EXOEarths is a Starting Grant project funded by the European Research Council (ERC), under European Community's Seventh Framework Programme (FP7), through grant agreement number 239953. Complementary support to this project is given by Fundação para a Ciência e Tecnologia (FCT/MCTES), Portugal, in the form of grant reference PTDC/CTE-AST/098528/2008.