Publicación:
Evaluation of the uncertainty of the spectral UV irradiance measured by double- and single-monochromator Brewer spectrophotometers

dc.contributor.authorGonzález, Carmen
dc.contributor.authorVilaplana, Jose Manuel
dc.contributor.authorRedondas, Alberto
dc.contributor.authorLópez Solano, Javier
dc.contributor.authorSan Atanasio, José M.
dc.contributor.authorKift, Richard
dc.contributor.authorSmedley, Andrew
dc.contributor.authorBabal, Pavel
dc.contributor.authorDíaz, Ana
dc.contributor.authorJepsen, Nis
dc.contributor.authorGacitúa, Guisella
dc.contributor.authorSerrano, Antonio
dc.contributor.funderAgencia Estatal de Investigación (España)
dc.date.accessioned2026-03-20T07:28:00Z
dc.date.available2026-03-20T07:28:00Z
dc.date.issued2025-10-30
dc.description.abstractBrewer instruments are robust, widely used instruments that have been monitoring global solar ultraviolet (UV) irradiance since the 1990s, playing a key role in UV research. Unfortunately, the uncertainties of these measurements are rarely evaluated due to the difficulties involved in characterising the instruments. This evaluation is essential to determine the quality of the measurements as well as their comparability to other datasets. In this study, eight double- and two single-monochromator Brewers are characterised, and the uncertainty of their global UV measurements is estimated using the Monte Carlo method. This methodology is selected because it provides reliable uncertainty estimations and considers the nonlinearity of certain steps in the UV processing algorithm. The combined standard uncertainty depends on the Brewer instrument, varying between 2.5 % and 4 % between 310 and 350 nm. These uncertainties arise primarily from radiometric stability, cosine correction, and the uncertainty of the lamp used during calibration. At shorter wavelengths, the differences between single- and double-monochromator Brewers increase. For example, at 296 nm and a solar zenith angle (SZA) of 40°, the relative uncertainties of single Brewers range between 11 % and 23 %, whereas double Brewers have uncertainties of 3 %–5 %. As the measured wavelength decreases, the correction of stray light (for single Brewers), dark counts, and noise become the dominant sources of uncertainty. These results indicate that the accuracy of fully characterised double Brewers is sufficient for biological studies and trend detection, whereas single Brewers might be limited to wavelengths and SZAs below 305 nm and 70°, respectively.
dc.description.peerreviewedPeerreview
dc.description.sponsorshipThis work is part of the PID2023-149390OB-C21 and PID2023-149390OB-C22 R+D+I projects, funded by MICIU/AEI/10.13039/501100011033/ and “ERDF A Way of Doing Europe”. The authors thank the European Brewer Network (http://eubrewnet.aemet.es/, last access: 17 October 2025) for providing access to the data. Furthermore, the authors are grateful to Vladimir Savastiouk, who provided most of the calibration records of the Brewers as well as insight on how to include the stray light in the uncertainty evaluation. Gregor Hülsen is also to be thanked for providing the slit functions of the Brewers. Julian Gröbner is to be acknowledged for insight on the precision of the micrometre step and the cosine correction methodology. Finally, we also thank Victoria E. Cachorro Revilla and Margarita Yela González for their effort in establishing and maintaining the AERONET El Arenosillo/Huelva site. Publisher’s note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
