Energy efficiency and congestion considering data envelopment analysis and bounded adjusted measure: A case of tomato production

Auditing energy usage of farming operations is a key step towards agricultural sustainability. The current systems of tomato production use a considerable quantity of energy. As a result, improving energy efficiency is a crucial stage in decreasing energy consumption in tomato production. Data envel...

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Published inJournal of cleaner production Vol. 328; p. 129639
Main Authors Khoshroo, Alireza, Izadikhah, Mohammad, Emrouznejad, Ali
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 15.12.2021
Subjects
Bounded adjusted measure (BAM)
Congestion
Data envelopment analysis (DEA)
Energy efficiency
Tomato production
Data envelopment analysis (DEA)
Energy efficiency
Congestion
Bounded adjusted measure (BAM)
Tomato production
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Abstract Auditing energy usage of farming operations is a key step towards agricultural sustainability. The current systems of tomato production use a considerable quantity of energy. As a result, improving energy efficiency is a crucial stage in decreasing energy consumption in tomato production. Data envelopment analysis (DEA) model is an established methodology to assess energy efficiency in crop production. In this study, the bounded adjusted measure (BAM) is applied for improving the efficiency of tomato production as well as decreasing the carbon footprint. In this regard, the overall, environmental, production, and pure emission efficiency of tomato production in 24 provinces of Iran are investigated. The nine overall efficient tomato producing provinces recognized that showed they had no input excesses and/or output shortfalls. Also, similar to the overall efficiency, nine out of the 24 DMUs were recognized as environmental, production, and pure emission efficient. Finally, in order to measure the probable amounts of excessive investments in inputs, with the aim of obtaining more outputs, a new approach of determining congestion is proposed based on BAM model.
AbstractList Auditing energy usage of farming operations is a key step towards agricultural sustainability. The current systems of tomato production use a considerable quantity of energy. As a result, improving energy efficiency is a crucial stage in decreasing energy consumption in tomato production. Data envelopment analysis (DEA) model is an established methodology to assess energy efficiency in crop production. In this study, the bounded adjusted measure (BAM) is applied for improving the efficiency of tomato production as well as decreasing the carbon footprint. In this regard, the overall, environmental, production, and pure emission efficiency of tomato production in 24 provinces of Iran are investigated. The nine overall efficient tomato producing provinces recognized that showed they had no input excesses and/or output shortfalls. Also, similar to the overall efficiency, nine out of the 24 DMUs were recognized as environmental, production, and pure emission efficient. Finally, in order to measure the probable amounts of excessive investments in inputs, with the aim of obtaining more outputs, a new approach of determining congestion is proposed based on BAM model.
ArticleNumber 129639
Author Emrouznejad, Ali
Khoshroo, Alireza
Izadikhah, Mohammad
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  givenname: Mohammad
  surname: Izadikhah
  fullname: Izadikhah, Mohammad
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  organization: Department of Mathematics, College of Science, Arak Branch, Islamic Azad University, Arak, Iran
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  givenname: Ali
  orcidid: 0000-0001-8094-4244
  surname: Emrouznejad
  fullname: Emrouznejad, Ali
  email: a.emrouznejad@aston.ac.uk
  organization: Aston Business School, Aston University, Birmingham, UK & d National Research University Higher School of Economics, Russian Federation
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Keywords Data envelopment analysis (DEA)
Energy efficiency
Congestion
Bounded adjusted measure (BAM)
Tomato production
Language English
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Snippet Auditing energy usage of farming operations is a key step towards agricultural sustainability. The current systems of tomato production use a considerable...
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StartPage 129639
SubjectTerms Bounded adjusted measure (BAM)
Congestion
Data envelopment analysis (DEA)
Energy efficiency
Tomato production
Title Energy efficiency and congestion considering data envelopment analysis and bounded adjusted measure: A case of tomato production
URI https://dx.doi.org/10.1016/j.jclepro.2021.129639
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