Reduction of CO2 emission by improving energy use efficiency of greenhouse cucumber production using DEA approach

被引:116
作者
Khoshnevisan, Benyamin [1 ]
Rafiee, Shahin [1 ]
Omid, Mahmoud [1 ]
Mousazadeh, Hossein [1 ]
机构
[1] Univ Tehran, Fac Agr Engn & Technol, Dept Agr Machinery Engn, Karaj, Iran
关键词
Greenhouse cucumber; DEA; GHG emission; TOMATO PRODUCTION; SENSITIVITY-ANALYSIS; ECONOMIC-ANALYSIS; GAS EMISSIONS; POWER-PLANTS; USE PATTERN; BENCHMARKING; CONSUMPTION; IRAN; AGRICULTURE;
D O I
10.1016/j.energy.2013.04.021
中图分类号
O414.1 [热力学];
学科分类号
摘要
The main purpose of this study was to determine energy use efficiency in greenhouse cucumber production using a non-parametric production function. Energy use efficiency of greenhouse cucumber producers was studied and degrees of technical efficiency (TE), pure technical efficiency (PTE) and scale efficiency (SE) were determined using data envelopment analysis (DEA). Additionally, wasteful uses of energy inputs were assessed and energy saving from different sources was computed. Furthermore, the effect of energy optimization on CO2 emission as one of the major greenhouse gases (GHG) was investigated and total amount of CO2 emission was calculated. Average of total input and output energies were calculated as 1667164.8 MJ ha(-1) and 151846.2 MJ ha(-1). Energy use pattern indicated that natural gas and electricity were the main energy inputs. Based on the results 24.46% (407916.3 MJ ha(-1)) of overall energy resources can be saved if the performance of inefficient farms is enhanced. Additionally, the total CO2 emission was calculated as 45177.3 kg CO2eq ha(-1). Finally it was concluded that, by energy optimization the total energy consumption can be reduced to the value of 1,259,248 MJ ha(-1) and correspondingly the total CO2 emission is reduced to value of 34995.9 kg CO2eq ha(-1). (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:676 / 682
页数:7
相关论文
共 38 条
[1]   SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW .
MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092
[2]   A comparative analysis of on-farm greenhouse gas emissions from agricultural enterprises in south eastern Australia [J].
Browne, Natalie A. ;
Eckard, Richard J. ;
Behrendt, Ralph ;
Kingwell, Ross S. .
ANIMAL FEED SCIENCE AND TECHNOLOGY, 2011, 166-67 :641-652
[3]   Energy use pattern analyses of greenhouse vegetable production [J].
Canakci, A ;
Akinci, I .
ENERGY, 2006, 31 (8-9) :1243-1256
[4]   An economic analysis of energy requirements and input costs for tomato production in Turkey [J].
Cetin, Bahattin ;
Vardar, Ali .
RENEWABLE ENERGY, 2008, 33 (03) :428-433
[5]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[6]   Improving energy productivity in paddy production through benchmarking - An application of data envelopment analysis [J].
Chauhan, NS ;
Mohapatra, PKJ ;
Pandey, KP .
ENERGY CONVERSION AND MANAGEMENT, 2006, 47 (9-10) :1063-1085
[7]  
Djevic M., 2004, BALKAN AGR ENG REV, V5, P1
[8]   Carbon dioxide emissions associated with the manufacturing of tractors and farm machinery in Canada [J].
Dyer, JA ;
Desjardins, RL .
BIOSYSTEMS ENGINEERING, 2006, 93 (01) :107-118
[9]   Simulated farm fieldwork, energy consumption and related greenhouse gas emissions in Canada [J].
Dyer, JA ;
Desjardins, RL .
BIOSYSTEMS ENGINEERING, 2003, 85 (04) :503-513
[10]   An economic analysis and energy use in stake-tomato production in Tokat province of Turkey [J].
Esengun, Kemal ;
Erdal, Gulistan ;
Gunduz, Orhan ;
Erdal, Hilmi .
RENEWABLE ENERGY, 2007, 32 (11) :1873-1881