Applying data envelopment analysis approach to improve energy efficiency and reduce GHG (greenhouse gas) emission of wheat production

被引：95
作者：
Khoshnevisan, Benyamin [1 ]
Rafiee, Shahin [1 ]
Omid, Mahmoud [1 ]
Mousazadeh, Hossein [1 ]
机构：
[1] Univ Tehran, Dept Agr Machinery Engn, Fac Agr Engn & Technol, Karaj, Iran
来源：
ENERGY | 2013年 / 58卷
关键词：
Wheat production; DEA; Technical efficiency; GHG emission; ECONOMIC-ANALYSIS; BENCHMARKING; CONSUMPTION; PROVINCE; CARBON; CROP;
D O I：
10.1016/j.energy.2013.06.030
中图分类号：
O414.1 [热力学];
学科分类号：
摘要：
In this study, DEA (data envelopment analysis) was applied to analyze the energy efficiency of wheat farms in order to separate efficient and inefficient growers and to calculate the wasteful uses of energy. Additionally, the degrees of TE (technical efficiency), PTE (pure technical efficiency) and SE (scale efficiency) were determined. Furthermore, the effect of energy optimization on GHG (greenhouse gas) emission was investigated and the total amount of GHG emission of efficient farms was compared with inefficient ones. Based on the results it was revealed that 18% of producers were technically efficient and the average of TE was calculated as 0.82. Based on the BCC (Banker-Charnes-Cooper) model 154 growers (59%) were identified efficient and the mean PTE of these farmers was found to be 0.99. Also, it was concluded that 2075.8 MJ ha(-1) of energy inputs can be saved if the performance of inefficient farms rises to a high level. Additionally, it was observed that the total GHG emission from efficient and inefficient producers was 27133 and 2740.8 kg CO2eq. ha(-1), respectively. By energy optimization the total GHG emission can be reduced to the value of 2684.29 kg CO2eq. ha(-1). (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码：588 / 593
页数：6
相关论文
共 50 条
[41]   Analysis of Energy Use Efficiency and Greenhouse Gas Emissions of Lemon (Citrus lemon L.) Production in Turkey [J].
Ozbek, Osman ;
Dokumaci, Keziban Yalcin ;
Gokdogan, Osman .
ERWERBS-OBSTBAU, 2023, 65 (05) :1705-1712
[42]   Energy Efficiency of Intensive Rice Production in Japan: An Application of Data Envelopment Analysis [J].
Masuda, Kiyotaka .
SUSTAINABILITY, 2018, 10 (01)
[43]   Energy input-output analysis and greenhouse gas emission in okra and tomato production in Chotanagpur plateau region of India [J].
Sarkar, B. ;
Das, B. ;
Sundaram, P. K. ;
Mali, S. S. ;
Anurag, A. P. ;
Upadhyaya, A. ;
Chandra, N. ;
Bhatt, B. P. ;
Kumar, A. .
ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2023, 25 (11) :12945-12964
[44]   Optimization of energy consumption and its effect on the energy use efficiency and greenhouse gas emissions of wheat production in Turkey [J].
Imran, Muhammad ;
Ozcatalbas, Orhan .
DISCOVER SUSTAINABILITY, 2021, 2 (01)
[45]   Energy Budgeting, Data Envelopment Analysis and Greenhouse Gas Emission from Rice Production System: A Case Study from Puddled Transplanted Rice and Direct-Seeded Rice System of Karnataka, India [J].
Basavalingaiah, Kariyaiah ;
Ramesha, Y. M. ;
Paramesh, Venkatesh ;
Rajanna, G. A. ;
Jat, Shankar Lal ;
Dhar Misra, Shiva ;
Kumar Gaddi, Ashok ;
Girisha, H. C. ;
Yogesh, G. S. ;
Raveesha, S. ;
Roopa, T. K. ;
Shashidhar, K. S. ;
Kumar, Bipin ;
El-Ansary, Diaa O. ;
Elansary, Hosam O. .
SUSTAINABILITY, 2020, 12 (16)
[46]   Eco-Efficiency in Farm Management for Sustainable Agriculture: a Two-Stage Data Envelopment Analysis in Wheat Production [J].
Guney, Osman Inanc .
POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2021, 30 (06) :5549-5557
[47]   Assessing the technical efficiency of maize production in northern Ghana: The data envelopment analysis approach [J].
Abdulai, Shamsudeen ;
Nkegbe, Paul Kwame ;
Donkoh, Samuel Arkoh .
COGENT FOOD & AGRICULTURE, 2018, 4 (01)
[48]   Applying multi-objective genetic algorithm (MOGA) to optimize the energy inputs and greenhouse gas emissions (GHG) in wetland rice production [J].
Elsoragaby, Suha ;
Yahya, Azmi ;
Mahadi, Muhammad Razif ;
Nawi, Nazmi Mat ;
Mairghany, Modather ;
Elhassan, Sami Mustafa M. ;
Kheiralla, A. F. .
ENERGY REPORTS, 2020, 6 :2988-2998
[49]   Data envelopment analysis based energy optimization for improving energy efficiency in wheat established following rice residue management in rice-wheat cropping system [J].
Singh, Pritpal ;
Singh, Gurdeep ;
Gupta, Alok ;
Sodhi, Gurjinder Pal Singh .
ENERGY, 2023, 284
[50]   ENERGY REQUIREMENT OPTIMIZATION OF GREENHOUSE VEGETABLE PRODUCTION USING DATA ENVELOPMENT ANALYSIS (DEA) METHOD IN ALGERIA [J].
Nourani, Ahmed ;
Bencheikh, Abdelaali .
ACTA TECHNOLOGICA AGRICULTURAE, 2020, 23 (02) :60-66
12345