dc.identifier.citationAtmospheric Chemistry and Physics 25(21): 14131–14152
dc.identifier.doi10.5194/acp-25-14131-2025
dc.identifier.issn1680-7375
dc.identifier.otherhttps://acp.copernicus.org/articles/25/14131/2025/
dc.identifier.urihttps://hdl.handle.net/20.500.12666/1796
dc.language.isoeng
dc.publisherEuropean Geosciences Union
dc.referencesAgencia Estatal de Meteorología: European Brewer Network, http://eubrewnet.aemet.es/(last access: 17 October 2025), 2025.  Antón, M., Serrano, A., Cancillo, M. L., Vilaplana, JoséM., Cachorro, V. E., and Gröbner, J.: Correction of Angular Response Error in Brewer UV Irradiance Measurements, J. Atmospheric Ocean. Technol., 25, 2018–2027, https://doi.org/10.1175/2008JTECHA1040.1, 2008.  Arola, A. and Koskela, T.: On the sources of bias in aerosol optical depth retrieval in the UV range, J. Geophys. Res.-Atmos., 109, D08209, https://doi.org/10.1029/2003JD004375, 2004.  Arola, A., Lakkala, K., Bais, A., Kaurola, J., Meleti, C., and Taalas, P.: Factors affecting short- and long-term changes of spectral UV irradiance at two European stations, J. Geophys. Res.-Atmos., 108, 2003JD003447, https://doi.org/10.1029/2003JD003447, 2003.  Bais, A. F.: Spectrometers: Operational Errors and Uncertainties, in: Solar Ultraviolet Radiation, edited by: Zerefos, C. S. and Bais, A. F., Springer Berlin Heidelberg, Berlin, Heidelberg, 165–173, https://doi.org/10.1007/978-3-662-03375-3_12, 1997.   Bais, A. F., Zerefos, C. S., and McElroy, C. T.: Solar UVB measurements with the double- and single-monochromator Brewer ozone spectrophotometers, Geophys. Res. Lett., 23, 833–836, https://doi.org/10.1029/96GL00842, 1996.  Bais, A. F., Gardiner, B. G., Slaper, H., Blumthaler, M., Bernhard, G., McKenzie, R., Webb, A. R., Seckmeyer, G., Kjeldstad, B., Koskela, T., Kirsch, P. J., Gröbner, J., Kerr, J. B., Kazadzis, S., Leszczynski, K., Wardle, D., Josefsson, W., Brogniez, C., Gillotay, D., Reinen, H., Weihs, P., Svenoe, T., Eriksen, P., Kuik, F., and Redondas, A.: SUSPEN intercomparison of ultraviolet spectroradiometers, J. Geophys. Res.-Atmos., 106, 12509–12525, https://doi.org/10.1029/2000JD900561, 2001.  Bais, A. F., Kazadzis, S., Garane, K., Kouremeti, N., Gröbner, J., Blumthaler, M., Seckmeyer, G., Webb, A. R., Koskela, T., Görts, P., and Schreder, J.: Portable device for characterizing the angular response of UV spectroradiometers, Appl. Opt., 44, 7136, https://doi.org/10.1364/AO.44.007136, 2005.  Bernhard, G.: Trends of solar ultraviolet irradiance at Barrow, Alaska, and the effect of measurement uncertainties on trend detection, Atmos. Chem. Phys., 11, 13029–13045, https://doi.org/10.5194/acp-11-13029-2011, 2011.  Bernhard, G. and Seckmeyer, G.: Uncertainty of measurements of spectral solar UV irradiance, J. Geophys. Res.-Atmos., 104, 14321–14345, https://doi.org/10.1029/1999JD900180, 1999.  Bernhard, G. and Stierle, S.: Trends of UV Radiation in Antarctica, Atmosphere, 11, 795, https://doi.org/10.3390/atmos11080795, 2020.  Bilbao, J. and de Migue, A.: Erythemal Solar Irradiance, UVER, and UV Index from Ground-Based Data in Central Spain, Appl. Sci.-Basel, 10, 6589, https://doi.org/10.3390/app10186589, 2020.  