PREDICTION OF THE IN-VITRO GAS-PRODUCTION AND CHEMICAL-COMPOSITION OFKIKUYU GRASS BY NEAR-INFRARED REFLECTANCE SPECTROSCOPY

The objective of this study was to predict the in vitro gas production and the estimated metabolisable energy (ME), crude protein (CP) and n eutral detergent fibre (NDF) concentrations of kikuyu grass (Pennisetu m clandestinum) by near infrared reflectance spectroscopy (NIRS). A to tal of 288 samples collected in the Peas Region, Costa Rica were scann ed (Population 1). The in vitro gas production and ME calibrations wer e done on a subset of samples in which gas production measurements (3, 6, 12, 24, 36, 48, 72 and 96 h incubations) had been previously carri ed out (Population 2) while 41 samples for the CP and NDF calibrations (Population 3) were selected on the basis of their H distances from P opulation 1. The parameters a, b, c and lag for the exponential equati on p = a + b (1 - e(-c(t-lag))) (McDonald, 1981), where p is the volum e of gas produced at time t, were fitted to the gas production data an d an attempt was also made to predict them. The volumes of gas produce d between 6 and 48 h were successfully calibrated and cross-validated. Coefficients of determination for the cross-validation (1 - RV) were 0.65, 0.74, 0.78, 0.70 and 0.60 for the volumes of gas produced at 6, 12, 24, 36 and 48 h respectively. The volumes of gas produced at 72 h could only be calibrated (R(2) = 0.71) but not cross-validated, while the calibration results for the gas production at 3 and 96 h and the p arameters for the exponential equation were poor. An analysis of the w avelength segments associated with the in vitro gas production indicat ed that the primary wavelength was always located between the 1664 and the 1696 nm spectral region regardless of incubation time. The estima ted ME, CP and NDF concentrations were accurately calibrated and cross -validated. Standard errors of cross-validation of 0.23 MJ kg(-1) DM, 11.4 g kg(-1) DM and 15.9 g kg(-1) DM were obtained for the ME, CP and NDF concentrations respectively. Scatter correction for particle size improved the performance of most of the equations across all constitu ents. The effects of different calibration methods, maths treatments a nd the factors affecting the results are discussed.