We present in situ topographical observations of film growth during the initial cycles of atomic layer deposition (ALD) using scanning tunneling microscopy (STM). We present cycle-by-cycle STM topographs of zinc sulfide films during ALD on Au(111) surfaces, tracking individual grains, 5 nm in diameter, as they grow over tens of cycles. We find that grain morphology is temperature-dependent and grain size increases with deposition temperature from 100 to 160 掳C.<br>