Bilbao, J., Román, R., De Miguel, A., and Mateos, D.: Long-term solar erythemal UV irradiance data reconstruction in Spain using a semiempirical method, J. Geophys. Res.-Atmos., 116, D22211, https://doi.org/10.1029/2011jd015836, 2011.  BIPM, IEC, and IFCC: Evaluation of Measurement Data – Guide to the Expression of Uncertainty in Measurement, https://doi.org/10.59161/JCGM100-2008E, 2008a.  BIPM, IEC, and IFCC: Evaluation of Measurement Data – Supplement 1 to the Guide to the Expression of Uncertainty in Measurement – Propagation of distributions using a Monte Carlo method, https://doi.org/10.59161/JCGM101-2008, 2008b.  Brewer, A. W.: A replacement for the Dobson spectrophotometer?, Pure Appl. Geophys., 106–108, 919–927, https://doi.org/10.1007/BF00881042, 1973.  Cede, A., Luccini, E., Nuñez, L., Piacentini, R. D., and Blumthaler, M.: Monitoring of erythemal irradiance in the Argentine ultraviolet network, J. Geophys. Res.-Atmos., 107, AAC 1-1–AAC 1-10, https://doi.org/10.1029/2001JD001206, 2002.  Cordero, R. R., Seckmeyer, G., Pissulla, D., and Labbe. F.: Uncertainty of experimental integrals: application to the UV index calculation, Metrologia, 45, 1–10, https://doi.org/10.1088/0026-1394/45/1/001, 2007.  Cordero, R. R., Seckmeyer, G., Riechelmann, S., Damiani, A., and Labbe, F.: Monte Carlo-based uncertainty analysis of UV array spectroradiometers, Metrologia, 49, 745–755, https://doi.org/10.1088/0026-1394/49/6/745, 2012.  Davies, J. A.: Correcting for Stray Light in Brewer Spectroradiometers, Environ. Technol., 17, 421–426, https://doi.org/10.1080/09593331708616402, 1996.  De Bock, V., De Backer, H., Van Malderen, R., Mangold, A., and Delcloo, A.: Relations between erythemal UV dose, global solar radiation, total ozone column and aerosol optical depth at Uccle, Belgium, Atmos. Chem. Phys., 14, 12251–12270, https://doi.org/10.5194/acp-14-12251-2014, 2014.  Diémoz, H., Siani, A. M., Casale, G. R., di Sarra, A., Serpillo, B., Petkov, B., Scaglione, S., Bonino, A., Facta, S., Fedele, F., Grifoni, D., Verdi, L., and Zipoli, G.: First national intercomparison of solar ultraviolet radiometers in Italy, Atmos. Meas. Tech., 4, 1689–1703, https://doi.org/10.5194/amt-4-1689-2011, 2011.  Diémoz, H., Siani, A. M., Redondas, A., Savastiouk, V., McElroy, C. T., Navarro-Comas, M., and Hase, F.: Improved retrieval of nitrogen dioxide (NO2) column densities by means of MKIV Brewer spectrophotometers, Atmos. Meas. Tech., 7, 4009–4022, https://doi.org/10.5194/amt-7-4009-2014, 2014.  Dobson, G. M. B.: A photoelectric spectrophotometer for measuring the amount of atmospheric ozone, Proc. Phys. Soc., 43, 324–339, https://doi.org/10.1088/0959-5309/43/3/308, 1931.  Emde, C., Buras-Schnell, R., Kylling, A., Mayer, B., Gasteiger, J., Hamann, U., Kylling, J., Richter, B., Pause, C., Dowling, T., and Bugliaro, L.: The libRadtran software package for radiative transfer calculations (version 2.0.1), Geosci. Model Dev., 9, 1647–1672, https://doi.org/10.5194/gmd-9-1647-2016, 2016.  Estupiñán, J. G., Raman, S., Crescenti, G. H., Streicher, J. J., and Barnard, W. F.: Effects of clouds and haze on UV-B radiation, J. Geophys. Res.-Atmos., 101, 16807–16816, https://doi.org/10.1029/96JD01170, 1996.  Fioletov, V. E., Griffioen, E., Kerr, J. B., Wardle, D. I., and Uchino, O.: Influence of volcanic sulfur dioxide on spectral UV irradiance as measured by Brewer Spectrophotometers, Geophys. Res. Lett., 25, 1665–1668, https://doi.org/10.1029/98GL51305, 1998.  