Hort. Sci. (Prague), 2023, 50(3):219-232 | DOI: 10.17221/155/2022-HORTSCI
Optimising energy efficiency and ecological footprint of off-season cucumber production agro-ecosystem upon different farm levels (Case of central Iran)Original Paper
- 1 Department of Agronomy and Horticultural Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
- 2 Department of Agronomy, Islamic Azad University, Rasht, Iran
- 3 Department of Agronomy and Horticultural Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
The present study aimed to use a non-parametric data envelopment analysis (DEA) to estimate the energy efficiency and greenhouse gas (GHG) emissions in off-season cucumber-producing greenhouses in different farm level management systems in Iran. Data were collected using a questionnaire completed by 83 cucumber producers through face-to-face interviews. The results showed that the energy use rate was 75.1%, 82.6%, and 86.2% in small (0.5–0.9 ha), medium (0.9–2 ha), and large farms (≥ 2 ha), respectively. In all the farm levels, the greatest energy use shares belonged to electricity, chemical fertilisers, and human labour, respectively. The results of the DEA revealed that the technical, pure technical, and scale efficiencies of the large farms were 87.3%, 92.8%, and 97.1%, respectively, which were higher compared to other farm level management systems. The ratio of energy savings was estimated at 5.62% and 2.97% for small and large farms, respectively. The results also showed that electricity, chemical fertilisers, and diesel fuel were the most responsible for the GHG emissions. By optimising the energy use, pollution per one/ha one of off-season cucumbers can be mitigated by 1 614.5 and 1 315.0 kg of CO2/ha in small and large greenhouses; indicating more attention is required in managing the energy inputs in small-sized agro-ecosystems, especially for electricity.
Keywords: CO2 consumption, emission; cucumber; energy-saving; envelopment analysis; greenhouse gas
Accepted: May 18, 2023; Published: September 29, 2023 Show citation
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References
- Akhtar S., Gu-Cheng L., Ullah R., Nazir A., Iqbal M.A., Raza M.H., Iqbal N., Faisal M. (2018): Factors influencing hybrid maize DMUs' risk attitudes and their perceptions in Punjab Province Pakistan. Journal of Integrative Agriculture, 17: 1454-1462.
Go to original source...
- Ali Q., Khan M.T.I., Khan M.N.I. (2017): Impact of energy efficiency improvement on greenhouse gas in off-season tomato farming: Evidence from Punjab, Pakistan. Advances in Energy Research, 5: 207-217.
- Anonymous. Agricultural Statistics, Vol. 1. 2012-2013 Cropping Seasons (2018) Ministry of Jihad-e-Agriculture, Tehran, Iran: 156. (in Persian)
- Bakhtiari A.A., Hematian A., Sharifi A. (2015): Energy analyses and greenhouse gas emissions assessment for saffron production cycle. Environmental Science and Pollution Research, 22: 16184-16201.
Go to original source...
Go to PubMed...
- Banaeian N., Zangeneh M., Omid M. (2010): Energy use efficiency for walnut producers using Data Envelopment Analysis (DEA). Australian Journal of Crop Science, 4: 359-362.
- Bartlett J.E., Kotrilk J.W., Higgins C.C. (2001): Organizational research: Determining appropriate sample size in survey research. Information Technology, Learning, and Performance Journal, 19: 43-50.
- Charnes A., Cooper W.W., Lewin A.Y., Seiford L.M. (1994): Basic DEA Models. Chapter 2. In: Charnes A., Cooper W.W. Lewin A.Y., Seiford L.M.: Data Envelopment Analysis: Theory, Methodology and Applications. Boston Kluwer Academic Publishers: 23-47.
Go to original source...
- Elhami B., Akram A., Khanali M. (2016): Optimization of energy consumption and environmental impacts of chickpea production using data envelopment analysis (DEA) and multi objective genetic algorithm (MOGA) approaches. Information Processing in Agriculture, 3: 190-205.
Go to original source...
