IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v93y2015ip2p2166-2174.html
   My bibliography  Save this article

Determining efficiency of energy input for silage corn production: An econometric approach

Author

Listed:
  • Houshyar, Ehsan
  • Zareifard, Hamid Reza
  • Grundmann, Philipp
  • Smith, Pete

Abstract

This study was undertaken to analyze the energy consumption patterns of silage corn production, the corresponding GHG emissions, the relationships between energy inputs and outputs, and the sensitivity of yield-to-energy inputs, using the Cobb–Douglass econometric model and MPP (Marginal Physical Productivity) in the Fars province of southwest Iran. Although the average amount of inputs and outputs were analyzed, 20% of the maximum and minimum values were also reported as cluster 1 (C1) and cluster 2 (C2) farmers. The results showed that around 45–68 GJ/ha energy was needed to produce 67–85 ton ha−1 of silage corn. According to the MPP, the most effective inputs on the yield were human power, chemicals and seed energy inputs, since the yield had the highest sensitivity to these three inputs. Three energy input scenarios were proposed based on the average, minimum and maximum energy consumptions; i.e. LEI (Low Energy Input), MEI (Medium Energy Input) and HEI (High Energy Input) scenarios. The lowest energy and yield were consumed and produced in the LEI, respectively. The output–input energy ratio, energy productivity and kg yield per kg CO2, were highest in the LEI, although higher energy and yield were used and produced in the MEI and HEI, respectively.

