TY - JOUR AU - González Fernández, Daniel AU - Román Díez, Roberto AU - Antuña Sánchez, Juan Carlos AU - Cachorro Revilla, Victoria Eugenia AU - Copes, Gustavo AU - Herrero Anta, Sara AU - Herrero del Barrio, Celia AU - Barreto, África AU - González Caton, Ramiro AU - Ramos, Ramón AU - Martín Sánchez, Patricia AU - Mateos Villán, David AU - Toledano Olmeda, Carlos AU - Calle Montes, Abel AU - Frutos Baraja, Ángel Máximo de PY - 2024 SN - 0035-9009 UR - https://uvadoc.uva.es/handle/10324/75160 AB - We present a new model based on a convolutional neural network (CNN) to predict daytime cloud cover (CC) from sky images captured by all-sky cameras, which is called CNN-CC. A total of 49,016 daytime sky images, recorded at different Spanish locations... LA - eng PB - Wiley KW - AI KW - all-sky camera KW - Antarctic KW - cloud cover KW - convolutional neural network KW - image identification TI - A neural network to retrieve cloud cover from all‐sky cameras: A case of study over Antarctica DO - 10.1002/qj.4834 ER -