NDVI-derived phenology (SOS and EOS) was tested at 60 FLUXNET sites globally. NDVI-derived phenology showed varied predictive strength among plant functional types. Different fitting methods produced significant different phenology. EOS was more difficult to simulate than for SOS. Rigorous validation should be conducted before interpreting regional phenology change.