Single-component modelling of pig farm odour with statistical methods and neural networks

Biosystems Engineering

Volumn 88, Issue 3, 2004, Pages 271-279

  Janes, Kevin R ^a   Yang, Simon X ^a   Hacker, Roger R ^a  

^a UNIVERSITY OF GUELPH   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

SUS SCROFA;

EID: 3042745626     PISSN: 15375110     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystemseng.2004.04.004     Document Type: Article

References (17)

1. Banks J; Carson J; Nelson B; Nicol D (2001). Discrete Event System Simulation. Prentice-Hall, Englewood Cliffs, NJ
2. Barth C; Hill D; Polkowski L (1974). Correlating odour intensity index and odourous components in stored manure. Transactions of the ASAE, 17 (4), 742-747
3. Gralapp A; Powers W; Bundy D (2002). Comparison of olfactometry, gas chromatography, and electronic nose technology for measurement of indoor air from swine facilities. Transactions of the ASAE, 44 (5), 1283-1290
4. Guo H; Jacobson L; Schmidt D; Nicolai R (2000). Correlation of odour threshold and hydrogen sulphide and ammonia concentrations for animal feedlots. Proceedings of 2000 ASAE Annual International Meeting. Paper No. 004043
5. Ishikawa M (1996). Structural learning with forgetting. Neural Networks, 9 (3), 509-521.
6. Jang J; Sun C; Mizutani E (1997). Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence. Prentice-Hall, Englewood Cliffs, NJ
7. Johnson R (1994). Milller and Freund's Probability and Statistics for Engineers. Prentice-Hall, New York
8. Karayiannis N B; Venetsanopoulos A N (1993). Artificial Neural Networks. Kluwer Academic Publishers, Boston
9. Lunn F; Van De Vyver J (1977). Sampling and analysis of air in pig houses. Agriculture and Environment, 3, 159-169
10. Schiffman S; Bennett J; Raymer J (2001). Quantification of odours and odorants from swine operations in North Carolina. Agricultural and Forest Meteorology, 108, 213-240
11. Schiffman S; Sattely Miller E A; Suggs M S; Graham B G (1995). The effect of environmental odour emanating from commercial swine operations on the mood of nearby residents. Brain Research Bulletin, 37 (4), 369-375
12. Williams A (1984). Indicators of piggery slurry odour offensiveness. Agricultural Wastes, 10, 15-36
13. Yang S X (2003). A neural network model for dose response of food borne pathogens. Applied Soft Computing, 3 (2), 85-96
14. Zahn J; DiSpirito A; Do Y; Brooks B; Cooper E; Hatfield J (2001). Correlation of human olfactory responses to airborne concentrations of malodorous volatile organic compounds emitted from swine effluent. Journal of Environmental Quality, 30, 624-634
15. Zahn J; DiSpirito A; Do Y; Brooks B; Russel D; Cooper E (2000). Correlation of human odour response magnitudes to air concentrations of malodorous volatile organic compounds associated with swine manure odour. Odours and VOC Emissions 2000 Conference, Water Environment Federation, April 2000, pp. 1-21
16. Zhang Q; Feddes J; Edeogu I; Nyachoti M; House J; Small D; Liu C; Mann D; Clark G (2002a). Odour production, evaluation and control. Manitoba Livestock Manure Management Initiative, Winnipeg, Canada
17. Zhang Q; Yang S X; Mittal G S; Yi S J (2002b). Prediction of performance indices and optimal parameters of rough rice drying with neural networks. Biosystems Engineering, 83 (3), 281-290