Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2022 |
| Outros Autores: | , , , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Research, Society and Development |
| Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/38179 |
Resumo: | The shortwave solar radiation that arrives under the Earth's surface is spectrally composed of the ultraviolet, photosynthetically active, and near-infrared components. Having information about the availability of these parameters in different locations allows public agencies and scientific institutions to plan, execute, and manage energy projects in Brazil. Therefore, this information can be obtained from weather measurements with wide temporal and spatial coverage. However, the solar radiation measuring process is not an easy task, due to the uncertainties caused by instrumentation and operational problems. Thus, the aim of this study was to implement a procedure for erroneous measurements detection of ultraviolet, photosynthetically active, and near-infrared solar irradiances, collected in Botucatu (SP) - Brazil during the years 2001 to 2006, in sub-hourly temporal resolution (5 minutes in Wm-2), to certify the quality of the obtained measured values. For this purpose, analyzes were carried out by two quality check analyzes, the first one to verify whether the measurements were within physically possible limits and the second one whether they were within extremely rare but accepted limits. It was possible to identify that the near-infrared solar irradiance had the highest number of erroneous measurements flagged (0.310% of the total values), followed by photosynthetically active (0.162% of the total values) and, with less flags, from ultraviolet (0.047% of the total values). Measurements of spectral components of solar irradiances that were not flagged as erroneous by the quality checks procedure are considered valid, and can be used in future scientific investigations. |
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Quality checks procedure for erroneous measurements detection of spectral components of solar irradiancesProcedimiento de control de calidad para la detección de medidas erróneas de los componentes espectrais da irradiância solarProcedimento de checagem de qualidade para detecção de medidas errôneas das componentes espectrais da irradiância solarUltraviolet solar irradiancePhotosynthetically active solar irradianceNear-infrared solar irradianceQuality controlMeasurements outliers.Irradiância solar ultravioletaIrradiância solar fotossinteticamente ativaIrradiância solar infravermelha-próximaControle de qualidadeOutliers em medições.Irradiância solar ultravioletaIrradiância solar fotosintéticamente activaIrradiância solar del infrarrojo cercanoControl de calidadValores atípicos en las mediciones.The shortwave solar radiation that arrives under the Earth's surface is spectrally composed of the ultraviolet, photosynthetically active, and near-infrared components. Having information about the availability of these parameters in different locations allows public agencies and scientific institutions to plan, execute, and manage energy projects in Brazil. Therefore, this information can be obtained from weather measurements with wide temporal and spatial coverage. However, the solar radiation measuring process is not an easy task, due to the uncertainties caused by instrumentation and operational problems. Thus, the aim of this study was to implement a procedure for erroneous measurements detection of ultraviolet, photosynthetically active, and near-infrared solar irradiances, collected in Botucatu (SP) - Brazil during the years 2001 to 2006, in sub-hourly temporal resolution (5 minutes in Wm-2), to certify the quality of the obtained measured values. For this purpose, analyzes were carried out by two quality check analyzes, the first one to verify whether the measurements were within physically possible limits and the second one whether they were within extremely rare but accepted limits. It was possible to identify that the near-infrared solar irradiance had the highest number of erroneous measurements flagged (0.310% of the total values), followed by photosynthetically active (0.162% of the total values) and, with less flags, from ultraviolet (0.047% of the total values). Measurements of spectral components of solar irradiances that were not flagged as erroneous by the quality checks procedure are considered valid, and can be used in future scientific investigations.La radiación solar de onda corta que llega en la superficie de la Tierra está compuesta espectralmente por los componentes ultravioleta, fotosintéticamente activo e infrarrojo cercano. Tener información sobre la disponibilidad de estos parámetros en diferentes lugares permite a los departamentos públicos y instituciones científicas a planificar, ejecutar y gestionar adecuadamente proyectos de energía en Brasil. De manera que, se puede obtener dicha información a partir de mediciones meteorológicas con amplia cobertura temporal y espacial. Sin embargo, el proceso de medición de la radiación solar no es una tarea sencilla, en comparación con o de otras variables climáticas, debido a las incertidumbres provocadas por la instrumentación