A machine learning approach was used to derive the predicted annual soil respiration and uncertainty at a 1 km spatial resolution.
Predicted Annual Soil Respiration from the Carbon Monitoring System
A global map of predicted annual soil respiration (Rs) at 1 km spatial resolution created by applying the QRF model to gridded covariates. Right is a plot of the latitudinal mean predicted annual Rs.