- Ilyas H.M.A., Safa M., Bailey A., Rauf S., Pangborn M. (2019): The carbon footprint of energy consumption in pastoral and barn dairy farming systems: A case study from Canterbury, New Zealand. Sustainability, 11: 4809.
Go to original source...
- Ilahi S., Wu Y., Raza M.A.A., Wei W., Imran M., Bayasgalankhuu L. (2019): Optimization approach for improving energy efficiency and evaluation ofgreenhouse gas emission of wheat crop using data envelopment analysis. Sustainability, 11: 3409.
Go to original source...
- Jones C.D., Fraisse C.W., Ozores-Hampton M. (2012): Quantification of greenhouse gas emissions from open field-grown Florida tomato production. Agricultural Systems, 113: 64-72.
Go to original source...
- Khoshnevisan B., Rafiee S., Omid M., Mousazadeh H. (2013): Reduction of CO2 emission by improving energy use efficiency of greenhouse cucumber production using DEA approach. Energy, 55: 676-682.
Go to original source...
- Khoshroo A., Izadikhah M., Emrouznejad A. (2018): Improving energy efficiency considering reduction of CO2 emission of turnip production: A novel data envelopment analysis model with undesirable output approach. Journal of Cleaner Production, 187: 605-615.
Go to original source...
- Kizilaslan H. (2009): Input-output energy analysis of cherries production in Tokat Province of Turkey. Applied Energy, 86: 1354-1358.
Go to original source...
- Li F., Zhu Q.Y., Chen Z., Xue H.B. (2018): A balanced data envelopment analysis cross-efficiency evaluation approach. Expert Systems with Applications, 106: 154-168.
Go to original source...
- Li Y., Chiu Y.H., Lu L.C. (2019): Energy, CO2, AQI and economic performance in 31 cities in China: a slacks-based dynamic data envelopment analysis. Carbon Management, 10: 269-286.
Go to original source...
- Malana N.M., Malano H.M. (2006): Benchmarking productive efficiency of selected wheat areas in Pakistan and India using data envelopment analysis. Irrigation and Drainage, 55: 383-394.
Go to original source...
- Mardani A., Zavadskas E.K., Streimikiene D., Jusoh A., Khoshnoudi M. (2017): A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency. Renewable and Sustainable Energy Reviews, 70: 1298-1322.
Go to original source...
- Mohammadi A., Omid M. (2010): Economic analysis and relation between energy inputs and yield of greenhouse cucumber production in Iran. Applied Energy, 87: 191-196.
Go to original source...
- Mohammadi A., Rafiee S., Jafari A., Keyhani A., Mousavi Avval S.H., Nonhebel S. (2014): Energy use efficiency and greenhouse gas emissions of farming systems in north Iran. Renewable and Sustainable Energy Reviews, 30: 724-733.
Go to original source...
- Mohammadi A., Rafiee S., Mohtasebi S.S., Avval S.H.M., Rafiee H. (2011): Energy efficiency improvement and input cost saving in kiwifruit production using Data Envelopment Analysis approach. Renew Energy, 36: 2573-2579.
Go to original source...
- Mostashari Rad F., Nabavi Pelesaraei A., Soheilifard F., Fashami F.H., Chauf K. (2019): Energy optimization and greenhouse gas emissions mitigation for agricultural and horticultural systems in Northern Iran. Energy, 186: 115-845.
Go to original source...
- Mousavi Avval SH., Rafiee S., Jafari A., Mohammadi A. (2011): Improving energy use efficiency of canola production using data envelopment analysis (DEA) approach. Energy, 36: 2765-2772.
Go to original source...
- Ntinas G.K., Dannehl D., Schuch I., Rocksch T., Schmidt U. (2020): Sustainable greenhouse production with minimized carbon footprint by energy export. Biosystems Engineering, 189: 164-178.
Go to original source...