y problemas operativos. En ese sentido, el objetivo de este estudio fue implementar un procedimiento para la detección de mediciones erróneas de la irradiancia solar ultravioleta, fotosintéticamente activa y del infrarrojo cercano, colectadas en Botucatu (SP) - Brasil durante los años 2001 a 2006, en resolución temporal subhoraria (5 minutos en Wm-2), con el fin de certificar la calidad de los valores obtenidos en este periodo. Para ello se realizaron dos análisis basados en la relación física, el primero para verificar si las medidas se encontraban dentro de los límites físicamente posibles y el segundo para identificar si se encontraban dentro de los límites extremadamente raros pero aceptados. Se pudo identificar que la irradiancia solar del infrarrojo cercano tuvo el mayor número de mediciones señalados como erróneos (0,310% del total de valores), seguida de la fotosintéticamente activa (0,162% del total de valores) y, con menos erros, la ultravioleta (0,047% del total de valores). Las mediciones de los componentes espectrales de la radiación solar que no se marcaron como erróneas se consideran válidas y se pueden utilizar en futuras investigaciones científicas.A radiação solar de ondas curtas que chega sob a superfície da Terra é composta espectralmente pelas componentes ultravioleta, fotossinteticamente ativa e infravermelha-próxima. Ter informações sobre a disponibilidade desses parâmetros em diferentes localidades permite que órgãos públicos e instituições científicas planejem, executem e gerenciem projetos energéticos de forma mais adequada no Brasil. Tal que, pode-se obter tais informações a partir de medições meteorológicas com ampla cobertura temporal e espacial. Porém, o processo de medição da radiação solar não é uma tarefa fácil de ser executada, se comparado a outras variáveis climáticas, devido às incertezas causadas pela instrumentação e problemas operacionais. Neste sentido, o objetivo deste estudo foi implementar um procedimento para detecção de medições errôneas das irradiâncias solares ultravioleta, fotossinteticamente ativa e infravermelha-próxima, coletadas em Botucatu (SP) - Brasil durante os anos de 2001 a 2006, em resolução temporal sub-horária (5 minutos em Wm-2), a fim de certificar a qualidade dos valores obtidos nesse período. Para tanto, foram realizadas duas análises de checagem de qualidade, a primeira para verificar se as medições estavam dentro dos limites fisicamente possíveis e a segunda para identificar se estavam dentro dos limites extremamente raros, mas aceitos. Foi possível identificar que a irradiância solar infravermelha-próxima teve o maior número de medições sinalizadas como errôneas (0,310% do total de valores), seguida da fotossinteticamente ativa (0,162% do total de valores) e, com menos sinalizações, da ultravioleta (0,047% do total de valores). As medições das componentes espectrais da irradiância solar que não foram sinalizadas como errôneas são consideradas válidas e podem ser usadas em futuras investigações científicas.Research, Society and Development2022-12-17info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3817910.33448/rsd-v11i16.38179Research, Society and Development; Vol. 11 No. 16; e543111638179Research, Society and Development; Vol. 11 Núm. 16; e543111638179Research, Society and Development; v. 11 n. 16; e5431116381792525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/38179/31932Copyright (c) 2022 Marcus Vinícius Contes Calca; Matheus Rodrigues Raniero; José Rafael Franco; Daniele Cristina Lopes Mariano; Sergio Augusto Rodrigues; Alexandre Dal Paihttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCalca, Marcus Vinícius Contes Raniero, Matheus Rodrigues Franco, José RafaelMariano, Daniele Cristina Lopes Rodrigues, Sergio AugustoDal Pai, Alexandre2022-12-18T18:26:42Zoai:ojs.pkp.sfu.ca:article/38179Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:52:01.788559Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
| dc.title.none.fl_str_mv |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances Procedimiento de control de calidad para la detección de medidas erróneas de los componentes espectrais da irradiância solar Procedimento de checagem de qualidade para detecção de medidas errôneas das componentes espectrais da irradiância solar |
| title |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| spellingShingle |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances Calca, Marcus Vinícius Contes Ultraviolet solar irradiance Photosynthetically active solar irradiance Near-infrared solar irradiance Quality control Measurements outliers. Irradiância solar ultravioleta Irradiância solar fotossinteticamente ativa Irradiância solar infravermelha-próxima Controle de qualidade Outliers em medições. Irradiância solar ultravioleta Irradiância solar fotosintéticamente activa Irradiância solar del infrarrojo cercano Control de calidad Valores atípicos en las mediciones. |
| title_short |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| title_full |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| title_fullStr |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| title_full_unstemmed |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| title_sort |
