C -means fuzzy clustering;
Environmental emissions;
Energy consumption;
Farm management;
Sugar beet;
Iran;
LIFE-CYCLE ASSESSMENT;
GREENHOUSE-GAS EMISSIONS;
WHEAT PRODUCTION;
CROPPING SYSTEMS;
USE EFFICIENCY;
CONSUMPTION;
PROVINCE;
IMPACTS;
D O I:
10.1016/j.jenvman.2025.126281
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
A substantial body of research indicates that extensive farming systems can offer various benefits compared to intensive systems. However, it is important to note that extensive systems may also have certain environmental drawbacks that could potentially exceed those of intensive systems. The central question is which farming systems demonstrate superior energy and environmental performance. This study examines the environmental implications of extensive and intensive sugar beet production systems in Hamadan Province, Iran, with a focus on the role of energy intensity. A random sample of 88 sugar beet farms was selected for data collection. To differentiate between extensive and intensive sugar beet farms, a c-means fuzzy clustering model was employed to cluster farms based on their energy inputs. The extensive farming system (Cluster I) exhibited lower energy consumption, higher energy efficiency, and reduced environmental impacts compared to the intensive farming system (Cluster II). These results highlight the potential of adopting more sustainable practices, such as improved irrigation management and reduced reliance on chemical inputs, to enhance the environmental performance of sugar beet production. This study provides valuable insights into the energy and environmental implications of sugar beet cultivation in Iran. The findings underscore the need for a shift towards more sustainable farming practices to mitigate environmental impacts and ensure the long-term viability of the agricultural sector. This study successfully employed c-means fuzzy clustering to optimize energy consumption in sugar beet cultivation, thereby enhancing energy and environmental performance.
机构:
Shandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R ChinaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Cao, Yufei
;
Aldawsari, Salem Hamad
论文数: 0引用数: 0
h-index: 0
机构:
Prince Sattam Bin Abdulaziz Univ, Coll Business Adm Hotat Bani Tamim, Dept Finance, Al Kharj, Saudi ArabiaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Aldawsari, Salem Hamad
;
Hrestic, Maria Luiza
论文数: 0引用数: 0
h-index: 0
机构:
Valahia Univ Targoviste, Dept Sci & Engn, Targoviste, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Hrestic, Maria Luiza
;
Lile, Raul Adrian
论文数: 0引用数: 0
h-index: 0
机构:
Aurel Vlaicu Univ Arad, Fac Food Engn Tourism & Environm Protect, Dept Tech & Nat Sci, Arad, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Lile, Raul Adrian
;
Baldan, Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Baldan, Cristina
;
Mihai, Daniela
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Mihai, Daniela
;
Tanascovici, Marinela Barbulescu
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
机构:
Univ Mediterranea Reggio Calabria, Dipartimento Patrimonio Architetton & Urbanist PA, I-89124 Reggio Di Calabria, ItalyUniv Mediterranea Reggio Calabria, Dipartimento Patrimonio Architetton & Urbanist PA, I-89124 Reggio Di Calabria, Italy
机构:
Univ Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, PortugalUniv Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, Portugal
Costa, Marco
;
Goncalves, A. Manuela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minho, Dept Matemat & Aplicacoes, P-4800058 Guimaraes, PortugalUniv Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, Portugal
机构:
Shandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R ChinaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Cao, Yufei
;
Aldawsari, Salem Hamad
论文数: 0引用数: 0
h-index: 0
机构:
Prince Sattam Bin Abdulaziz Univ, Coll Business Adm Hotat Bani Tamim, Dept Finance, Al Kharj, Saudi ArabiaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Aldawsari, Salem Hamad
;
Hrestic, Maria Luiza
论文数: 0引用数: 0
h-index: 0
机构:
Valahia Univ Targoviste, Dept Sci & Engn, Targoviste, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Hrestic, Maria Luiza
;
Lile, Raul Adrian
论文数: 0引用数: 0
h-index: 0
机构:
Aurel Vlaicu Univ Arad, Fac Food Engn Tourism & Environm Protect, Dept Tech & Nat Sci, Arad, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Lile, Raul Adrian
;
Baldan, Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Baldan, Cristina
;
Mihai, Daniela
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
Mihai, Daniela
;
Tanascovici, Marinela Barbulescu
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Sci & Technol Politehn Bucharest, Pitesti Univ Ctr, Pitesti, RomaniaShandong Inst Commerce & Technol, Social Training Ctr, Jinan 250103, Shandong, Peoples R China
机构:
Univ Mediterranea Reggio Calabria, Dipartimento Patrimonio Architetton & Urbanist PA, I-89124 Reggio Di Calabria, ItalyUniv Mediterranea Reggio Calabria, Dipartimento Patrimonio Architetton & Urbanist PA, I-89124 Reggio Di Calabria, Italy
机构:
Univ Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, PortugalUniv Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, Portugal
Costa, Marco
;
Goncalves, A. Manuela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minho, Dept Matemat & Aplicacoes, P-4800058 Guimaraes, PortugalUniv Aveiro, Escola Super Tecnol & Gestao Agueda, P-3754909 Agueda, Portugal