- Omid M., Ghojabeige F., Delshad M., Ahmadi H. (2011): Energy use pattern and benchmarking of selected greenhouses in Iran using data envelopment analysis. Energy Conversion and Management, 52: 153-162.
Go to original source...
- Pishgar-Komleh S.H., Ghahderijani M., Sefeefpari P. (2012): Energy consumption and CO2 emissions analysis of potato production based on different farm size levels in Iran. Journal of Cleaner Production, 33: 183-191.
Go to original source...
- Pishgar-Komleh SH., Sefeedpary P., Rafiee S. (2011): Energy and economic analysis of rice production under different farm levels in Guilan province of Iran. Energy, 36: 5824-5831.
Go to original source...
- Pishgar S.H., Omid M., Keyhani A. (2011): A Study on energy use pattern and efficiency of corn silage in Iran by using data envelopment analysis (DEA) Technique. International Journal of Environmental Sciences, 1: 1094-1106.
- Sharifi M. (2018): Energy inputs-Yield relationship and cost analysis of melon production in Khorasan Razavi province of Iran. Engineering in Agriculture, Environment and Food, 11: 109-113.
Go to original source...
- Sarica K., Or I. (2007): Efficiency assessment of Turkish power plants using data envelopment analysis. Energy, 32: 1484-1499.
Go to original source...
- Taki M., Yildizhan H. (2018): Evaluation the sustainable energy applications for fruit and vegetable productions processes; case study: Greenhouse cucumber production. Journal of Cleaner Production, 199: 164-172.
Go to original source...
- Taleghani A., Almassi M., Ghahderijani M. (2020): Environmental evaluation and optimization of energy use and greenhouse gases mitigation for farm production systems in Mashhad, Iran. Environmental Science and Pollution Research, 6: 1-12.
Go to original source...
Go to PubMed...
- Theurl M.C., Hörtenhuber S.J., Lindenthal T., Palme W. (2017): Unheated soil-grown winter vegetables in Austria: Greenhouse gas emissions and socio-economic factors of diffusion potential. Journal of Cleaner Production, 151: 134-144.
Go to original source...
- Unakitan G., Hurma H., Yilmaz F. (2010): An analysis of energy use efficiency of canola production in Turkey. Energy, 35: 3623-3627.
Go to original source...
- Vetter S.H., Sapkota T.B., Hillier J., Stirling C.M., Macdiarmid J.I., Aleksandrowicz L., Green R., Joy E.J.M., Dangour AD., Smith P. (2017): Greenhouse gas emissions from agricultural food production to supply Indian diets: Implications for climate change mitigation. Agriculture, Ecosystems & Environment, 237: 234-241.
Go to original source...
Go to PubMed...
- Wang Y., Ma Q., Li Y., Sun T., Jin H., Zhao C., Milne E., Easter M., Paustian K., Yong H.W.A., McDonagh J. (2019): Energy consumption, carbon emissions and global warming Potential of wolfberry production in Jingtai Oasis, Gansu province, China. Environmental Management, 64: 772-782.
Go to original source...
Go to PubMed...
- Wiser R., Millstein D., Mai T., Macknick J., Carpenter A., Cohen S., Cole W., Frew B., Heathb G. (2016): The environmental and public health benefits of achieving high penetrations of solar energy in the United States. Energy, 113: 472-486.
Go to original source...
- Wu H., Yuan Z., Geng Y., Ren J., Jiang S., Sheng H., Gao L. (2017): Temporal trends and spatial patterns of energy use efficiency and greenhouse gas emissions in crop production of Anhui Province. China, Energy, 133: 955-968.
Go to original source...
- Yaqubi M., Shahraki J., Sabouhi Sabouni M. (2016): On dealing with the pollution costs in agriculture: A case study of paddy fields. Science of the Total Environment, 556: 310-318.
Go to original source...
Go to PubMed...
- Yong T., Chunweki K. (2003): A hierarchical AHP/DEA methodology for the facilities layout design problem. European Journal of Operational Research, 147: 128-136.
Go to original source...
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