TY - JOUR AU - Gatón Herguedas, Javier AU - Román Díez, Roberto AU - Guzman, César AU - González Fernández, Daniel AU - Longarela, Bruno AU - Toledano Olmeda, Carlos AU - González Caton, Ramiro PY - 2026 SN - 0038-092X UR - https://uvadoc.uva.es/handle/10324/83808 AB - This paper presents a comparative study on the impact of input representation on deterministic artificial intelligence models for short-term multi-frame prediction in all-sky images. This work compares a model operating on 8-bit RGB all-sky images... LA - eng PB - Elsevier KW - All-sky images KW - Clouds KW - Cloud motion prediction KW - Artificial intelligence KW - Semantic segmentation KW - Next-frame prediction TI - Multi-frame cloud prediction in all-sky images from RGB images and segmented masks DO - 10.1016/j.solener.2026.114515 ER -