Fioletov, V. E., McArthur, L. J. B., Kerr, J. B., and Wardle, D. I.: Long-term variations of UV-B irradiance over Canada estimated from Brewer observations and derived from ozone and pyranometer measurements, J. Geophys. Res.-Atmos., 106, 23009–23027, https://doi.org/10.1029/2001JD000367, 2001.  Fioletov, V. E., Labow, G., Evans, R., Hare, E. W., Köhler, U., McElroy, C. T., Miyagawa, K., Redondas, A., Savastiouk, V., Shalamyansky, A. M., Staehelin, J., Vanicek, K., and Weber, M.: Performance of the ground-based total ozone network assessed using satellite data, J. Geophys. Res.-Atmos., 113, 2008JD009809, https://doi.org/10.1029/2008JD009809, 2008.  Fitzka, M., Simic, S., and Hadzimustafic, J.: Trends in spectral UV radiation from long-term measurements at Hoher Sonnblick, Austria, Theor. Appl. Climatol., 110, 585–593, https://doi.org/10.1007/s00704-012-0684-0, 2012.  Fountoulakis, I., Bais, A. F., Fragkos, K., Meleti, C., Tourpali, K., and Zempila, M. M.: Short- and long-term variability of spectral solar UV irradiance at Thessaloniki, Greece: effects of changes in aerosols, total ozone and clouds, Atmos. Chem. Phys., 16, 2493–2505, https://doi.org/10.5194/acp-16-2493-2016, 2016a.  Fountoulakis, I., Redondas, A., Bais, A. F., Rodriguez-Franco, J. J., Fragkos, K., and Cede, A.: Dead time effect on the Brewer measurements: correction and estimated uncertainties, Atmos. Meas. Tech., 9, 1799–1816, https://doi.org/10.5194/amt-9-1799-2016, 2016b.  Fountoulakis, I., Redondas, A., Lakkala, K., Berjon , A., Bais, A. F., Doppler, L., Feister, U., Heikkila, A., Karppinen, T., Karhu, J. M., Koskela, T., Garane, K., Fragkos, K., and Savastiouk, V.: Temperature dependence of the Brewer global UV measurements, Atmos. Meas. Tech., 10, 4491–4505, https://doi.org/10.5194/amt-10-4491-2017, 2017.  Fountoulakis, I., Zerefos, C. S., Bais, A. F., Kapsomenakis, J., Koukouli, M.-E., Ohkawara, N., Fioletov, V., De Backer, H., Lakkala, K., Karppinen, T., and Webb, A. R.: Twenty-five years of spectral UV-B measurements over Canada, Europe and Japan: Trends and effects from changes in ozone, aerosols, clouds, and surface reflectivity, C. R. Geosci., 350, 393–402, https://doi.org/10.1016/j.crte.2018.07.011, 2018.  Fountoulakis, I., Diémoz, H., Siani, A. M., Hülsen, G., and Gröbner, J.: Monitoring of solar spectral ultraviolet irradiance in Aosta, Italy, Earth Syst. Sci. Data, 12, 2787–2810, https://doi.org/10.5194/essd-12-2787-2020, 2020.  Garane, K., Bais, A. F., Kazadzis, S., Kazantzidis, A., and Meleti, C.: Monitoring of UV spectral irradiance at Thessaloniki (1990–2005): data re-evaluation and quality control, Ann. Geophys., 24, 3215–3228, https://doi.org/10.5194/angeo-24-3215-2006, 2006.  Glandorf, M., Arola, A., Bais, A., and Seckmeyer, G.: Possibilities to detect trends in spectral UV irradiance, Theor. Appl. Climatol., 81, 33–44, https://doi.org/10.1007/s00704-004-0109-9, 2005.  González, C., Vilaplana, J. M., and Serrano, A.: Monte Carlo Evaluation of Uncertainties of UV Spectra Measured With Brewer Spectroradiometers, J. Geophys. Res.-Atmos., 128, e2023JD039500, https://doi.org/10.1029/2023JD039500, 2023.  