MAGiC Uncertainty

This site reports the sensitivity and uncertainty analyses of the SIPNET ecosystem model used in the MAGiC inventory runs for California cropland.

• Local Sensitivity ranks the model parameters by their contribution to the variance of modeled soil carbon and nitrous oxide flux at 100 design points.
• Global Sensitivity partitions that variance among parameters, initial conditions, meteorology, and management at 10 design points.

The training pages show how to run both analyses on the inputs of an ensemble run.