PMID- 33394451
OWN - NLM
STAT- MEDLINE
DCOM- 20210407
LR  - 20210407
IS  - 1614-7499 (Electronic)
IS  - 0944-1344 (Linking)
VI  - 28
IP  - 15
DP  - 2021 Apr
TI  - Integration of life cycle assessment (LCA) and modeling methods in investigating 
      the yield and environmental emissions final score (EEFS) of carp fish (Cyprinus 
      carpio) farms.
PG  - 19234-19246
LID - 10.1007/s11356-020-12116-w [doi]
AB  - This study was conducted to investigate and predict the yield and environmental 
      emissions final score (EEFS) of common carp fish farms in Shushtar county of 
      Khuzestan province. The required data was collected from 115 carp fish farms 
      selected by random sampling using face-to-face questionnaire and interview. The 
      total input energy, the yield, and energy ratio were obtained as 293,127.95 MJ 
      ha(-1), 3389.28 kg ha(-1), and 0.30, respectively. Electricity and feed 
      consumption had the highest contributions to total input energy and environmental 
      emissions. The normalization results showed that the marine aquatic ecotoxicity 
      (MAET) and freshwater aquatic ecotoxicity (FAET) had the highest values among all 
      impact categories with 671.50x10(-9) and 152.60x10(-9), respectively. Also, the 
      EEFS was calculated per tons of carp fish as 7793.09 pPt. The comparison of 
      results between the regression model and adaptive neuro-fuzzy inference system 
      (ANFIS) indicated that in prediction of the yield, the accuracy values (R(2)) of 
      regression and ANFIS models were 0.87 and 0.99, respectively, while in prediction 
      of EEFS, R(2) of regression and ANFIS models were 0.98 and 0.99, respectively. In 
      total, it was concluded that ANFIS model can predict the yield better than 
      regression model.
FAU - Marzban, Afshin
AU  - Marzban A
AUID- ORCID: 0000-0002-0588-9481
AD  - Department of Agricultural Machinery and Mechanization Engineering, Agriculture 
      Science and Natural Resources University of Khuzestan, Mollasani, Khuzestan, 
      Iran. afshinmarzban@asnrukh.ac.ir.
FAU - Elhami, Behzad
AU  - Elhami B
AD  - Department of Agricultural Machinery and Mechanization Engineering, Agriculture 
      Science and Natural Resources University of Khuzestan, Mollasani, Khuzestan, 
      Iran.
FAU - Bougari, Eisa
AU  - Bougari E
AD  - Department of Agricultural Machinery and Mechanization Engineering, Agriculture 
      Science and Natural Resources University of Khuzestan, Mollasani, Khuzestan, 
      Iran.
LA  - eng
PT  - Journal Article
DEP - 20210104
PL  - Germany
TA  - Environ Sci Pollut Res Int
JT  - Environmental science and pollution research international
JID - 9441769
SB  - IM
MH  - Animals
MH  - *Carps
MH  - Farms
MH  - Life Cycle Stages
OTO - NOTNLM
OT  - ANFIS
OT  - Carp fish
OT  - Environmental emissions final score
OT  - Regression model
OT  - Yield
EDAT- 2021/01/05 06:00
MHDA- 2021/04/10 06:00
CRDT- 2021/01/04 12:19
PHST- 2020/04/27 00:00 [received]
PHST- 2020/12/15 00:00 [accepted]
PHST- 2021/01/05 06:00 [pubmed]
PHST- 2021/04/10 06:00 [medline]
PHST- 2021/01/04 12:19 [entrez]
AID - 10.1007/s11356-020-12116-w [pii]
AID - 10.1007/s11356-020-12116-w [doi]
PST - ppublish
SO  - Environ Sci Pollut Res Int. 2021 Apr;28(15):19234-19246. doi: 
      10.1007/s11356-020-12116-w. Epub 2021 Jan 4.