“…The NIR-based prediction models provide an indirect fast, inexpensive, and simple way to predict the BMPs of various feedstocks (Godin et al, 2015). The method has been used for estimating the BMP of meadow grasses (Raju et al, 2011), fibrous plant biomasses (Triolo et al, 2014), numerous organic substrates (Lesteur et al, 2011;Doublet et al, 2013), and Miscanthus giganteus, switch grass, spelt straw, fibre sorghum, tall fescue, and fibre corn (Godin et al, 2015). However, before the NIR is operated, many barriers need to be overcome, especially with respect to uncertainty due to the poor standard error of laboratory of the reference method (Ward, 2016).…”