Abstract
Energy is one of the essential resources for human life and mainly classified as non-renewable resources. Since huge amounts of energy are consumed in the agriculture sector, an energy audit is an essential strategy in countries. Conservation agriculture as a tool for sustainable development can lead to saving agricultural resources. In the current investigation, energy audit for wheat conservation and conventional production systems was performed. For this purpose, 48 farms were selected randomly in 2016, and their energy performance was evaluated and compared. The data were analyzed to calculate energy parameters. Also, data envelopment analysis technique was used to identify the possible ways to achieve higher efficiency in farms. To this end, current and optimum situations and saving energy in different cultivation systems were determined using Charnes, Cooper, and Rhodes (CCR) model. The research results showed that the average energy ratio, net energy gain, specific energy, and energy productivity for conservation farms were 4.31, 137,656 MJ ha−1, 5.56 MJ kg−1, and 0.18 kg MJ−1, respectively. Corresponded values for conventional farms were measured to be 3.03, 90,101 MJ ha−1, 7.69 MJ kg−1, and 0.13 kg MJ−1, respectively. Data envelopment analysis results revealed that the highest saving energy in conventional system belongs to diesel fuel and irrigation inputs, and the least amount of energy saving was seen in human labor input. While for the conservation system, the highest and the least amount of energy saving belongs to nitrogen and human labor, respectively.
Similar content being viewed by others
References
Afzalinia S, Dehghanian S, Talati MH (2009) Effect of conservation tillage on soil physical properties fuel consumption and wheat yield. In: 4th Conference on Energy Efficiency and Agricultural Engineering, Rousse, Bulgaria
Akcaoz H, Ozcatalbas O, Kizilay H (2009) Analysis of energy use for pomegranate production in Turkey. J Food Agric Environ 7(2):475–480
Alen AD, Zeller M (2005) Technology adoption and farmer efficiency in multiple crops production in eastern Ethiopia: a comparison of parametric and non-parametric distance functions. Agric Econ Rev 6(1):5–17
Aravindakshan S, Rossi FJ, Krupnik TJ (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 90(1):483–493
ASAE (2003). Agricultural machinery management data D497.4 FEB03. American Society of Agricultural Engineers. ASAE Standards, pp. 373–380
Atici KB, Podinovski VV (2015) Using data envelopment analysis for the assessment of technical efficiency of units with different specialisations: an application to agriculture. Omega 54:72–83
Baležentis T, Kriščiukaitienė I, Baležentis A (2014) A nonparametric analysis of the determinants of family farm efficiency dynamics in Lithuania. Agric Econ 45(5):589–599
Banker RD, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag Sci 30(9):1078–1092
Bayramoglu Z, Gundogmus E (2009) The effect of EurepGAP standards on energy input use: a comparative analysis between certified and uncertified greenhouse tomato producers in Turkey. Energy Convers Manag 50:52–56
Bhan S, Behera UK (2014) Conservation agriculture in India problems prospects and policy issues. International Soil and Water Conservation Research 2(4):1–12
Blancard S, Martin E (2014) Energy efficiency measurement in agriculture with imprecise energy content information. Energy Policy 66:198–208
Borin M, Merini C, Sartori L (1997) Effects of tillage systems on energy and carbon balance in North-Eastern Italy. Soil Tillage Res 40(3):209–226
Boubaker K (2012) A review on renewable energy conceptual perspectives in North Africa using a polynomial optimization scheme. Renew Sust Energ Rev 16(6):4298–4302
Brentrup F, Küsters J, Lammel J, Barraclough P, Kuhlmann H (2004) Environmental impact assessment of agricultural production systems using the life cycle assessment (LCA) methodology: II. The application to N fertilizer use in winter wheat production systems. Eur J Agron 20:265–279
Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2(6):429–444
