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.