We extended the combined MODIS TERRA-AQUA collection 6 land surface cover type data set (MCD12C1) by one year. This data set is now available with annual temporal and 0.05 degree grid resolution for years 2001 through 2019:
https://icdc.cen.uni-hamburg.de/en/modis-landsurfacetype.html