NIRS prediction of the feed value of temperate forages: Efficacy of four calibration strategies

Animal

Volumn 5, Issue 7, 2011, Pages 1002-1013

  Andueza, D ^a   Picard, F ^a   Jestin, M ^a   Andrieu, J ^a   Baumont, R ^a  

^a UMR1213 HERBIVORES   (France)

Author keywords

chemical composition; in vivo organic matter digestibility; near infrared reflectance spectroscopy; voluntary intake

Indexed keywords

ANIMALIA;

EID: 79958792465     PISSN: 17517311     EISSN: 1751732X     Source Type: Journal    
DOI: 10.1017/S1751731110002697     Document Type: Article

References (42)

1. Andrieu J, Demarquilly C and Wegat-LitréE 1981. Tables de prévision de la valeur alimentaire des fourrages. In Prévision de la valeur nutritive des aliments des ruminants (ed. C Demarquilly), pp. 345-577. INRA Publications, Versailles, France
2. Andrieu J, Demarquilly C and Sauvant D 1989. Tables of feeds used in France. In: Ruminant nutrition - recommended allowances and feed tables (ed. R Jarrige), pp. 213-304. John Libbey Eurotext, London, UK; Paris, France
3. Andueza D, Picard F, Peccatte JR, Gallard Y, Hassoun P, Viudes G, Egal D, Pradel P, Trocquier O, Thomas D, Delaby L, Agabriel J and Baumont R 2007. Variability within and among laboratories of in vivo digestibility and voluntary intake of two hays evaluated in sheep. In 14e Rencontres Recherches Ruminants, p. 247. Institut de lElevage - INRA, Paris, France
4. Association of Official Analytical Chemists (AOAC) 1990. Official methods of analysis, vol. 2, 15th edition. AOAC, Arlington, VA, USA
5. Aufrère J and Demarquilly C 1989. Predicting organic matter digestibility of forage by two pepsin-cellulase methods. In Proceedings of the XVI International Grassland Congress vol. 2 (ed. R Jarrige), pp. 877-878. Association Francaise pour la Production Fourragère, Nice, France
6. Barnes RF 1968. Variability within and among experiment stations in the determination of in vivo digestibility and intake of alfalfa. Journal of Animal Science 27, 519-524
7. Barnes RJ, Dhanoa MS and Lister SJ 1989. Standard normal variate transformation and detrending of near infrared diffuse reflectance spectra. Applied Spectroscopy 43, 772-777
8. Berzaghi P, Shenk JS and Westerhaus MO 2000. LOCAL prediction with near infrared multi-product databases. Journal of Near Infrared Spectroscopy 8, 1-9
9. Brown WF and Moore JE 1987. Analysis of forage research samples utilizing a combination of wet chemistry and near infrared reflectance spectroscopy. Journal of Animal Science 64, 271-282
10. Brown WF, Moore JE, Kunkle WE, Chambliss CG and Portier KM 1990. Forage testing using near infrared reflectance spectroscopy. Journal of Animal Science 68, 1416-1427
11. Chai K, Kennedy PM, Milligan LP and Mathison GW 1985. Effects of cold exposure and plant species on forage intake, chewing behaviour and digesta particle size in sheep. Canadian Journal of Animal Science 65, 69-76
12. Chenost M and Demarquilly C 1982. Measurement of herbage intake by housed animals. In Herbage intake handbook (ed. JD Leaver), pp. 95-112. British Grassland Society, Hurley, Maidenhead, Berkshire, UK
13. Clark DH, Mayland HF and Lamb RC 1987. Mineral analysis of forages with near infrared reflectance spectroscopy. Agronomy Journal 79, 485-490
14. Cochran RC and Galyean ML 1995. Measurement of in vivo forage digestion by ruminants. In Forage quality, evaluation and utilization (ed. GC Fahey, M Collins, DR Mertens and LE Moser), pp. 613-643. American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America, Madison, WI, USA
15. Dardenne P, Sinnaeve G and Baeten V 2000. Multivariate calibration and chemometrics for near infrared spectroscopy: which method? Journal of Near Infrared Spectroscopy 8, 229-237
16. Decruyenaere V, Lecomte Ph, Demarquilly C, Aufrère J, Dardenne P, Stilmant D and Buldgen A 2009. Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS): developing a global equation. Animal Feed Science and Technology 148, 138-156
17. Demarquilly C, Chenost M and Giger S 1995. Pertes fécales et digestibilitédes aliments et des rations. In Nutrition des ruminants domestiques. Ingestion et digestion (ed. R Jarrige, Y Ruckebusch, C Demarquilly, MH Farce and M Journet), pp. 601-647. INRA éditions, Paris, France
18. Dixon R and Coates D 2009. Near infrared spectroscopy of faeces to evaluate the nutrition and physiology of herbivores. Journal of Near Infrared Spectroscopy 17, 1-31
19. Dulphy JP, Baumont R, LHotelier L and Demarquilly C 1999. Amélioration de la mesure et de la prévision de lingestibilitédes fourrages chez le mouton par la prise en compte des variations de la capacitédingestion àlaide dun fourrage témoin. Annales de Zootechnie 48, 469-476 (Pubitemid 129637656)