Quality checks procedure for erroneous measurements detection of spectral components of solar irradiances |
| author |
Calca, Marcus Vinícius Contes |
| author_facet |
Calca, Marcus Vinícius Contes Raniero, Matheus Rodrigues Franco, José Rafael Mariano, Daniele Cristina Lopes Rodrigues, Sergio Augusto Dal Pai, Alexandre |
| author_role |
author |
| author2 |
Raniero, Matheus Rodrigues Franco, José Rafael Mariano, Daniele Cristina Lopes Rodrigues, Sergio Augusto Dal Pai, Alexandre |
| author2_role |
author author author author author |
| dc.contributor.author.fl_str_mv |
Calca, Marcus Vinícius Contes Raniero, Matheus Rodrigues Franco, José Rafael Mariano, Daniele Cristina Lopes Rodrigues, Sergio Augusto Dal Pai, Alexandre |
| dc.subject.por.fl_str_mv |
Ultraviolet solar irradiance Photosynthetically active solar irradiance Near-infrared solar irradiance Quality control Measurements outliers. Irradiância solar ultravioleta Irradiância solar fotossinteticamente ativa Irradiância solar infravermelha-próxima Controle de qualidade Outliers em medições. Irradiância solar ultravioleta Irradiância solar fotosintéticamente activa Irradiância solar del infrarrojo cercano Control de calidad Valores atípicos en las mediciones. |
| topic |
Ultraviolet solar irradiance Photosynthetically active solar irradiance Near-infrared solar irradiance Quality control Measurements outliers. Irradiância solar ultravioleta Irradiância solar fotossinteticamente ativa Irradiância solar infravermelha-próxima Controle de qualidade Outliers em medições. Irradiância solar ultravioleta Irradiância solar fotosintéticamente activa Irradiância solar del infrarrojo cercano Control de calidad Valores atípicos en las mediciones. |
| description |
The shortwave solar radiation that arrives under the Earth's surface is spectrally composed of the ultraviolet, photosynthetically active, and near-infrared components. Having information about the availability of these parameters in different locations allows public agencies and scientific institutions to plan, execute, and manage energy projects in Brazil. Therefore, this information can be obtained from weather measurements with wide temporal and spatial coverage. However, the solar radiation measuring process is not an easy task, due to the uncertainties caused by instrumentation and operational problems. Thus, the aim of this study was to implement a procedure for erroneous measurements detection of ultraviolet, photosynthetically active, and near-infrared solar irradiances, collected in Botucatu (SP) - Brazil during the years 2001 to 2006, in sub-hourly temporal resolution (5 minutes in Wm-2), to certify the quality of the obtained measured values. For this purpose, analyzes were carried out by two quality check analyzes, the first one to verify whether the measurements were within physically possible limits and the second one whether they were within extremely rare but accepted limits. It was possible to identify that the near-infrared solar irradiance had the highest number of erroneous measurements flagged (0.310% of the total values), followed by photosynthetically active (0.162% of the total values) and, with less flags, from ultraviolet (0.047% of the total values). Measurements of spectral components of solar irradiances that were not flagged as erroneous by the quality checks procedure are considered valid, and can be used in future scientific investigations. |
| publishDate |
2022 |
| dc.date.none.fl_str_mv |
2022-12-17 |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
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article |
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publishedVersion |
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https://rsdjournal.org/index.php/rsd/article/view/38179 10.33448/rsd-v11i16.38179 |
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https://rsdjournal.org/index.php/rsd/article/view/38179 |
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10.33448/rsd-v11i16.38179 |
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eng |
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eng |
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https://rsdjournal.org/index.php/rsd/article/view/38179/31932 |
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https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by/4.0 |
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openAccess |
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application/pdf |
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Research, Society and Development |
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Research, Society and Development |
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Research, Society and Development; Vol. 11 No. 16; e543111638179 Research, Society and Development; Vol. 11 Núm. 16; e543111638179 Research, Society and Development; v. 11 n. 16; e543111638179 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
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Universidade Federal de Itajubá (UNIFEI) |
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Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
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