@article{Gatón2026,

title = {Multi-frame cloud prediction in all-sky images from RGB images and segmented masks},

author = {Javier Gatón and Roberto Román and Cesar Guzman and Daniel González-Fernández and Bruno Longarela and Carlos Toledano and Ramiro González},

url = {https://www.sciencedirect.com/science/article/pii/S0038092X26002033},

doi = {https://doi.org/10.1016/j.solener.2026.114515},

issn = {0038-092X},

year  = {2026},

date = {2026-03-18},

urldate = {2026-01-01},

journal = {Solar Energy},

volume = {311},

pages = {114515},

abstract = {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 with a model that shares the same backbone, but operates directly on semantically segmented masks that encode cloud-related classes. Using an available sky segmentation model, predictions are evaluated in the segmentation label space using segmenter-derived masks as a proxy reference. Within this evaluation framework, the use of semantic masks as input for short-term prediction leads to improved temporal stability and higher agreement across standard segmentation metrics such as intersection over union, Dice coefficient, and categorical cross-entropy. While these results suggest potential relevance for weather and solar energy nowcasting applications, further validation against physical irradiance measurements is required.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gui2026advancing,

title = {Advancing operational global aerosol forecasting with machine learning},

author = {K. Gui and X. Zhang and H. Che and L. Li and Y. Zheng and L. An and Y. Miao and H. Zhao and O. Dubovik and B. Holben and J. Wang and P. Gupta and E.S. Lind and C. Toledano and H. Wang and Z. Wang and Y. Wang and X. Huang and K. Dai and X. Xia and X. Xu and X. Zhang},

doi = {10.1038/s41586-026-10234-y},

year  = {2026},

date = {2026-03-04},

urldate = {2026-01-01},

journal = {Nature},

pages = {1–8},

publisher = {Nature Publishing Group UK London},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Barreto2026,

title = {Volcanic plume height during the 2021 Tajogaite eruption (La Palma) from two complementary monitoring methods – implications for satellite-based products},

author = {Á. Barreto and F. Quirós and O. E. García and J. Pereda-de-Pablo and D. González-Fernández and A. Bedoya-Velásquez and M. Sicard and C. Córdoba-Jabonero and M. Iarlori and V. Rizi and N. Krotkov and S. Carn and R. Roininen and A. J. Molina-Arias and A. F. Almansa and Ó. Álvarez-Losada and C. Aramo and J. J. Bustos and R. Ceolato and A. Comerón and A. Felpeto and R. D. García and P. González-Sicilia and Y. González and P. Hedelt and M. Hernández and M. -Á. López-Cayuela and D. Loyola and S. Meletlidis and C. Muñoz-Porcar and E. Pietropaolo and R. Ramos and A. Rodríguez-Gómez and R. Román and P. M. Romero-Campos and M. Stuefer and C. Toledano and E. J. Welton},

url = {https://amt.copernicus.org/articles/19/1385/2026/},

doi = {10.5194/amt-19-1385-2026},

year  = {2026},

date = {2026-02-20},

urldate = {2026-01-01},

journal = {Atmospheric Measurement Techniques},

volume = {19},

number = {4},

pages = {1385–1406},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Mateos2026,

title = {Saharan and Arabian dust optical properties registered by sun photometry during A-LIFE field experiment in Cyprus},

author = {D. Mateos and C. Toledano and A. Calle and R. Román and M. Herreras-Giralda and R. González and S. Herrero-Anta and D. González-Fernández and C. Herrero-del Barrio and A. Nisantzi and R. E. Mamouri and S. Groß and V. E. Cachorro and Á. M. Frutos and B. Weinzierl},

url = {https://acp.copernicus.org/articles/26/1993/2026/},

doi = {10.5194/acp-26-1993-2026},

year  = {2026},

date = {2026-02-09},

urldate = {2026-01-01},

journal = {Atmospheric Chemistry and Physics},

volume = {26},

number = {3},

pages = {1993–2005},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Pulimeno2026,

title = {Recent advances in aerosol optical depth measurements in polar regions: insights from the Polar-AOD Program},

author = {S. Pulimeno and A. Lupi and V. Vitale and C. Frangipani and C. Toledano and S. Kazadzis and N. Kouremeti and C. Ritter and S. Graßl and K. Stebel and V. Fioletov and I. Abboud and S. Blindheim and L. Ma and N. O'Neill and P. Sobolewski and P. Gupta and E. Lind and T. F. Eck and A. Hyvärinen and V. Aaltonen and R. Kivi and J. Csavina and D. Kabanov and S. M. Sakerin and O. R. Sidorova and R. S. Stone and H. Telg and L. Riihimaki and R. R. Cordero and M. Radenz and R. Engelmann and M. Van Roozendal and A. Chaikovsky and P. Goloub and J. Hisamitsu and M. Mazzola},

url = {https://acp.copernicus.org/articles/26/1809/2026/},

doi = {10.5194/acp-26-1809-2026},

year  = {2026},

date = {2026-02-05},

urldate = {2026-01-01},

journal = {Atmospheric Chemistry and Physics},

volume = {26},

number = {3},

pages = {1809–1846},

keywords = {},

pubstate = {published},

tppubtype = {article}

}