Performances of the quantitative predictive models under six combinations of spatiotemporal resolutions.

The training and test observations were the data used for model training and test, respectively. The values in parentheses are the total number of zero values in each set. Max. R2 is the theoretical maximum value of R2 for a given number of observations and predictor variables. The computation time is the time required by the algorithm to fit the model and make predictions. The names of variables used in each model are listed in S3 Table.