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Applying DEA optimization approach for energy auditing in wheat cultivation under rice-wheat and cotton-wheat cropping systems in north-western India

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  • Singh, Pritpal
  • Singh, Gurdeep
  • Sodhi, G.P.S.

Abstract

Wheat (Triticum aestivum L.) is highly energy intensive winter crop grown in rice-wheat and cotton-wheat cropping systems in north-western India. In this study, energy input-output relationships for wheat cultivation were estimated from data collected from 80 wheat producers (40 each in rice-wheat and cotton-wheat cropping system) by face-to-face survey. Energy input through irrigation water was significantly (p < 0.05) higher by 517 MJ ha-1 (14.5%) in wheat under cotton-wheat (4093 ± 133 MJ ha-1), compared with rice-wheat (3576 ± 124 MJ ha-1); while energy input difference from other sources was non-significant among cropping systems. Data pooled for cropping systems revealed that chemical fertilizers comprised ∼45%, while irrigation, electricity and diesel fuel consumption each shared ∼15% towards total input energy (EI). Wheat cultivation was energy efficient with EI of 25.6 ± 0.5 GJ ha-1 and total output energy (EO) of 191.7 ± 3.6 GJ ha-1 produced net energy gain (NEG) of 166.1 ± 3.5 GJ ha-1. Data Envelopment Analysis (DEA) elucidated 28 decision making units (DMUs) as energy efficient with technical score (TE) of 1.00, while 52 DMUs (∼65% of total DMUs) with TE < 1.00 were inefficient. Therefore, by the adoption of recommendations of the study, 3819 ± 641 MJ ha-1 (∼12% of EI) energy saving is possible from different inputs in wheat cultivation.

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  • Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S., 2019. "Applying DEA optimization approach for energy auditing in wheat cultivation under rice-wheat and cotton-wheat cropping systems in north-western India," Energy, Elsevier, vol. 181(C), pages 18-28.
    • Handle: RePEc:eee:energy:v:181:y:2019:i:c:p:18-28
    DOI: 10.1016/j.energy.2019.05.147
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    as
    1. Mousavi-Avval, Seyed Hashem & Rafiee, Shahin & Jafari, Ali & Mohammadi, Ali, 2011. "Improving energy use efficiency of canola production using data envelopment analysis (DEA) approach," Energy, Elsevier, vol. 36(5), pages 2765-2772.
    2. Singh, H. & Singh, A.K. & Kushwaha, H.L. & Singh, Amit, 2007. "Energy consumption pattern of wheat production in India," Energy, Elsevier, vol. 32(10), pages 1848-1854.
    3. 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.
    4. 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.
    5. Mohammadi, Ali & Rafiee, Shahin & Mohtasebi, Seyed Saeid & Mousavi Avval, Seyed Hashem & Rafiee, Hamed, 2011. "Energy efficiency improvement and input cost saving in kiwifruit production using Data Envelopment Analysis approach," Renewable Energy, Elsevier, vol. 36(9), pages 2573-2579.
    6. Singh, Simron Jit & Krausmann, Fridolin & Gingrich, Simone & Haberl, Helmut & Erb, Karl-Heinz & Lanz, Peter & Martinez-Alier, Joan & Temper, Leah, 2012. "India's biophysical economy, 1961–2008. Sustainability in a national and global context," Ecological Economics, Elsevier, vol. 76(C), pages 60-69.
    7. Jones, M. R., 1989. "Analysis of the use of energy in agriculture--Approaches and problems," Agricultural Systems, Elsevier, vol. 29(4), pages 339-355.
    8. Mousavi-Avval, Seyed Hashem & Rafiee, Shahin & Jafari, Ali & Mohammadi, Ali, 2011. "Optimization of energy consumption for soybean production using Data Envelopment Analysis (DEA) approach," Applied Energy, Elsevier, vol. 88(11), pages 3765-3772.
    9. Munir Ahmad & Ghulam Mustafa Chaudhry & Mohammad Iqbal, 2002. "Wheat Productivity, Efficiency, and Sustainability: A Stochastic Production Frontier Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(4), pages 643-663.
    10. Nabavi-Pelesaraei, Ashkan & Hosseinzadeh-Bandbafha, Homa & Qasemi-Kordkheili, Peyman & Kouchaki-Penchah, Hamed & Riahi-Dorcheh, Farshid, 2016. "Applying optimization techniques to improve of energy efficiency and GHG (greenhouse gas) emissions of wheat production," Energy, Elsevier, vol. 103(C), pages 672-678.
    11. 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.
    12. Khoshnevisan, Benyamin & Rafiee, Shahin & Omid, Mahmoud & Mousazadeh, Hossein, 2013. "Applying data envelopment analysis approach to improve energy efficiency and reduce GHG (greenhouse gas) emission of wheat production," Energy, Elsevier, vol. 58(C), pages 588-593.
    13. Alluvione, Francesco & Moretti, Barbara & Sacco, Dario & Grignani, Carlo, 2011. "EUE (energy use efficiency) of cropping systems for a sustainable agriculture," Energy, Elsevier, vol. 36(7), pages 4468-4481.
    14. 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.
    15. Pervanchon, F. & Bockstaller, C. & Girardin, P., 2002. "Assessment of energy use in arable farming systems by means of an agro-ecological indicator: the energy indicator," Agricultural Systems, Elsevier, vol. 72(2), pages 149-172, May.
    16. Taghavifar, Hamid & Mardani, Aref, 2015. "Energy consumption analysis of wheat production in West Azarbayjan utilizing life cycle assessment (LCA)," Renewable Energy, Elsevier, vol. 74(C), pages 208-213.
    17. Khoshnevisan, Benyamin & Shariati, Hanifreza Motamed & Rafiee, Shahin & Mousazadeh, Hossein, 2014. "Comparison of energy consumption and GHG emissions of open field and greenhouse strawberry production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 316-324.
    18. Esengun, Kemal & Erdal, Gülistan & Gündüz, Orhan & Erdal, Hilmi, 2007. "An economic analysis and energy use in stake-tomato production in Tokat province of Turkey," Renewable Energy, Elsevier, vol. 32(11), pages 1873-1881.
    19. 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.
    20. Tabatabaeefar, A. & Emamzadeh, H. & Varnamkhasti, M. Ghasemi & Rahimizadeh, R. & Karimi, M., 2009. "Comparison of energy of tillage systems in wheat production," Energy, Elsevier, vol. 34(1), pages 41-45.
    21. 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.
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    Cited by:

