Supermodel training: CPT and the synch rule on SPEEDO

• Main Author: Schevenhoven, Francine Janneke
• Format: Software
• Language: unknown
• Published: 2021
• Subjects: Sea ice
• Online Access: https://zenodo.org/record/6244858; https://doi.org/10.5281/zenodo.6244858

This code contains the SPEEDO model, a global coupled ocean-atmosphere-land model (details can be found in Severijns and Hazeleger, 2010). The code is adapted to make it suitable to train a supermodel, a dynamical combination of models. For training the CPT and synch rule method (Selten, 2017 and Schevenhoven, 2019) are used. A short description of the folders (further information can be found inside the folders): CLIO: Ocean-sea-ice component LBM: Land component postprocess_SPEEDO: Files to post process the data and make figures progsandlibs: Necessary programs and libraries to run the SPEEDO model Results_SPEEDO + allyears_control.zip + allyears_supermodel_CPT_neg.zip : Model output of the different experiments in Schevenhoven (2021): 'Training a supermodel with sparse and noisy observations: a case study with CPT and the synch rule on SPEEDO - v.1'. AtmosCoupler: Atmosphere component SPEEDY, coupler, and training code CPT and synch rule. Contains: - AtmosphereCPT: Atmosphere source files, with CPT training implemented. See READme.txt in this folder for more information and how to choose the training parameters. - AtmosphereSynch: Altered atmosphere source files, with synch rule training implemented. Needs to be used together with the source files in AtmosphereCPT (this is done automatically in the run script run_speedo_synch.sc). See READme.txt in this folder for more information and how to choose the training parameters. - Restart_2001: Initial data to start the runs with. - run_speedo_CPT.sc: Script to run CPT training - run_speedo_synch.sc: Script to run synch rule training