Fig. 1
From: An enhanced national-scale urban tree canopy cover dataset for the United States

Conceptual diagram of analytical methods for corrected tree canopy cover modelling, incorporating the high-resolution land cover response variable, explanatory variables, random K-fold cross-validation for training data, grid search cross-validation for hyperparameter tuning, and continuous model evaluation.