    1. Singh, Pritpal & Singh, Gurdeep & Gupta, Alok & Sodhi, Gurjinder Pal Singh, 2023. "Data envelopment analysis based energy optimization for improving energy efficiency in wheat established following rice residue management in rice-wheat cropping system," Energy, Elsevier, vol. 284(C).
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    5. Muhammad N. Ashraf & Muhammad H. Mahmood & Muhammad Sultan & Narges Banaeian & Muhammad Usman & Sobhy M. Ibrahim & Muhammad U. B. U. Butt & Muhammad Waseem & Imran Ali & Aamir Shakoor & Zahid M. Khan, 2020. "Investigation of Input and Output Energy for Wheat Production: A Comprehensive Study for Tehsil Mailsi (Pakistan)," Sustainability, MDPI, vol. 12(17), pages 1-22, August.
    6. Darius Juknevičius & Zita Kriaučiūnienė & Algirdas Jasinskas & Egidijus Šarauskis, 2020. "Analysis of Changes in Soil Organic Carbon, Energy Consumption and Environmental Impact Using Bio-Products in the Production of Winter Wheat and Oilseed Rape," Sustainability, MDPI, vol. 12(19), pages 1-15, October.
    7. Singh, Pritpal & Sandhu, Amarjeet Singh, 2023. "Energy budgeting and economics of potato (Solanum tuberosum L.) cultivation under different sowing methods in north-western India," Energy, Elsevier, vol. 269(C).
    8. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S. & Sharma, Sandeep, 2021. "Energy optimization in wheat establishment following rice residue management with Happy Seeder technology for reduced carbon footprints in north-western India," Energy, Elsevier, vol. 230(C).
    9. Leonidas Sotirios Kyrgiakos & George Vlontzos & Panos M. Pardalos, 2021. "Ranking EU Agricultural Sectors under the Prism of Alternative Widths on Window DEA," Energies, MDPI, vol. 14(4), pages 1-26, February.
    10. Brar, Harjeet Singh & Singh, Pritpal, 2022. "Pre-and post-sowing irrigation scheduling impacts on crop phenology and water productivity of cotton (Gossypium hirsutum L.) in sub-tropical north-western India," Agricultural Water Management, Elsevier, vol. 274(C).
    11. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S., 2020. "Energy and carbon footprints of wheat establishment following different rice residue management strategies vis-à-vis conventional tillage coupled with rice residue burning in north-western India," Energy, Elsevier, vol. 200(C).
    12. Bhunia, Snehasish & Karmakar, Subrata & Bhattacharjee, Suvendu & Roy, Kingshuk & Kanthal, Sahely & Pramanick, Mahadev & Baishya, Aniket & Mandal, Biswapati, 2021. "Optimization of energy consumption using data envelopment analysis (DEA) in rice-wheat-green gram cropping system under conservation tillage practices," Energy, Elsevier, vol. 236(C).
    13. Shao-Yin Hsu & Chih-Yu Yang & Yueh-Ling Chen & Ching-Cheng Lu, 2023. "Agricultural Efficiency in Different Regions of China: An Empirical Analysis Based on Dynamic SBM-DEA Model," Sustainability, MDPI, vol. 15(9), pages 1-17, April.
    14. 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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