Cooper WW, Seiford LM, Tone K(2006) Introduction to data envelopment analysis and its uses: with DEA-solver software and references. Springer Science & Business Media
Erdal G, Esengün K, Erdal H, Gündüz O (2007) Energy use and economical analysis of sugar beet production in Tokat province of Turkey. Energy 32(1):35–41
Esengun K, Gunduz O, Erdal G (2007) Input–output energy analysis in dry apricot production of Turkey. Energy Convers Manag 48:592–598
Farrell MJ (1957) The measurement of productive efficiency. Journal of the Royal Statistical Society Series A (General) 120(3):253–290
Food and Agriculture Organization (FAO) (2014) FAOSTAT statistics database
Friedrich T, Derpsch R, Kassam A (2012) Overview of the global spread of conservation agriculture. Field actions science reports [Online]. Special issue 6. Online since 06 November 2012, connection on 30 September 2016. URL: http://factsreports.revues.org/1941
Hatirli AS, Ozkan B, Fert C (2006) Energy inputs and crop yield relationship in greenhouse tomato production. Renew Energy 31(4):427–438
Kaltsas AM, Mamolos AP, Tsatsarelis CA, Nanos GD, Kalburtji KL (2007) Energy budget in organic and conventional olive groves. Agric Ecosyst Environ 122:243–251
Keehley P (1997) Benchmarking for best practices in the public sector: achieving performance breakthroughs in federal, state, and local agencies. Jossey-Bass Inc Pub
Kepner RA, Bainer R, Barger BL (1978) Principles of farm machinery. AVI, Inc., USA
Khoshnevisan B, Rafiee S, Omid M, Mousazadeh H (2013) Applying data envelopment analysis approach to improve energy efficiency and reduce GHG (greenhouse gas) emission of wheat production. Energy 58:588–593
Kitani O (1999) CIGR handbook of agricultural engineering. ASAE Publications, St Joseph
Komleh PSH, Omid M, Keyhani A (2011) Study on energy use pattern and efficiency of corn silage in Iran by using data envelopment analysis (DEA) technique. Int J Environ Sci 1(4):1094–1106
Kraatz S (2008) Energy inputs for corn production in Wisconsin and Germany. ASABE Annual International Meeting, Rhode Island
Malana N, Malano HM (2006) Benchmarking productive efficiency of selected wheat areas in Pakistan and India using data envelopment analysis. Irrig Drain 55:383–394
Mardani M, Salarpour M (2015) Measuring technical efficiency of potato production in Iran using robust data envelopment analysis. Information Processing in Agriculture 2(1):6–14
Mardani A, Zavadskas EK, Streimikiene D, Jusoh A, Khoshnoudi M (2017) A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency. Renew Sust Energ Rev 70:1298–1322
Masuda K (2016) Measuring eco-efficiency of wheat production in Japan: a combined application of life cycle assessment and data envelopment analysis. J Clean Prod 126:373–431
Mohammadi A, Omid M (2010) Economical analysis and relation between energy inputs and yield of greenhouse cucumber production in Iran. Appl Energy 87:191–196
Mohammadi A, Tabatabaeefar A, Shahin S, Rafiee S, Keyhani A (2008) Energy use and economical analysis of potato production in Iran a case study: Ardabil province. Energy Convers Manag 49:3566–3570
Mousavi-Avval SH, Rafiee S, Jafari A, Mohammadi A (2011) Optimization of energy consumption for soybean production using data envelopment analysis (DEA) approach. Appl Energy 88(11):3765–3772
Ozkan B, Kuklu A, Akcaoz H (2004) An input-output energy analysis in greenhouse vegetable production: a case study for Antalya region of Turkey. Biomass Bioenergy 26:89–95
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. Agric Syst 72(2):149–172
Pishgar-Komleh SH, Keyhani A, Rafiee S, Sefeedpary P (2011) Energy use and economic analysis of corn silage production under three cultivated area levels in Tehran province of Iran. Energy 36:3335–3341
Pishgar-Komleh SH, Akram A, Keyhani A, Raei M (2017) Variability in the carbon footprint of open-field tomato production in Iran—a case study of Alborz and East-Azerbaijan provinces. J Clean Prod 142:1510–1517
Rusu T (2001) The influence of minimum soil tillage upon soil, yield and efficiency. PhD thesis, University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca, Romania
