2026-05-01T17:32:05Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/110662025-11-18T10:42:00Zcom_10259_4393com_10259_5086com_10259_2604col_10259_4394

García Rodríguez, Sol 757 600 0000-0002-7064-0308 García Rodríguez, Ana 214 600 0000-0003-3233-0525 Granados López, Diego 264 600 0000-0002-9046-7397 García, Ignacio f9b755c6-c45c-426a-877b-6cfa13f19646 600 Alonso Tristán, Cristina 23 600 0000-0003-4733-7391 2025-11-17T08:08:34Z 2025-11-17T08:08:34Z 2023-10 https://hdl.handle.net/10259/11066 10.3390/app131910979 2076-3417 Different strategies for modeling Global Horizontal UltraViolet Erythemal irradiance (G⁡H⁡U⁢V⁢E) based on meteorological parameters measured in Burgos (Spain) have been developed. The experimental campaign ran from September 2020 to June 2022. The selection of relevant variables for modeling was based on Pearson’s correlation coefficient. Multilinear Regression Model (M⁢L⁢R) and artificial neural network (A⁢N⁢N) techniques were employed to model G⁡H⁡U⁢V⁢E under different sky conditions (all skies, overcast, intermediate, and clear skies), classified according to the C⁢I⁢E standard on a 10 min basis. A⁢N⁢N models of G⁡H⁡U⁢V⁢E outperform those based on MLR according to the traditional statistical indices used in this study (R2, M⁢B⁢E, and n⁢R⁢M⁢S⁢E). Moreover, the work proposes a simple all-sky A⁢N⁢N model of G⁡H⁡U⁢V⁢E based on usually recorded variables at ground meteorological stations. application/pdf eng MDPI Applied Sciences. 2023, V. 13, n. 19, 10979 https://doi.org/10.3390/app131910979 Atribución 4.0 Internacional http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess Ultraviolet erythemal irradiance UVER Statistical analysis Modeling ANN Multilinear regression models Redes neuronales artificiales Neural networks (Computer science) Ultraviolet Erythemal Irradiance (UVER) under Different Sky Conditions in Burgos, Spain: Multilinear Regression and Artificial Neural Network Models info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Applied Sciences 13 19 THUMBNAIL Garcia-as_2023.pdf.jpg Garcia-as_2023.pdf.jpg IM Thumbnail image/jpeg 3473 https://riubu.ubu.es/bitstream/10259/11066/4/Garcia-as_2023.pdf.jpg 30a2f2e9365c243aec7c44be092e0f4c MD5 4 LICENSE license.txt license.txt text/plain; charset=utf-8 999 https://riubu.ubu.es/bitstream/10259/11066/3/license.txt b295bcbce42e2caabeb0c623d3860c06 MD5 3 CC-LICENSE license_rdf license_rdf application/rdf+xml; charset=utf-8 908 https://riubu.ubu.es/bitstream/10259/11066/2/license_rdf 0175ea4a2d4caec4bbcc37e300941108 MD5 2 ORIGINAL Garcia-as_2023.pdf Garcia-as_2023.pdf application/pdf 3482844 https://riubu.ubu.es/bitstream/10259/11066/1/Garcia-as_2023.pdf 106bf6eb3cfc4ee3c4a69b5fbf05f2a1 MD5 1 10259/11066 oai:riubu.ubu.es:10259/11066 2025-11-18 11:42:00.794 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es 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