In the area of factor markets modelling, the segmentation and imperfect mobility between agricultural and non-agricultural labour and capital was introduced in a dynamic way. All types of CES production trees can be made by changing a simple table, allowing adjusting them depending on the application of the model. Last but not least, MAGNET is extended with a dedicated module on the EU Common Agricultural Policy and with a dedicate module on biofuel policies.