Energy flow modeling and sensitivity analysis of inputs for canola production in Iran

Abstract This study examines energy use patterns and the relationship between energy inputs and yield for canola production in Golestan province of Iran. Data used in this study were obtained from 130 randomly selected canola farms using a face to face survey. The results revealed that total energy of 17,786.36 MJ ha −1 was required for canola production and fertilizer, diesel fuel and electricity were the main energy consuming inputs. Energy use efficiency and energy productivity were 3.02 and 0.12 kg MJ −1 , respectively. Moreover, in specifying a functional relationship the Cobb–Douglas production function was applied and the results showed that machinery, fertilizer, diesel fuel and water for irrigation energies significantly contributed to yield. Also, the marginal physical productivity (MPP) technique was applied to analyze the sensitivity of energy inputs. It was found that, canola production had more sensitivity on machinery, fertilizer and water for irrigation energies; so that an additional use of 1 MJ from each of the machinery, total fertilizer and water for irrigation would lead to an increase in production by 0.93, 0.61 and 0.24 kg, respectively. However, electricity and seed energies were contributed negatively to yield, which may result in inverse effect on yield and impose risks to the environment.

[1]  S. Rafiee,et al.  Improving energy use efficiency of canola production using data envelopment analysis (DEA) approach , 2011 .

[2]  Pål Börjesson,et al.  Agricultural crop-based biofuels – resource efficiency and environmental performance including direct land use changes , 2011 .

[3]  B Basso,et al.  Intensive olive orchards on sloping land: good water and pest management are essential. , 2008, Journal of environmental management.

[4]  Jean-Marc Blazy,et al.  Emergy evaluation and economic performance of banana cropping systems in Guadeloupe (French West Indies) , 2009 .

[5]  M. G. Varnamkhasti,et al.  Comparison of energy of tillage systems in wheat production , 2009 .

[6]  J. Ascough,et al.  Environmental and economic analysis of switchgrass production for water quality improvement in northeast Kansas. , 2006, Journal of environmental management.

[7]  K. Esengün,et al.  Input–output energy analysis in dry apricot production of Turkey , 2007 .

[8]  S. Moore Energy efficiency in small-scale biointensive organic onion production in Pennsylvania, USA , 2010, Renewable Agriculture and Food Systems.

[9]  S. Rafiee,et al.  Modeling and sensitivity analysis of energy inputs for apple production in Iran , 2010 .

[10]  N. Nahar,et al.  Energy use pattern in production agriculture of a typical village in arid zone India: part II , 2002 .

[11]  Ali Mohammadi,et al.  Energy inputs – yield relationship and cost analysis of kiwifruit production in Iran , 2010 .

[12]  O. Karkacıer,et al.  Input–output analysis of energy use in agriculture , 2005 .

[13]  Iman Beheshti Tabar,et al.  Energy balance in Iran's agronomy (1990-2006) , 2010 .

[14]  Erkan Rehber,et al.  A comparison of energy use in organic and conventional tomato production , 2008 .

[15]  Kemal Esengün,et al.  Energy use and economical analysis of sugar beet production in Tokat province of Turkey , 2007 .

[16]  Sensitivity analysis of the pond heating and temperature regulation (PHATR) model , 2006 .

[17]  İbrahim Yilmaz,et al.  An analysis of energy use and input costs for cotton production in Turkey , 2005 .

[18]  D. Hamby A review of techniques for parameter sensitivity analysis of environmental models , 1994, Environmental monitoring and assessment.

[19]  Surendra Singh,et al.  Optimization of energy inputs for wheat crop in Punjab , 2004 .

[20]  Halil Kizilaslan,et al.  Input–output energy analysis of cherries production in Tokat Province of Turkey , 2009 .

[21]  George Papadakis,et al.  The Energy Balance of Sunflower Production for Biodiesel in Greece , 2002 .

[22]  M. Uzunoz,et al.  Energy Input-output Analysis of Sunflower Seed (Helianthus annuus L.) Oil in Turkey , 2008 .

[23]  Olaf Christen,et al.  Effects of nitrogen source and rate on productivity and quality of winter oilseed rape (Brassica napus L.) grown in different crop rotations , 2005 .

[24]  Dawud Fadai,et al.  Utilization of renewable energy sources for power generation in Iran , 2007 .

[25]  X. Gabarrell,et al.  Life cycle assessment of sunflower and rapeseed as energy crops under Chilean conditions , 2010 .

[26]  Theocharis Tsoutsos,et al.  Life Cycle Assessment for biodiesel production under Greek climate conditions , 2010 .

[27]  D. de,et al.  Technological impact on energy consumption in rainfed soybean cultivation in Madhya Pradesh , 2001 .

[28]  V. Dovi',et al.  Cleaner energy for sustainable future , 2009 .

[29]  Selim Adem Hatirli,et al.  Energy inputs and crop yield relationship in greenhouse tomato production , 2006 .

[30]  Shahbaz Khan,et al.  Pathways to reduce the environmental footprints of water and energy inputs in food production , 2009 .

[31]  Ibrahim Akinci,et al.  ENERGY USE PATTERN OF SOME FIELD CROPS AND VEGETABLE PRODUCTION: CASE STUDY FOR ANTALYA REGION, TURKEY , 2005 .

[32]  A. Saltelli,et al.  A quantitative model-independent method for global sensitivity analysis of model output , 1999 .

[33]  A. Keyhani,et al.  Sensitivity analysis of energy inputs for barley production in Hamedan Province of Iran , 2010 .

[34]  Nicholas E. Korres,et al.  Can we meet targets for biofuels and renewable energy in transport given the constraints imposed by policy in agriculture and energy , 2010 .

[35]  Martin Drechsler,et al.  Sensitivity analysis of complex models , 1998 .

[36]  Yuexian Liu,et al.  Life cycle assessment of fossil energy use and greenhouse gas emissions in Chinese pear production , 2010 .