The embodiments described are intended to provide illustrative examples of the present methods and compositions and are not intended to limit the scope of the invention. [0022] The present fuel pellets may be formed from a mixture which includes substantial amounts of agricultural biomass having a relatively low lignin content, e.g., about 60 wt.% (dry basis) or more of the agricultural biomass.