performance of farms. The joint use of life cycle assessment (LCA) and data envelopment analysis (DEA), known as LCA + DEA methodology, is an expanding area of research in this quest. LCA estimates the environmental impacts of the products or services, while DEA evaluates their efficiency, providing targets and benchmarks for the inefficient ones. Because energy consumption and environmental quality are highly interdependent, we carried out a study to examine energy efficiency and environmental emissions associated with rain-fed barley farms in Kermanshah Province, Iran. Fifty-four rain-fed barley farms were randomly selected, and production data were collected using questionnaires and interviews. DEA and LCA were used to quantify and compare environmental indicators before and after efficiency improvements were applied to the farms. To accomplish this, efficient and inefficient farms were identified using DEA. Then environmental emissions were measured again after inefficient farms reached the efficiency limit through management improvements. The results showed that by managing resource use, both energy consumption and environmental emissions can be reduced without yield loss. The initial amount of energy consumed averaged 13,443 MJ/ha while that consumed in the optimal state was determined to be 12,509 MJ/h, resulting in a savings of 934 MJ/ha. Based on the results of DEA, reductions in nitrogen fertilizer, diesel fuel, and phosphate fertilizer offered the greatest possibilities for energy savings. Combining DEA and LCA showed that efficient resource management could reduce emissions important to abiotic depletion (fossil fuels), human toxicity, marine aquatic ecotoxicity, global warming (GWP100a), freshwater aquatic ecotoxicity, and terrestrial ecotoxicity. This study contributes toward systematically building knowledge about crop production with the joint use of LCA + DEA for eco-efficiency assessment.

Suggested Citation

  • Zahra Payandeh & Ahmad Jahanbakhshi & Tarahom Mesri-Gundoshmian & Sean Clark, 2021. "Improving Energy Efficiency of Barley Production Using Joint Data Envelopment Analysis (DEA) and Life Cycle Assessment (LCA): Evaluation of Greenhouse Gas Emissions and Optimization Approach," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6082-:d:564138
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    1. F. Fallahpour & A. Aminghafouri & A. Ghalegolab Behbahani & M. Bannayan, 2012. "The environmental impact assessment of wheat and barley production by using life cycle assessment (LCA) methodology," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 14(6), pages 979-992, December.
    2. Hamedani, Sara Rajabi & Shabani, Zeinab & Rafiee, Shahin, 2011. "Energy inputs and crop yield relationship in potato production in Hamadan province of Iran," Energy, Elsevier, vol. 36(5), pages 2367-2371.
    3. Houshyar, Ehsan & Grundmann, Philipp, 2017. "Environmental impacts of energy use in wheat tillage systems: A comparative life cycle assessment (LCA) study in Iran," Energy, Elsevier, vol. 122(C), pages 11-24.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Ghorbani, Reza & Mondani, Farzad & Amirmoradi, Shahram & Feizi, Hassan & Khorramdel, Surror & Teimouri, Mozhgan & Sanjani, Sara & Anvarkhah, Sepideh & Aghel, Hassan, 2011. "A case study of energy use and economical analysis of irrigated and dryland wheat production systems," Applied Energy, Elsevier, vol. 88(1), pages 283-288, January.
    6. Niero, Monia & Ingvordsen, Cathrine H. & Peltonen-Sainio, Pirjo & Jalli, Marja & Lyngkjær, Michael F. & Hauschild, Michael Z. & Jørgensen, Rikke B., 2015. "Eco-efficient production of spring barley in a changed climate: A Life Cycle Assessment including primary data from future climate scenarios," Agricultural Systems, Elsevier, vol. 136(C), pages 46-60.
    7. Payandeh, Z. & Kheiralipour, K. & Karimi, M. & Khoshnevisan, B., 2017. "Joint data envelopment analysis and life cycle assessment for environmental impact reduction in broiler production systems," Energy, Elsevier, vol. 127(C), pages 768-774.
    8. Nemecek, Thomas & Huguenin-Elie, Olivier & Dubois, David & Gaillard, Gérard & Schaller, Britta & Chervet, Andreas, 2011. "Life cycle assessment of Swiss farming systems: II. Extensive and intensive production," Agricultural Systems, Elsevier, vol. 104(3), pages 233-245, March.
    9. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S., 2019. "Energy auditing and optimization approach for improving energy efficiency of rice cultivation in south-western Punjab, India," Energy, Elsevier, vol. 174(C), pages 269-279.
    10. Nemecek, Thomas & Dubois, David & Huguenin-Elie, Olivier & Gaillard, Gérard, 2011. "Life cycle assessment of Swiss farming systems: I. Integrated and organic farming," Agricultural Systems, Elsevier, vol. 104(3), pages 217-232, March.
    11. Mohammadi, Ali & Omid, Mahmoud, 2010. "Economical analysis and relation between energy inputs and yield of greenhouse cucumber production in Iran," Applied Energy, Elsevier, vol. 87(1), pages 191-196, January.
    12. Sara Ilahi & Yongchang Wu & Muhammad Ahsan Ali Raza & Wenshan Wei & Muhammad Imran & Lyankhua Bayasgalankhuu, 2019. "Optimization Approach for Improving Energy Efficiency and Evaluation of Greenhouse Gas Emission of Wheat Crop using Data Envelopment Analysis," Sustainability, MDPI, vol. 11(12), pages 1-16, June.
    13. Soltani, Afshin & Rajabi, M.H. & Zeinali, E. & Soltani, Elias, 2013. "Energy inputs and greenhouse gases emissions in wheat production in Gorgan, Iran," Energy, Elsevier, vol. 50(C), pages 54-61.
    14. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    15. Yuan, Shen & Peng, Shaobing, 2017. "Trends in the economic return on energy use and energy use efficiency in China's crop production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 836-844.
    16. Aleksandra Dimitrijević & Marija Gavrilović & Sanjin Ivanović & Zoran Mileusnić & Rajko Miodragović & Saša Todorović, 2020. "Energy Use and Economic Analysis of Fertilizer Use in Wheat and Sugar Beet Production in Serbia," Energies, MDPI, vol. 13(9), pages 1-12, May.
    17. Ghasemi-Mobtaker, Hassan & Kaab, Ali & Rafiee, Shahin, 2020. "Application of life cycle analysis to assess environmental sustainability of wheat cultivation in the west of Iran," Energy, Elsevier, vol. 193(C).
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