González, C., Vilaplana, J. M., Parra-Rojas, F. C., and Serrano, A.: GUM uncertainty framework, Unscented transformation, and Monte Carlo approaches for the uncertainty evaluation of Brewer UV measurements, Zenodo [code], https://doi.org/10.5281/ZENODO.10973560, 2024a.  González, C., Vilaplana, J. M., Parra-Rojas, F. C., and Serrano, A.: Validation of the GUM uncertainty framework and the Unscented transformation for Brewer UV irradiance measurements using the Monte Carlo method, Measurement, 239, 115466, https://doi.org/10.1016/j.measurement.2024.115466, 2024b.  Gröbner, J.: Improved entrance optic for global irradiance measurements with a Brewer spectrophotometer, Appl. Opt., 42, 3516, https://doi.org/10.1364/AO.42.003516, 2003.  Gröbner, J. and Sperfeld, P.: Direct traceability of the portable QASUME irradiance scale to the primary irradiance standard of the PTB, Metrología, 42, 134–139, https://doi.org/10.1088/0026-1394/42/2/008, 2005.  Gröbner, J., Blumthaler, M., and Ambach, W.: Experimental investigation of spectral global irradiance measurement errors due to a non ideal cosine response, Geophys. Res. Lett., 23, 2493–2496, https://doi.org/10.1029/96GL02380, 1996.  Gröbner, J., Blumthaler, M., Kazadzis, S., Bais, A., Webb, A., Schreder, J., Seckmeyer, G., and Rembges, D.: Quality assurance of spectral solar UV measurements: results from 25 UV monitoring sites in Europe, 2002 to 2004, Metrologia, 43, S66–S71, https://doi.org/10.1088/0026-1394/43/2/S14, 2006.  Gröbner, J., Hülsen, G., Wuttke, S., Schrems, O., De Simone, S., Gallo, V., Rafanelli, C., Petkov, B., Vitale, V., Edvardsen, K., and Stebel, K.: Quality assurance of solar UV irradiance in the Arctic, Photochem. Photobiol. Sci., 9, 384–391, https://doi.org/10.1039/b9pp00170k, 2010.  Gröbner, J., Schreder, J., Kazadzis, S., Bais, A. F., Blumthaler, M., Görts, P., Tax, R., Koskela, T., Seckmeyer, G., Webb, A. R., and Rembges, D.: Traveling reference spectroradiometer for routine quality assurance of spectral solar ultraviolet irradiance measurements, Appl. Opt., 44, 5321–-5331, https://doi.org/10.1364/AO.44.005321, 2005  Gröbner, J., Wardle, D. I., McElroy, C. T., and Kerr, J. B.: Investigation of the wavelength accuracy of Brewer spectrophotometers, Appl. Opt., 37, 8352, https://doi.org/10.1364/AO.37.008352, 1998.  Holben, B. N., Eck, T. F., Slutsker, I., Tanré, D., Buis, J. P., Setzer, A., Vermote, E., Reagan, J. A., Kaufman, Y. J., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET – A Federated Instrument Network and Data Archive for Aerosol Characterization, Remote Sens. Environ., 66, 1–16, https://doi.org/10.1016/S0034-4257(98)00031-5, 1998.  Hülsen, G., Gröbner, J., Nevas, S., Sperfeld, P., Egli, L., Porrovecchio, G., and Smid, M.: Traceability of solar UV measurements using the Qasume reference spectroradiometer, Appl. Opt., 55, 7265, https://doi.org/10.1364/AO.55.007265, 2016.  Hülsen, G.: Protocol of the solar UV intercomparison at INTA, El Arenosillo, Spain from September 4 to September 14, 2023, with the travelling reference spectroradiometer QASUME from PMOD/WRC, Tech. rep., Physikalisch-Meteorologisches Observatorium Davos World Radiation Center, https://www.pmodwrc.ch/wcc_uv/qasume_audit/reports/2023_09_spain_INTA_RBCCE18.pdf (last access: 26 May 2025), 2023.  