A multimetric evaluation method for comprehensively assessing the influence of the icosahedral diamond grid quality on SCNN performance

ABSTRACTThe increasing availability of global observational data has sparked a demand for deep learning algorithms on spherical grids to enable intelligent analysis at a global scale. However, a spherical surface cannot be subdivided into completely identical grid cells through recursive division, a...

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Autors principals:	Yuanzheng Duan, Xuesheng Zhao, Wenbin Sun, Qingping Liu, Mengmeng Qin
Format:	Artigo
Idioma:	Inglês
Publicat:	Taylor & Francis Group 2024-12-01
Col·lecció:	International Journal of Digital Earth
Matèries:	Discrete global grid grid indicators icosahedral diamond grid weight calculation spherical deep learning
Accés en línia:	https://www.tandfonline.com/doi/10.1080/17538947.2024.2313313
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