In this manner also the indirect effects of biofuel production through its by-products is taken into account. The main data sources that have been used when collecting the following datasets are Maung and Gustafson 2009; Mulugetta 2009; BBI 2010 and BioGrace 2011. Data on cost structure, conversion efficiency and production of co-products were mainly derived from these sources.