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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.

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  • 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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    5. Dong Tian & Min Zhang & Xuejian Wei & Jing Wang & Weisong Mu & Jianying Feng, 2018. "GIS-Based Energy Consumption and Spatial Variation of Protected Grape Cultivation in China," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
    6. Zhihai Yang & Dong Wang & Tianyi Du & Anlu Zhang & Yixiao Zhou, 2018. "Total-Factor Energy Efficiency in China’s Agricultural Sector: Trends, Disparities and Potentials," Energies, MDPI, vol. 11(4), pages 1-16, April.
    7. Mardani, Aref & Taghavifar, Hamid, 2016. "An overview on energy inputs and environmental emissions of grape production in West Azerbayjan of Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 918-924.
    8. Vlontzos, G. & Pardalos, P.M., 2017. "Assess and prognosticate green house gas emissions from agricultural production of EU countries, by implementing, DEA Window analysis and artificial neural networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 155-162.
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    11. Elhami, Behzad & Ghasemi Nejad Raini, Mahmoud & Soheili-Fard, Farshad, 2019. "Energy and environmental indices through life cycle assessment of raisin production: A case study (Kohgiluyeh and Boyer-Ahmad Province, Iran)," Renewable Energy, Elsevier, vol. 141(C), pages 507-515.
    12. Aravindakshan, Sreejith & Rossi, Frederick J. & Krupnik, Timothy J., 2015. "What does benchmarking of wheat farmers practicing conservation tillage in the eastern Indo-Gangetic Plains tell us about energy use efficiency? An application of slack-based data envelopment analysis," Energy, Elsevier, vol. 90(P1), pages 483-493.
    13. Elahi, Ehsan & Zhang, Zhixin & Khalid, Zainab & Xu, Haiyun, 2022. "Application of an artificial neural network to optimise energy inputs: An energy- and cost-saving strategy for commercial poultry farms," Energy, Elsevier, vol. 244(PB).
    14. Tian, Dong & Zhang, Min & Xiong, Chuqiao & Mu, Weisong & Feng, Jianying, 2019. "Measuring the energy consumption and energy efficiency in two-harvest-a-year grape cultivation," Energy, Elsevier, vol. 189(C).
    15. Spyros Niavis & Nikos Tamvakis & Basil Manos & George Vlontzos, 2018. "Assessing and Explaining the Efficiency of Extensive Olive Oil Farmers: The Case of Pelion Peninsula in Greece," Agriculture, MDPI, vol. 8(2), pages 1-13, February.
    16. Arabi, Behrouz & Munisamy, Susila & Emrouznejad, Ali & Toloo, Mehdi & Ghazizadeh, Mohammad Sadegh, 2016. "Eco-efficiency considering the issue of heterogeneity among power plants," Energy, Elsevier, vol. 111(C), pages 722-735.
    17. Jaeho Shin & Changhee Kim & Hongsuk Yang, 2019. "Does Reduction of Material and Energy Consumption Affect to Innovation Efficiency? The Case of Manufacturing Industry in South Korea," Energies, MDPI, vol. 12(6), pages 1-14, March.
    18. Anirban Nandy & Piyush Kumar Singh & Alok Kumar Singh, 2021. "Systematic Review and Meta- regression Analysis of Technical Efficiency of Agricultural Production Systems," Global Business Review, International Management Institute, vol. 22(2), pages 396-421, April.
    19. Khoshroo, Alireza & Izadikhah, Mohammad & Emrouznejad, Ali, 2022. "Total factor energy productivity considering undesirable pollutant outputs: A new double frontier based malmquist productivity index," Energy, Elsevier, vol. 258(C).
    20. Rabiatul Munirah Alpandi & Fakarudin Kamarudin & Peter Wanke & Muhammad Syafiq Muhammad Salam & Hafezali Iqbal Hussain, 2022. "Energy Efficiency in Production of Swiftlet Edible Bird’s Nest," Sustainability, MDPI, vol. 14(10), pages 1-14, May.
    21. Muhammad N. Ashraf & Muhammad H. Mahmood & Muhammad Sultan & Redmond R. Shamshiri & Sobhy M. Ibrahim, 2021. "Investigation of Energy Consumption and Associated CO 2 Emissions for Wheat–Rice Crop Rotation Farming," Energies, MDPI, vol. 14(16), pages 1-18, August.

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