Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 16, issue 8
Articles | Volume 16, issue 8
https://doi.org/10.5194/gmd-16-2215-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-16-2215-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 16, issue 8
Model description paper
 | 
24 Apr 2023
Model description paper |  | 24 Apr 2023

Structural k-means (S k-means) and clustering uncertainty evaluation framework (CUEF) for mining climate data

Quang-Van Doan, Toshiyuki Amagasa, Thanh-Ha Pham, Takuto Sato, Fei Chen, and Hiroyuki Kusaka

Supplement

https://doi.org/10.5194/gmd-16-2215-2023-supplement

Model code and software

Structural k-means algorithm (v1.0) Quang-Van Doan https://doi.org/10.5281/zenodo.6976609

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Short summary
This study proposes (i) the structural k-means (S k-means) algorithm for clustering spatiotemporally structured climate data and (ii) the clustering uncertainty evaluation framework (CUEF) based on the mutual-information concept.
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