Table 2 Model statistics for data withheld from model development. Root mean squared error (RMSE), mean normalized burn ratio (NBR) and standard deviation (S.D.), and R2 of a linear regression of observed and predicted Normalized burn ratio for each model year. Models were built using 20% of observations, with the remaining 80% withheld for validation