Environmental management of tea production using joint of life cycle assessment and data envelopment analysis approaches

In this study, two methods including data envelopment analysis (DEA) and life cycle assessment (LCA) were applied in order to determine energy efficiency and aid in the reduction of environmental burdens for tea production in Guilan province, Iran. The initial data were collected from 30 tea producers using a face-to-face questionnaire. Two models including constant return to scale (CCR) and variable return to scale (BCC) were used for calculating efficiency scores. Simultaneously, ten impact categories (AD, AC, EP, GW, OLD, FE, ME, HT, TE, and PO) were assessed to identify the main problem areas in the tea farms. The results indicated that the average technical efficiency, pure technical efficiency and scale efficiency were 0.881, 0.979, and 0.897, respectively. Moreover, the total energy saving was computed to be in the range of 7193 MJ ha−1. The highest share of total energy saving potential belonged to nitrogen with 65.93% observed. Based on the results, nitrogen, diesel fuel and machinery were the main hotspots in the majority of impact categories in both of present and DEA farms. Furthermore, in this study, the potential for impact category reduction was investigated and the results illustrated that between 17 and 20% of emissions can be reduced by converting present to DEA farms. In conclusion, the joint DEA + LCA method can improve the energy efficiency and environmental impacts in tea production, significantly. © 2017 American Institute of Chemical Engineers Environ Prog, 36: 1116–1122, 2017

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

[2]  Humberto Varum,et al.  Comparative study of the life cycle assessment of particleboards made of residues from sugarcane bagasse (Saccharum spp.) and pine wood shavings (Pinus elliottii) , 2014 .

[3]  A. Antón,et al.  Environmental impact of screenhouse and open-field cultivation using a life cycle analysis: the case study of green bean production , 2012 .

[4]  Ashkan Nabavi-Pelesaraei,et al.  Neural network modeling of energy use and greenhouse gas emissions of watermelon production systems , 2016 .

[5]  Ashkan Nabavi-Pelesaraei,et al.  Applying data envelopment analysis approach to improve energy efficiency and reduce greenhouse gas emission of rice production , 2014 .

[6]  Gumersindo Feijoo,et al.  Further potentials in the joint implementation of life cycle assessment and data envelopment analysis. , 2010, The Science of the total environment.

[7]  N. Avkiran INVESTIGATING TECHNICAL AND SCALE EFFICIENCIES OF AUSTRALIAN UNIVERSITIES THROUGH DATA ENVELOPMENT ANALYSIS , 2001 .

[8]  Farshad Soheili-Fard,et al.  An investigation of relation between CO2 emissions and yield of tea production in Guilan province of Iran , 2014 .

[9]  John J. Reap,et al.  A survey of unresolved problems in life cycle assessment , 2008 .

[10]  K. P. Pandey,et al.  Improving energy productivity in paddy production through benchmarking—An application of data envelopment analysis , 2006 .

[11]  Chun-Hsien Chen,et al.  Review of life cycle assessment towards sustainable product development , 2014 .

[12]  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.

[13]  Mahmoud Omid,et al.  Determination of efficient and inefficient greenhouse cucumber producers using Data Envelopment Analysis approach, a case study: Jiroft city in Iran , 2014 .

[14]  A. Hospido,et al.  Benchmarking environmental and operational parameters through eco-efficiency criteria for dairy farms. , 2011, Science of the Total Environment.

[15]  Joan Rieradevall,et al.  Life cycle assessment of wood wastes: A case study of ephemeral architecture. , 2006, The Science of the total environment.

[16]  Matthias Finkbeiner,et al.  Scoping organizational LCA—challenges and solutions , 2015, The International Journal of Life Cycle Assessment.

[17]  Sebastián Lozano,et al.  Environmental impact efficiency in mussel cultivation , 2010 .

[18]  Maurizio Cellura,et al.  Life Cycle Assessment (LCA) of protected crops: an Italian case study , 2012 .

[19]  Hossein Mousazadeh,et al.  Life cycle assessment of medium-density fiberboard manufacturing process in Islamic Republic of Iran , 2016 .

[20]  G. Unakıtan,et al.  An analysis of energy use efficiency of canola production in Turkey , 2010 .

[21]  Yun Zhang,et al.  LCA as a decision support tool for evaluating cleaner production schemes in iron making industry , 2016 .

[22]  Gumersindo Feijoo,et al.  Joint life cycle assessment and data envelopment analysis of grape production for vinification in the Rías Baixas appellation (NW Spain) , 2012 .

[23]  Shahin Rafiee,et al.  Energy use pattern and sensitivity analysis of energy inputs and input costs for pear production in Iran , 2013 .

[24]  Tommy Dalgaard,et al.  Potential greenhouse gas emission reductions in soybean farming: a combined use of Life Cycle Assessment and Data Envelopment Analysis , 2013 .

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

[26]  Ashkan Nabavi-Pelesaraei,et al.  Modeling and optimization of CO2 emissions for tangerine production using artificial neural networks and data envelopment analysis , 2014 .

[27]  S. Rafiee,et al.  Optimization of energy required and greenhouse gas emissions analysis for orange producers using data envelopment analysis approach , 2014 .

[28]  Mahmoud Omid,et al.  Energy use efficiency in greenhouse tomato production in Iran , 2011 .

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