Fig. 5: Relative influence of GPPmax and climatic factors during previous growing season on start of season (SOS) of current year using the data of 28 FLUXNET sites between 1992 and 2014.

The GPPmax refers to the maximum daily gross primary productivity (GPP) in each year. Random-forest algorithm was used to quantify and compare the effects of climate variables and GPPmax on SOS.