International Commission on Non-Ionizing Radiation Protection (ICNIRP): ICNIRP statement–Protection of workers against ultraviolet radiation, Health Phys., 99, 66–87, https://doi.org/10.1097/HP.0b013e3181d85908, 2010  Julier, S. J. and Uhlmann, J. K.: New extension of the Kalman filter to nonlinear systems, AeroSense '97, Orlando, FL, USA, 182, https://doi.org/10.1117/12.280797, 1997.  Julier, S. J., Uhlmann, J. K., and Durrant-Whyte, H. F.: A new approach for filtering nonlinear systems, in: Proceedings of 1995 American Control Conference – ACC'95, 1995 American Control Conference – ACC'95, Seattle, WA, USA, 1628–1632, https://doi.org/10.1109/ACC.1995.529783, 1995.  Karppinen, T., Redondas, A., García, R. D., Lakkala, K., McElroy, C. T., and Kyrö, E.: Compensating for the Effects of Stray Light in Single-Monochromator Brewer Spectrophotometer Ozone Retrieval, Atmosphere-Ocean, 53, 66–73, https://doi.org/10.1080/07055900.2013.871499, 2015.  Kerr, J. B.: The Brewer Spectrophotometer, in: UV Radiation in Global Climate Change, edited by: Gao, W., Slusser, J. R., and Schmoldt, D. L., Springer Berlin Heidelberg, Berlin, Heidelberg, 160–191, https://doi.org/10.1007/978-3-642-03313-1_6, 2010.  Kerr, J. B. and McElroy, C. T.: Evidence for Large Upward Trends of Ultraviolet-B Radiation Linked to Ozone Depletion, Science, 262, 1032–1034, https://doi.org/10.1126/science.262.5136.1032, 1993.  Kipp & Zonen: MkIV Brewer Spectrophotometer Instruction Manual, Revision F., https://www.kippzonen.com/Download/164/Brewer-MKIV-Operator-s-Manual-for-Single-Board?ShowInfo=true (last access: 17 October 2025), 2007.  Kipp & Zonen: Brewer MkIII Spectrophotometer Operator's Manual, Revision F., https://www.kippzonen.com/Download/207/Brewer-MkIII-Operator-s-Manual?ShowInfo=true (last access: 17 October 2025), 2015.  Klotz, B., Gradl, R., Schenzinger, V., Schwarzmann, M., Schreder, J., Lorenz, S., Grobner, J., Hulsen, G., and Kreuter, A.: UV Map Nowcasting and Comparison with Ground-Based UV Measurements for the DACH Region, Remote Sens-Basel, 17, 629, https://doi.org/10.3390/rs17040629, 2025.  Lakkala, K., Kyrö, E., and Turunen, T.: Spectral UV Measurements at Sodankylä during 1990–2001, J. Geophys. Res.-Atmos., 108, 2002JD003300, https://doi.org/10.1029/2002JD003300, 2003.  Lakkala, K., Arola, A., Heikkilä, A., Kaurola, J., Koskela, T., Kyrö, E., Lindfors, A., Meinander, O., Tanskanen, A., Gröbner, J., and Hülsen, G.: Quality assurance of the Brewer spectral UV measurements in Finland, Atmos. Chem. Phys., 8, 3369–3383, https://doi.org/10.5194/acp-8-3369-2008, 2008.  Lakkala, K., Arola, A., Gröbner, J., León-Luis, S. F., Redondas, A., Kazadzis, S., Karppinen, T., Karhu, J. M., Egli, L., Heikkilä, A., Koskela, T., Serrano, A., and Vilaplana, J. M.: Performance of the FMI cosine error correction method for the Brewer spectral UV measurements, Atmos. Meas. Tech., 11, 5167–-5180, https://doi.org/10.5194/amt-11-5167-2018, 2018.  López-Solano, J., Redondas, A., Carreño, V., Berjón, A., Serrano, A., Vilaplana, J. M., González, C., Gröbner, J., Egli, L., Hülsen, G., Zeilinger, F., Lakkala, K., and Keskinen, A.: UV processing in EUBREWMET: results of the 18th RBCC-E campaign, Quadrennial Ozone Symposium, Boulder, USA, 15–19 July 2024, https://doi.org/10.31978/QOS.english_2024, 2024.  Lucas, R. M., Yazar, S., Young, A. R., Norval, M., de Gruijl, F. R., Takizawa, Y., Rhodes, L. E., Sinclair, C. A., and Neale, R. E.: Human health in relation to exposure to solar ultraviolet radiation under changing stratospheric ozone and climate. Photoch. Photobio. Sci., 18, 641–680, https://doi.org/10.1039/c8pp90060d, 2019.  