Optimizing Objective Model Calibration approaches using Single Column Models

This dataset contains the materials used in this study of SCAM-based climate model calibration and emulation. SGP_500.zip includes 500 Perturbed Parameter Ensemble (PPE) simulations generated using the Single Column Atmosphere Model (SCAM) over the Southern Great Plains (SGP) site. These simulations are used to train and evaluate emulator-based and probabilistic calibration frameworks. SGP_100.zip includes 100 Perturbed Parameter Ensemble (PPE) simulations generated using the Single Column Atmosphere Model (SCAM) over the Southern Great Plains (SGP) site. These simulations are used to train and evaluate emulator-based and probabilistic calibration frameworks. code.zip contains all scripts required to reproduce the figures and analyses presented in the study, including data processing, emulator training, and visualization routines. Together, these resources enable full reproducibility of the results and provide a framework for evaluating parameter calibration methods in atmospheric models.