Suggested Citation

  • Houshyar, Ehsan & Zareifard, Hamid Reza & Grundmann, Philipp & Smith, Pete, 2015. "Determining efficiency of energy input for silage corn production: An econometric approach," Energy, Elsevier, vol. 93(P2), pages 2166-2174.
    • Handle: RePEc:eee:energy:v:93:y:2015:i:p2:p:2166-2174
    DOI: 10.1016/j.energy.2015.09.105
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544215013158
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2015.09.105?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wang, Xiuhong & Shen, Jianxiu & Zhang, Wei, 2014. "Emergy evaluation of agricultural sustainability of Northwest China before and after the grain-for-green policy," Energy Policy, Elsevier, vol. 67(C), pages 508-516.
    2. Mani, Indra & Kumar, Pradeep & Panwar, J.S. & Kant, Kamal, 2007. "Variation in energy consumption in production of wheat–maize with varying altitudes in hilly regions of Himachal Pradesh, India," Energy, Elsevier, vol. 32(12), pages 2336-2339.
    3. Gasparatos, Alexandros, 2011. "Resource consumption in Japanese agriculture and its link to food security," Energy Policy, Elsevier, vol. 39(3), pages 1101-1112, March.
    4. Barut, Zeliha Bereket & Ertekin, Can & Karaagac, Hasan Ali, 2011. "Tillage effects on energy use for corn silage in Mediterranean Coastal of Turkey," Energy, Elsevier, vol. 36(9), pages 5466-5475.
    5. 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.
    6. Pishgar Komleh, S.H. & Keyhani, A. & Rafiee, Sh. & Sefeedpary, P., 2011. "Energy use and economic analysis of corn silage production under three cultivated area levels in Tehran province of Iran," Energy, Elsevier, vol. 36(5), pages 3335-3341.
    7. Blancard, Stéphane & Martin, Elsa, 2014. "Energy efficiency measurement in agriculture with imprecise energy content information," Energy Policy, Elsevier, vol. 66(C), pages 198-208.
    8. Wusheng Yu & Hans G. Jensen, 2010. "China’s Agricultural Policy Transition: Impacts of Recent Reforms and Future Scenarios," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 343-368, June.
    9. Ekko van Ierland & Alfons Lansink, 2003. "Editorial Introduction: Economics of Sustainable Energy and Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(4), pages 287-289, April.
    10. 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.
    11. Pimentel, David & Pimentel, Marcia, 2006. "Global environmental resources versus world population growth," Ecological Economics, Elsevier, vol. 59(2), pages 195-198, September.
    12. 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.
    13. Hatirli, Selim Adem & Ozkan, Burhan & Fert, Cemal, 2005. "An econometric analysis of energy input-output in Turkish agriculture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 9(6), pages 608-623, December.
    14. 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.
    15. Dyer, J.A. & Kulshreshtha, S.N. & McConkey, B.G. & Desjardins, R.L., 2010. "An assessment of fossil fuel energy use and CO2 emissions from farm field operations using a regional level crop and land use database for Canada," Energy, Elsevier, vol. 35(5), pages 2261-2269.
    16. Šarauskis, Egidijus & Buragienė, Sidona & Masilionytė, Laura & Romaneckas, Kęstutis & Avižienytė, Dovile & Sakalauskas, Antanas, 2014. "Energy balance, costs and CO2 analysis of tillage technologies in maize cultivation," Energy, Elsevier, vol. 69(C), pages 227-235.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tian, Wei & Liu, Yunliang & Heo, Yeonsook & Yan, Da & Li, Zhanyong & An, Jingjing & Yang, Song, 2016. "Relative importance of factors influencing building energy in urban environment," Energy, Elsevier, vol. 111(C), pages 237-250.
    2. Shaofeng Jia & Qiubo Long & Raymond Yu Wang & Jiabo Yan & Deyong Kang, 2016. "On the Inapplicability of the Cobb-Douglas Production Function for Estimating the Benefit of Water Use and the Value of Water Resources," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(10), pages 3645-3650, August.
    3. Anita Konieczna & Kamil Roman & Monika Roman & Damian Śliwiński & Michał Roman, 2020. "Energy Efficiency of Maize Production Technology: Evidence from Polish Farms," Energies, MDPI, vol. 14(1), pages 1-20, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Barut, Zeliha Bereket & Ertekin, Can & Karaagac, Hasan Ali, 2011. "Tillage effects on energy use for corn silage in Mediterranean Coastal of Turkey," Energy, Elsevier, vol. 36(9), pages 5466-5475.
    3. Özgöz, Engin & Altuntaş, Ebubekir & Asiltürk, Murat, 2017. "Effects of soil tillage on energy use in potato farming in Central Anatolia of Turkey," Energy, Elsevier, vol. 141(C), pages 1517-1523.
    4. 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.
    5. Khoshnevisan, Benyamin & Rafiee, Shahin & Omid, Mahmoud & Mousazadeh, Hossein & Rajaeifar, Mohammad Ali, 2014. "Application of artificial neural networks for prediction of output energy and GHG emissions in potato production in Iran," Agricultural Systems, Elsevier, vol. 123(C), pages 120-127.
    6. Elsoragaby, Suha & Yahya, Azmi & Mahadi, Muhammad Razif & Nawi, Nazmi Mat & Mairghany, Modather, 2019. "Energy utilization in major crop cultivation," Energy, Elsevier, vol. 173(C), pages 1285-1303.
    7. Morteza Zangeneh & Narges Banaeian & Sean Clark, 2021. "Meta-Analysis on Energy-Use Patterns of Cropping Systems in Iran," Sustainability, MDPI, vol. 13(7), pages 1-28, March.
    8. Asgharipour, Mohammad Reza & Mondani, Farzad & Riahinia, Shahram, 2012. "Energy use efficiency and economic analysis of sugar beet production system in Iran: A case study in Khorasan Razavi province," Energy, Elsevier, vol. 44(1), pages 1078-1084.
    9. Tabatabaie, Seyed Mohammad Hossein & Rafiee, Shahin & Keyhani, Alireza, 2012. "Energy consumption flow and econometric models of two plum cultivars productions in Tehran province of Iran," Energy, Elsevier, vol. 44(1), pages 211-216.
    10. Pishgar-Komleh, Seyyed Hassan & Keyhani, Alireza & Mostofi-Sarkari, Mohammad Reza & Jafari, Ali, 2012. "Energy and economic analysis of different seed corn harvesting systems in Iran," Energy, Elsevier, vol. 43(1), pages 469-476.
    11. Burak Saltuk & Barbara Jagosz & Osman Gökdoğan & Roman Rolbiecki & Atılgan Atilgan & Stanisław Rolbiecki, 2022. "An Investigation on the Energy Balance and Greenhouse Gas Emissions of Orange Production in Turkey," Energies, MDPI, vol. 15(22), pages 1-14, November.
    12. Stanisław Bielski & Renata Marks-Bielska & Paweł Wiśniewski, 2022. "Investigation of Energy and Economic Balance and GHG Emissions in the Production of Different Cultivars of Buckwheat ( Fagopyrum esculentum Moench): A Case Study in Northeastern Poland," Energies, MDPI, vol. 16(1), pages 1-24, December.
    13. Alhajj Ali, Salem & Tedone, Luigi & De Mastro, Giuseppe, 2013. "A comparison of the energy consumption of rainfed durum wheat under different management scenarios in southern Italy," Energy, Elsevier, vol. 61(C), pages 308-318.
    14. Khoshnevisan, Benyamin & Rafiee, Shahin & Omid, Mahmoud & Mousazadeh, Hossein & Shamshirband, Shahaboddin & Hamid, Siti Hafizah Ab, 2015. "Developing a fuzzy clustering model for better energy use in farm management systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 27-34.
    15. Mohammadi, Ali & Rafiee, Shahin & Jafari, Ali & Keyhani, Alireza & Mousavi-Avval, Seyed Hashem & Nonhebel, Sanderine, 2014. "Energy use efficiency and greenhouse gas emissions of farming systems in north Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 724-733.
    16. Fan Fan & Bei Li & Weifeng Zhang & John R. Porter & Fusuo Zhang, 2021. "Evaluation of Sustainability of Irrigated Crops in Arid Regions, China," Sustainability, MDPI, vol. 13(1), pages 1-15, January.
    17. Elahi, Ehsan & Weijun, Cui & Jha, Sunil Kumar & Zhang, Huiming, 2019. "Estimation of realistic renewable and non-renewable energy use targets for livestock production systems utilising an artificial neural network method: A step towards livestock sustainability," Energy, Elsevier, vol. 183(C), pages 191-204.
    18. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
    19. Kazemi, Hossein & Bourkheili, Saeid Hassanpour & Kamkar, Behnam & Soltani, Afshin & Gharanjic, Kambiz & Nazari, Noor Mohammad, 2016. "Estimation of greenhouse gas (GHG) emission and energy use efficiency (EUE) analysis in rainfed canola production (case study: Golestan province, Iran)," Energy, Elsevier, vol. 116(P1), pages 694-700.
    20. Wang, Hongzhang & Ren, Hao & Han, Kun & Li, Geng & Zhang, Lihua & Zhao, Yali & Liu, Yuee & He, Qijin & Zhang, Jiwang & Zhao, Bin & Ren, Baizhao & Liu, Peng, 2023. "Improving the net energy and energy utilization efficiency of maize production systems in the North China Plain," Energy, Elsevier, vol. 274(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:93:y:2015:i:p2:p:2166-2174. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.