Mäkelä, J. S., Lakkala, K., Koskela, T., Karppinen, T., Karhu, J. M., Savastiouk, V., Suokanerva, H., Kaurola, J., Arola, A., Lindfors, A. V., Meinander, O., de Leeuw, G., and Heikkilä, A.: Data flow of spectral UV measurements at Sodankylä and Jokioinen, Geosci. Instrum. Method. Data Syst., 5, 193–203, https://doi.org/10.5194/gi-5-193-2016, 2016.  McKenzie, R. L., Matthews, W. A., and Johnston, P. V.: The relationship between erythemal UV and ozone, derived from spectral irradiance measurements, Geophys. Res. Lett., 18, 2269–2272, https://doi.org/10.1029/91GL02786, 1991.  Redondas, A., Carreño, V., León-Luis, S. F., Hernández-Cruz, B., López-Solano, J., Rodriguez-Franco, J. J., Vilaplana, J. M., Gröbner, J., Rimmer, J., Bais, A. F., Savastiouk, V., Moreta, J. R., Boulkelia, L., Jepsen, N., Wilson, K. M., Shirotov, V., and Karppinen, T.: EUBREWNET RBCC-E Huelva 2015 Ozone Brewer Intercomparison, Atmos. Chem. Phys., 18, 9441–9455, https://doi.org/10.5194/acp-18-9441-2018, 2018.  Rimmer, J. S., Redondas, A., and Karppinen, T.: EuBrewNet – A European Brewer network (COST Action ES1207), an overview, Atmos. Chem. Phys., 18, 10347–10353, https://doi.org/10.5194/acp-18-10347-2018, 2018.  Savastiouk, V., Diémoz, H., and McElroy, C. T.: A physically based correction for stray light in Brewer spectrophotometer data analysis, Atmos. Meas. Tech., 16, 4785–4806, https://doi.org/10.5194/amt-16-4785-2023, 2023.  Schinke, C., Pollex, H., Hinken, D., Wolf, M., Bothe, K., Kröger, I., Nevas, S., and Winter, S.: Calibrating spectrometers for measurements of the spectral irradiance caused by solar radiation, Metrologia, 57, 065027, https://doi.org/10.1088/1681-7575/abafc5, 2020.  Seckmeyer, G., Bais, A., Bernhard, G., Blumthaler, M., Booth, C., Disterhoft, P., Eriksen, P., McKenzie, R., Miyauchi, M., and Roy, C.: Instruments to measure solar ultraviolet irradiance – Part 1: Spectral instruments, World Meteorological Organization (WMO), Geneva, Switzerland, 30 pp., https://library.wmo.int/idurl/4/41123 (last access: 27 October 2025), 2001  Simic, S., Weihs, P., Vacek, A., Kromp-Kolb, H., and Fitzka, M.: Spectral UV measurements in Austria from 1994 to 2006: investigations of short- and long-term changes, Atmos. Chem. Phys., 8, 7033–7043, https://doi.org/10.5194/acp-8-7033-2008, 2008.  Slaper, H., Reinen, H. A. J. M., Blumthaler, M., Huber, M., and Kuik, F.: Comparing ground-level spectrally resolved solar UV measurements using various instruments: A technique resolving effects of wavelength shift and slit width, Geophys. Res. Lett., 22, 2721–2724, https://doi.org/10.1029/95GL02824, 1995.  Smedley, A. R. D., Rimmer, J. S., Moore, D., Toumi, R., and Webb, A. R.: Total ozone and surface UV trends in the United Kingdom: 1979–2008, Int. J. Climatol., 32, 338–346, https://doi.org/10.1002/joc.2275, 2012.  Straka, O., Dunik, J., and Simandl, M.: Scaling parameter in unscented transform: Analysis and specification, in: 2012 American Control Conference (ACC), 2012 American Control Conference – ACC 2012, Montreal, QC, 5550–5555, https://doi.org/10.1109/ACC.2012.6315031, 2012.  