Rusu T (2014) Energy efficiency and soil conservation in conventional, minimum tillage and no-tillage. International Soil and Water Conservation Research 2(4):42–49
Saad AA, Das TK, Rana DS, Sharma AR, Bhattacharyya R, Krishan L (2016) Energy auditing of a maize–wheat–greengram cropping system under conventional and conservation agriculture in irrigated north-western Indo-Gangetic Plains. Energy 116(1):293–305
Safa M, Samarasinghe S, Mohssen M (2011) A field study of energy consumption in wheat production in Canterbury, New Zealand. Energy Convers Manag 52(7):2526–2532
Sarauskis E, Vaiciukevicius E, Romaneckas K, Sakalauskas A, Baranauskaite R (2009) Economic and energetic evaluation of sustainable tillage and cereal sowing technologies in Lithuania. Rural Development 4(1):280–285
Sarıca K, Or I (2007) Efficiency assessment of Turkish power plants using data envelopment analysis. Energy 32(8):1484–1499
Shahan S, Jafari A, Mobli H, Rafiee S, Karimi M (2008) Energy use and economical analysis of wheat production in Iran: a case study from Ardabil province. Journal of Agricultural Technology 4(1):77–88
Singh JM (2002) On farm energy use pattern in different cropping systems in Haryana, India. M.Sc thesis, International Institute of Management, University of Flensburg, Germany
Song M, An Q, Zhang W, Wang Z, Wu J (2012) Environmental efficiency evaluation based on data envelopment analysis: a review. Renew Sust Energ Rev 16(7):4465–4469
Strapatsa AV, Nanos GD, Tsatsarelis CA (2006) Energy flow for integrated apple production in Greece. Agric Ecosyst Environ 116:176–180
Tabatabaeefar A, Emamzadeh H, Ghasemi Varnamkhasti M, Rahimizadeh R, Karimi M (2009) Comparison of energy of tillage systems in wheat production. Energy 34:41–45
Thiam A, Bravo-Ureta BE, Rivas TE (2001) Technical efficiency in developing country agriculture: a meta-analysis. Agric Econ 25(2–3):235–243
Tipi T, Cetin B, Vardar A (2009) An analysis of energy use and input costs for wheat production in Turkey. J Food Agric Environ 7(2): 352–356
Tzilivakis J, Warner DJ, May M, Lewis KA, Jaggard K (2005) An assessment of the energy inputs and greenhouse gas emission in sugar beet (Beta vulgaris) production in the UK. Agric Syst 85:101–119
Uhlin HE (1998) Why energy productivity is increasing: an I-O analysis of Swedish agriculture. Agric Syst 56(4):443–465
Vlontzos G, Niavis S, Manos B (2014) A DEA approach for estimating the agricultural energy and environmental efficiency of EU countries. Renew Sust Energ Rev 40:91–96
Vural H, Efecan I (2012) An analysis of energy use and input costs for maize production in Turkey. Journal of Food, Agriculture & Environment 10(2):613–616
Wadud A, White B (2000) Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods. Appl Econ 32(13):1665–1673
Wang XB, Cai DX, Hoogmoed WB, Oenema O, Perdok UD (2006) Potential effect of conservation tillage on sustainable land use: a review of global long-term studies. Pedosphere 16(5):587–595
Yildiz T (2016) An input-output energy analysis of wheat production in Carsamba district of Samsun province. Journal of Agricultural Faculty of Gaziosmanpasa University 33(3):10–20
Zhou P, Ang BW, Poh KL (2008) A survey of data envelopment analysis in energy and environmental studies. Eur J Oper Res 189(1):1–18
Acknowledgments
The authors gratefully acknowledge the support of the Research Affairs Office of Shiraz University (Grant No. 94GRD1M215809) and funding of CNPq-TWAS Postgraduate Fellowship (Amin Mousavi Khaneghah) (Grant No. 3240274290).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Responsible editor: Philippe Garrigues
Rights and permissions
About this article
Cite this article
Moradi, M., Nematollahi, M.A., Mousavi Khaneghah, A. et al. Comparison of energy consumption of wheat production in conservation and conventional agriculture using DEA. Environ Sci Pollut Res 25, 35200–35209 (2018). https://doi.org/10.1007/s11356-018-3424-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-018-3424-x