ACCESS-AM2 Southern Ocean cloud and radiation data for k-means clustering and analysis

The ACCESS-AM2(Australian Community Climate and Earth-System Simulator - Atmospheric Model Version 2) data and k-means analysis used for thestudy described in Fiddes et al. 2022 ' Southern Ocean cloud and shortwave radiation biases in a nudged climate model simulation: does the model ever get i...

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Bibliographic Details
Main Author: Sonya L. Fiddes
Format: Other/Unknown Material
Language:English
Published: Zenodo 2022
Subjects:
Southern Ocean
Clouds
Radiation
Model evaluation
Antarctic
The Antarctic
Antarc*
Australian Antarctic Program
Online Access:https://doi.org/10.5281/zenodo.6004062
Description
Summary:The ACCESS-AM2(Australian Community Climate and Earth-System Simulator - Atmospheric Model Version 2) data and k-means analysis used for thestudy described in Fiddes et al. 2022 ' Southern Ocean cloud and shortwave radiation biases in a nudged climate model simulation: does the model ever get it right?' . Included files: modis_cluster_centres_2015-2019.nc - kmeans derived cluster centres for MODIS modis_cluster_labels_2015-2019.nc - kmeans derived cluster labels for MODIS bx400_cluster_labels_2015-2019.nc - kmeans fitted cluster label for model COSP_vars_bx400_2015-2019.nc - model data for analysis The code that performs the analysis/generates this data and has instructions for where to download MODIS datacan be found here:https://github.com/sfiddes/code_for_publications_2022/tree/main/ACCESS_cloud_radiation_eval This project was funded by the Australian Government as part of the Antarctic Science Collaboration Initiative program, under the Australian Antarctic Program Partnership, ASCI000002.

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