Integration of life cycle assessment and Cobb-Douglas modeling for the environmental assessment of kiwifruit in Iran

This paper aimed at evaluating the environmental impacts of kiwifruit production in Guilan province of Iran using Life Cycle Assessment (LCA) methodology and Cobb-Douglas (CD) modeling. For this purpose, a functional unit (FU) equal to one tonne kiwifruit was applied based on ISO 14,040 methods. Data were obtained from 84 kiwifruit producers using a questionnaire during 2012–2013. Seven impact categories were selected to be evaluated using the life cycle of kiwifruit in the region. The results of data analysis revealed that the amounts of emissions, including NH3, N2O, NOx, CO2, CH4 and SO2, for one tonne production of kiwifruit were 2.00, 0.34, 0.30, 45.08, 0.06 and 0.15, respectively. Characterization indices included global warming potential, acidification, terrestrial eutrophication, land use, the depletion of fossil resources, the depletion of phosphate, and the depletion of potash were calculated as 152.18 kg CO2eq, 3.53 kg SO2eq, 9.15 kg NOxeq, 0.32 ha, 531.23 MJ, 2.57 kg P2O5 and 0.83 kg K2O, respectively. Indicators for environmental index (Eco-indeX) and resource depletion (RDI) were 0.35 and 0.45, respectively. High potentials for environmental impacts due to depletion of phosphate resources and eutrophication in the RDI and Eco-indeX Indicators were found. The results of LCA + CD showed that the impacts of inputs, including diesel fuel, phosphate and potash fertilizers on the yield of kiwifruit were positive, while the impacts of urea fertilizer on the yield was negative. To conclude, due to the high environmental impacts of urea fertilizer and its negative effect on kiwifruit yield, it is recommended to replace urea with other sources of nitrogen fertilizer which have lower environmental impacts.

[1]  Kyle W Meisterling,et al.  Decisions to reduce greenhouse gases from agriculture and product transport: LCA case study of organic and conventional wheat , 2009 .

[2]  M. Khojastehpour,et al.  Environmental impacts of peanut production system using life cycle assessment methodology , 2015 .

[3]  Anthony G. Fane,et al.  An improved life cycle impact assessment (LCIA) approach for assessing aquatic eco-toxic impact of brine disposal from seawater desalination plants , 2013 .

[4]  M. Bannayan,et al.  The environmental impact assessment of wheat and barley production by using life cycle assessment (LCA) methodology , 2012, Environment, Development and Sustainability.

[5]  Cliff I. Davidson,et al.  An ammonia emission inventory for fertilizer application in the United States , 2003 .

[6]  S. Bocchi,et al.  Environmental profile of paddy rice cultivation with different straw management. , 2014, The Science of the total environment.

[7]  Hans-Jürgen Dr. Klüppel,et al.  The Revision of ISO Standards 14040-3 - ISO 14040: Environmental management – Life cycle assessment – Principles and framework - ISO 14044: Environmental management – Life cycle assessment – Requirements and guidelines , 2005 .

[8]  T. Bruulsema,et al.  Review of greenhouse gas emissions from crop production systems and fertilizer management effects , 2009 .

[9]  Mehdi Khojastehpour,et al.  A Comparative Study of Energy Use and Greenhouse Gas Emissions of Canola Production , 2015 .

[10]  Murat Kucukvar,et al.  A fuzzy data envelopment analysis framework for dealing with uncertainty impacts of input–output life cycle assessment models on eco-efficiency assessment , 2016 .

[11]  Sarah J. Cowell,et al.  Evaluation of the environmental impacts of apple production using Life Cycle Assessment (LCA): Case study in New Zealand , 2006 .

[12]  Guangming Chen,et al.  A review: Renewable energy with absorption chillers in Thailand , 2010 .

[13]  L. Lynd,et al.  Beneficial Biofuels—The Food, Energy, and Environment Trilemma , 2009, Science.

[14]  Ashkan Nabavi-Pelesaraei,et al.  Gate to gate life cycle assessment of flat pressed particleboard production in Islamic Republic of Iran , 2016 .

[15]  Giovanni Molari,et al.  Impact evaluation of integrated food-bioenergy systems: A comparative LCA of peach nectar , 2015 .

