Very pretty planter! I totally agree with what Dutchlady, sooby and Shadegardener have said; moss usually grows in a moist, damp environment so perhaps you are watering too often or the soil is too compacted and needs better drainage.
~ I'm an old gal who still loves playing in the dirt!
~ Playing in the dirt is my therapy ... and I'm in therapy a lot!