10.4225/49/581cf15db938d
PETER RAYNER
Code needed to run the transcom ensemble weighted probability case for "Data Assimilation using an Ensemble of Models: A hierarchical approach", Geoscience Model Development Discussions, 2016 w draft item
2016
University of Melbourne
data assimilationmodel ensemble, carbon cycle
data assimilation
model ensemble
atmospheric science
carbon cycle
2016-11-04 20:36:43
article
https://melbourne.figshare.com/articles/Code_needed_to_run_the_transcom_ensemble_weighted_probability_case_for_Data_Assimilation_using_an_Ensemble_of_Models_A_hierarchical_approach_Geoscience_Model_Development_Discussions_2016_w_draft_item/4210212
hTis is The python code needed to run the example transcom case described in Rayner 2016. The file will generate all of the figures by typing %run transcom_probability at an ipython prompt. It will generate all of the figures plus the underlying ensemble statistics for future calculations. It also contains function to generate the Bayes Factor or, as I call it here, Jaynes Information Criterion<br>