2021
DOI: 10.5194/gmd-2021-68
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A method for assessment of the general circulation model quality using K-means clustering algorithm

Abstract: Abstract. The model's ability to reproduce the state of the simulated object or particular feature or phenomenon is always a subject of discussion. Multidimensional model quality assessment is usually customized to the specific focus of the study and often to a limited number of locations. In this paper, we propose a method that provides information on the accuracy of the model in general, while all dimensional information for posterior analysis of the specific tasks is retained. The main goal of the method is… Show more

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