[16]  R. Scholz,et al.  Management influence on environmental impacts in an apple production system on Swiss fruit farms: Combining life cycle assessment with statistical risk assessment , 2006 .

[17]  Jacopo Bacenetti,et al.  Model for the economic, energy and environmental evaluation in biomass productions , 2012 .

[18]  Lixiao Zhang,et al.  Environmental life cycle assessment of a small hydropower plant in China , 2015, The International Journal of Life Cycle Assessment.

[19]  Bruno Notarnicola,et al.  Life cycle assessment application in the fruit sector: State of the art and recommendations for environmental declarations of fruit products , 2014 .

[20]  A. Soltani,et al.  Energy inputs and greenhouse gases emissions in wheat production in Gorgan, Iran , 2013 .

[21]  Hans-Peter Weikard,et al.  Assessing phosphate rock depletion and phosphorus recycling options , 2013 .

[22]  Mohammad Sadegh Allahyari,et al.  Implementing Minkowski fuzzy screening, entropy, and aggregation methods for selecting agricultural sustainability indicators , 2016 .

[23]  S. Firouzi A survey on the current status of mechanization of paddy cultivation in Iran: case of Guilan Province. , 2015 .

[24]  Mehdi Khojastehpour,et al.  Investigation of energy inputs for peach production using sensitivity analysis in Iran , 2012 .

[25]  Murat Kucukvar,et al.  Economic Input–Output Based Sustainability Analysis of Onshore and Offshore Wind Energy Systems , 2015 .

[26]  Anna Björklund,et al.  Life cycle assessment as an analytical tool in strategic environmental assessment. Lessons learned from a case study on municipal energy planning in Sweden , 2012 .

[27]  Mazlan Abdul Wahid,et al.  A review on green energy potentials in Iran , 2013 .

[28]  Mingxin Wang,et al.  Life cycle assessment of the winter wheat-summer maize production system on the North China Plain , 2007 .

[29]  O. Jolliet,et al.  Environmental analysis of intensity level in wheat crop production using life cycle assessment , 2006 .

[30]  Ali Maleki,et al.  An assessment of energy modeling and input costs for greenhouse button mushroom production in Iran , 2014 .

[31]  Shahaboddin Shamshirband,et al.  Decreasing environmental impacts of cropping systems using life cycle assessment (LCA) and multi-objective genetic algorithm , 2015 .

[32]  M. H. Komarizadeh,et al.  Effects of crop-machine variables on paddy grain damage during handling with an inclined screw auger , 2010 .

[33]  Takeo Shiina,et al.  A review of life cycle assessment (LCA) on some food products. , 2009 .

[34]  Jacopo Bacenetti,et al.  Environmental assessment of different harvesting solutions for Short Rotation Coppice plantations. , 2016, The Science of the total environment.

[35]  M. Khanali,et al.  Investigating energy balance and carbon footprint in saffron cultivation – a case study in Iran , 2016 .

[36]  Nor Badrul Anuar,et al.  Evaluation of traditional and consolidated rice farms in Guilan Province, Iran, using life cycle assessment and fuzzy modeling. , 2014, The Science of the total environment.

[37]  Per-Anders Hansson,et al.  Uncertainties in the carbon footprint of food products: a case study on table potatoes , 2010 .

[38]  G. W. Snedecor Statistical Methods , 1964 .

[39]  Nik,et al.  Economic Feasibility Study of Power Generation from Anaerobic Digestion of Organic Wastes in Iran (Case Study: A Poultry Farm) , 2014 .

[40]  Shabbir H. Gheewala,et al.  Energy balance and GHG-abatement cost of cassava utilization for fuel ethanol in Thailand , 2007 .

[41]  M. Heidari,et al.  An investigation on energy consumption and sensitivity analysis of soybean production farms , 2011 .

[42]  Saeed Firouzi,et al.  Energy-use pattern and carbon footprint of rain-fed watermelon production in Iran , 2016 .

[43]  Ashkan Nabavi-Pelesaraei,et al.  Applying optimization techniques to improve of energy efficiency and GHG (greenhouse gas) emissions of wheat production , 2016 .