20. Fearn T 1996. Comparing standard deviations. NIR News 7 (5), 5-6
21. Gauch HG, Hwang GJT and Fick GW 2003. Model evaluation by comparison of model-based predictions and measured values. Agronomy Journal 95, 1442-1446 (Pubitemid 37515004)
22. Givens DI, Baker CW, Adamson AH and Moss AR 1992. Influence of growth type and season on the prediction of the metabolisable energy content of herbage by near-infrared reflectance spectroscopy. Animal Feed Science and Technology 37, 281-295
23. Menke KH, Raab L, Salewski A, Steingass H, Fritz D and Schneider W 1979. The estimation of the digestibility and metabolizable energy content of ruminant feeding stuffs from the gas production when they are incubated with rumen liquor in vitro. Journal of Agricultural Science Cambridge 93, 217-222
24. Michalet-Doreau B and Gatel F 1983. Evolution au cours dune année des quantités de foin ingérées par des béliers castrés. Annales de Zootechnie 32, 459-464
25. Norris KH, Barnes RF, Moore JE and Shenk JS 1976. Predicting forage quality by infrared reflectance spectroscopy. Journal of Animal Science 43, 889-897
26. Osborne BG and Fearn T 1986. Near infrared spectroscopy in food analysis. Longman Scientific and Technical, Essex, UK
27. Park RS, Agnew RE, Gordon FJ and Steen RWJ 1998. The use of near infrared reflectance spectroscopy (NIRS) on undried samples of grass silage to predict chemical composition and digestibility parameters. Animal Feed Science and Technology 72, 155-167 (Pubitemid 128414076)
28. Robert P, Bertrand D and Demarquilly C 1986. Prediction of forage digestibility by principal component analysis of near infrared reflectance spectra. Animal Feed Science and Technology 16, 215-224
29. Ruano-Ramos A, Garcia-Ciudad A and Garcia-Criado B 1999. Determination of nitrogen and ash contents in total herbage and botanical components of grasslands systems with near infrared spectroscopy. Journal of the Science of Food and Agriculture 79, 137-143 (Pubitemid 29087443)
30. Sekulic S, Seasholtz MB, Wang Z, Kowalski BR, Lee SE and Holt BR 1993. Nonlinear multivariate calibration methods in analytical chemistry. Analytical Chemistry 65, 835A-845A
31. Shenk JS and Westerhaus MO 1995. Analysis of agriculture and food products by Near Infrared Reflectance Spectroscopy. Monograph, NIR Systems Inc. Pennsylvania State University and Owners of Infrasoft International, Port Matilda, PA, USA
32. Shenk JS, Westerhaus MO and Berzaghi P 1997. Investigation of a LOCAL calibration procedure for near infrared instruments. Journal of Near Infrared Spectroscopy 5, 223-232 (Pubitemid 127541909)
33. Shenk JS, Landa I, Hoover MR and Westerhaus MO 1981. Description and evaluation of a near infrared reflectance spectro-computer for forage and grain analysis. Crop Science 21, 355-358
34. Shenk JS, Workman JJ and Westerhaus MO 1992. Application of NIR spectroscopy to agricultural products. In Handbook of near infrared analysis (ed. DA Burns and EW Ciurczak), pp. 383-431. Marcel Dekker, New York, USA
35. Sinnaeve G, Dardenne P, Agneessens R and Biston R 1994a. The use of near infrared spectroscopy for the analysis of fresh grass silage. Journal of Near Infrared Spectroscopy 2, 79-84
36. Sinnaeve G, Dardenne P and Agneessens R 1994b. Global or local? A choice for NIR calibrations in analyses of forage quality. Journal of Near Infrared Spectroscopy 2, 163-175
37. Snedecor GW and Cochran WG 1980. Statistical methods, 7th edition. Iowa State University Press, Ames, IA, USA
38. Stuth J, Jama A and Tolleson D 2003. Direct and indirect means of predicting forage quality through near infrared reflectance spectroscopy. Field Crops Research 84, 45-56 (Pubitemid 38042810)
39. Tilley JM and Terry RA 1963. A two-stage technique for the in vitro digestion of forage crops. Journal of the British Grassland Society 18, 104-111
40. Williams PC and Sobering DC 1993. Comparison of commercial near infrared transmittance and reflectance instruments for analysis of whole grains and seeds. Journal of Near Infrared Spectroscopy 1, 25-32
41. Williams PC and Sobering DC 1996. How we do it: a brief summary of the methods we use in developing near infrared calibrations. In Near infrared spectroscopy: the future waves (ed. AMC Davies and PC Williams), pp. 185-188. NIR Publications, Chichester, UK
42. Windham WR, Hill NS and Stuedemann JA 1991. Ash in forage, esophageal and fecal samples analyzed using near-infrared reflectance spectroscopy. Crop Science 31, 1345-1349