Extended Data Fig. 1: Evolution of the RMSE of different regression model configurations and the budget imbalance of the Global Carbon Project 2021.

RMSE values are calculated for a 5-year window of validation data and are plotted at the center of the window. The remaining 55 years are used as training data for the regression and are unused in the case of the GCP budget imbalance (see Methods).