[44]  P. Barraclough,et al.  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 , 2004 .

[45]  Murat Kucukvar,et al.  Stochastic decision modeling for sustainable pavement designs , 2014, The International Journal of Life Cycle Assessment.

[46]  S. Polasky,et al.  Agricultural sustainability and intensive production practices , 2002, Nature.

[47]  N. Jungbluth,et al.  Environmental impacts of organic and conventional agricultural products--are the differences captured by life cycle assessment? , 2015, Journal of environmental management.

[48]  M. Allahyari,et al.  Identifying indicators of environmentally sustainable agriculture in paddy fields of Guilan province. , 2014 .

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

[50]  Mahmoud Omid,et al.  On the study of energy use and GHG (greenhouse gas) emissions in greenhouse cucumber production in Yazd province , 2013 .

[51]  Shahaboddin Shamshirband,et al.  Resource management in cropping systems using artificial intelligence techniques: a case study of orange orchards in north of Iran , 2015, Stochastic Environmental Research and Risk Assessment.

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

[53]  Amir Rahbar,et al.  Modeling and optimization of energy consumption for grapefruit production in Iran , 2015 .

[54]  Frank Brentrup,et al.  Methods to estimate on-field nitrogen emissions from crop production as an input to LCA studies in the agricultural sector , 2000 .

[55]  Terry Kelly,et al.  Modeling Carbon Footprints of Organic Orchard Production Systems to Address Carbon Trading: An Approach Based on Life Cycle Assessment , 2011 .

[56]  Varun,et al.  Life cycle assessment of solar PV based electricity generation systems: A review , 2010 .

[57]  K. Rosentrater,et al.  TECHNO-ECONOMIC ANALYSIS (TEA) AND LIFE CYCLE ASSESSMENT (LCA) OF MAIZE STORAGE IN DEVELOVING COUNTRIES , 2014 .

[58]  A. Carlsson-kanyama,et al.  Food and life cycle energy inputs: consequences of diet and ways to increase efficiency , 2003 .

[59]  Shahin Rafiee,et al.  Energy and economic analysis of rice production under different farm levels in Guilan province of Iran , 2011 .

[60]  Carles M. Gasol,et al.  Life Cycle Assessment of multiyear peach production , 2015 .

[61]  K. Abeliotis,et al.  Life cycle assessment of bean production in the Prespa National Park, Greece , 2013 .

[62]  Shahin Rafiee,et al.  Energy flow modeling and sensitivity analysis of inputs for canola production in Iran , 2011 .

[63]  Carlo Ingrao,et al.  Life Cycle Assessment for highlighting environmental hotspots in Sicilian peach production systems , 2015 .

[64]  Alireza Keyhani,et al.  Joint Life Cycle Assessment and Data Envelopment Analysis for the benchmarking of environmental impacts in rice paddy production , 2015 .

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

[66]  Murat Kucukvar,et al.  A macro-level decision analysis of wind power as a solution for sustainable energy in the USA , 2015 .

[67]  Eddie Schrevens,et al.  Life cycle assessment of Colombian greenhouse tomato production based on farmer-level survey data , 2014 .

[68]  Jacopo Bacenetti,et al.  The environmental impact of the production of fresh cut salad: a case study in Italy , 2016, The International Journal of Life Cycle Assessment.

[69]  M. Omid,et al.  A review of macroalgae production, with potential applications in biofuels and bioenergy , 2016 .

[70]  K. Jaggard,et al.  An assessment of the energy inputs and greenhouse gas emissions in sugar beet (Beta vulgaris) production in the UK , 2005 .

[71]  J. Lammel,et al.  Environmental impact assessment of agricultural production systems using the life cycle assessment methodology: I. Theoretical concept of a LCA method tailored to crop production , 2004 .

[72]  M. Khojastehpour,et al.  Life Cycle Assessment modeling of milk production in Iran , 2015 .

[73]  Sander Bruun,et al.  A review of studies applying environmental impact assessment methods on fruit production systems. , 2011, Journal of environmental management.

[74]  Danny L. Reed,et al.  Environmental impact assessment of regional switchgrass feedstock production comparing nitrogen input scenarios and legume-intercropping systems , 2015 .