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A non-parametric Data Envelopment Analysis approach for improving energy efficiency of grape production

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  • Khoshroo, Alireza
  • Mulwa, Richard
  • Emrouznejad, Ali
  • Arabi, Behrouz

Abstract

Grape is one of the world's largest fruit crops with approximately 67.5 million tonnes produced each year and energy is an important element in modern grape productions as it heavily depends on fossil and other energy resources. Efficient use of these energies is a necessary step toward reducing environmental hazards, preventing destruction of natural resources and ensuring agricultural sustainability. Hence, identifying excessive use of energy as well as reducing energy resources is the main focus of this paper to optimize energy consumption in grape production.

Suggested Citation

  • Khoshroo, Alireza & Mulwa, Richard & Emrouznejad, Ali & Arabi, Behrouz, 2013. "A non-parametric Data Envelopment Analysis approach for improving energy efficiency of grape production," Energy, Elsevier, vol. 63(C), pages 189-194.
  • Handle: RePEc:eee:energy:v:63:y:2013:i:c:p:189-194
    DOI: 10.1016/j.energy.2013.09.021
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    1. Nassiri, Seyed Mehdi & Singh, Surendra, 2009. "Study on energy use efficiency for paddy crop using data envelopment analysis (DEA) technique," Applied Energy, Elsevier, vol. 86(7-8), pages 1320-1325, July.
    2. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, December.
    3. Beheshti Tabar, Iman & Keyhani, Alireza & Rafiee, Shaheen, 2010. "Energy balance in Iran's agronomy (1990-2006)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 849-855, February.
    4. Dhungana, Basanta R. & Nuthall, Peter L. & Nartea, Gilbert V., 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 1-23.
    5. 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.
    6. Houshyar, Ehsan & Azadi, Hossein & Almassi, Morteza & Sheikh Davoodi, Mohammad Javad & Witlox, Frank, 2012. "Sustainable and efficient energy consumption of corn production in Southwest Iran: Combination of multi-fuzzy and DEA modeling," Energy, Elsevier, vol. 44(1), pages 672-681.
    7. Richard Mulwa & Ali Emrouznejad & Lutta Muhammad, 2009. "Economic Efficiency of smallholder maize producers in Western Kenya: a DEA meta-frontier analysis," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 4(3), pages 250-267.
    8. Wang, Chunhua, 2007. "Decomposing energy productivity change: A distance function approach," Energy, Elsevier, vol. 32(8), pages 1326-1333.
    9. Bozoğlu, Mehmet & Ceyhan, Vedat, 2009. "Energy conversion efficiency of trout and sea bass production in the Black Sea, Turkey," Energy, Elsevier, vol. 34(2), pages 199-204.
    10. Canakci, M. & Akinci, I., 2006. "Energy use pattern analyses of greenhouse vegetable production," Energy, Elsevier, vol. 31(8), pages 1243-1256.
    11. Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
    12. Zhou, Nan & Levine, Mark D. & Price, Lynn, 2010. "Overview of current energy-efficiency policies in China," Energy Policy, Elsevier, vol. 38(11), pages 6439-6452, November.
    13. Rafiee, Shahin & Mousavi Avval, Seyed Hashem & Mohammadi, Ali, 2010. "Modeling and sensitivity analysis of energy inputs for apple production in Iran," Energy, Elsevier, vol. 35(8), pages 3301-3306.
    14. Mousavi-Avval, Seyed Hashem & Rafiee, Shahin & Mohammadi, Ali, 2011. "Optimization of energy consumption and input costs for apple production in Iran using data envelopment analysis," Energy, Elsevier, vol. 36(2), pages 909-916.
    15. Erdal, Gülistan & Esengün, Kemal & Erdal, Hilmi & Gündüz, Orhan, 2007. "Energy use and economical analysis of sugar beet production in Tokat province of Turkey," Energy, Elsevier, vol. 32(1), pages 35-41.
    16. Ramedani, Z. & Rafiee, S. & Heidari, M.D., 2011. "An investigation on energy consumption and sensitivity analysis of soybean production farms," Energy, Elsevier, vol. 36(11), pages 6340-6344.
    17. Lee, Wen-Shing, 2010. "Benchmarking the energy performance for cooling purposes in buildings using a novel index-total performance of energy for cooling purposes," Energy, Elsevier, vol. 35(1), pages 50-54.
    18. Pahlavan, Reza & Omid, Mahmoud & Akram, Asadollah, 2011. "Energy use efficiency in greenhouse tomato production in Iran," Energy, Elsevier, vol. 36(12), pages 6714-6719.
    19. 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.
    20. Spiro E. Stefanou & Swati Saxena, 1988. "Education, Experience, and Allocative Efficiency: A Dual Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(2), pages 338-345.
    21. M.R. Mulwa & A. Emrouznejad & F.M. Murithi, 2009. "Impact of liberalization on efficiency and productivity of sugar industry in Kenya," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 36(3), pages 250-264, July.
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