Turner, R. and Rasmussen, C. E.: Model based learning of sigma points in unscented Kalman filtering, in: 2010 IEEE International Workshop on Machine Learning for Signal Processing, 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Kittila, Finland, 178–183, https://doi.org/10.1109/MLSP.2010.5589003, 2010.  Wang, L. and Ding, R.: A parameter determination method of unscented transformation and its approximate ability analysis in the precision estimation of nonlinear measurement adjustment, Measurement, 166, 108065, https://doi.org/10.1016/j.measurement.2020.108065, 2020.  Weatherhead, E. C., Reinsel, G. C., Tiao, G. C., Meng, X., Choi, D., Cheang, W., Keller, T., DeLuisi, J., Wuebbles, D. J., Kerr, J. B., Miller, A. J., Oltmans, S. J., and Frederick, J. E.: Factors affecting the detection of trends: Statistical considerations and applications to environmental data, J. Geophys. Res.-Atmos., 103, 17149–17161, https://doi.org/10.1029/98jd00995, 1998.  Weatherhead, E., Theisen, D., Stevermer, A., Enagonio, J., Rabinovitch, B., Disterhoft, P., Lantz, K., Meltzer, R., Sabburg, J., DeLuisi, J., Rives, J., and Shreffler, J.: Temperature dependence of the Brewer ultraviolet data, J. Geophys. Res.-Atmos., 106, 34121–34129, https://doi.org/10.1029/2001JD000625, 2001.   Webb, A. R., Gardiner, B .G., Blumthaler, M., Forster, P., Huber, M., and Kirsch, P. J.: A laboratory investigation of two ultraviolet spectroradiometers, Photochem. Photobiol., 60, 84–90, https://doi.org/10.1111/j.1751-1097.1994.tb03947.x, 1994  Webb, A. R., Gardiner, B. G., Martin, T. J., Leszczynski, K., and Mohnen, V. A.: Guidelines for Site Quality Control of UV Monitoring (GAW Report No. 126), World Meteorological Organization (WMO), https://library.wmo.int/idurl/4/41126 (last access: 27 October 2025), 1998.  Webb, A. R., Gardiner, B. G., Lescynski, K., Metzdorf, J., Mohnen, V., Johnston, P., Harrison, N., and Bigelow, D.: Quality Assurance in Monitoring Solar Ultraviolet Radiation: the State of the Art (GAW Report No. 146), World Meteorological Organization (WMO), https://library.wmo.int/idurl/4/41194 (last access: 27 October 2025), 2003.  Webb, A. R., Kift, R., Durkin, M. T., O'Brien, S. J., Vail, A., Berry, J. L., and Rhodes, L. E.: The role of sunlight exposure in determining the vitamin D status of the UK white adult population, Brit. J. Dermatol., 164, 1050–1055, https://doi.org/10.1111/j.1365-2133.2010.09975.x, 2011.  Weihs, P., Blumthaler, M., Rieder, H. E., Kreuter, A., Simic, S., Laube, W., Schmalwieser, A. W., Wagner, J. E., and Tanskanen, A.: Measurements of UV irradiance within the area of one satellite pixel, Atmos. Chem. Phys., 8, 5615–5626, https://doi.org/10.5194/acp-8-5615-2008, 2008.  World Meteorological Organization (WMO): Eighteenth Intercomparison Campaign of the Regional Brewer Calibration Centre Europe (GAW Report No. 302), WMO, Geneva, https://doi.org/10.31978/666-20-018-3, 2024.  Young, A. R., Claveau, J., and Rossi, A. B.: Ultraviolet radiation and the skin: Photobiology and sunscreen photoprotection, J. Am. Acad. Dermatol., 76, S100–S109, https://doi.org/10.1016/j.jaad.2016.09.038, 2017.  Zempila, M.-M., Koukouli, M.-E., Bais, A., Fountoulakis, I., Arola, A., Kouremeti, N., and Balis, D.: OMI/Aura UV product validation using NILU-UV ground-based measurements in Thessaloniki, Greece, Atmos. Environ., 140, 283–297, https://doi.org/10.1016/j.atmosenv.2016.06.009, 2016.  Zerefos, C. S., Tourpali, K., Eleftheratos, K., Kazadzis, S., Meleti, C., Feister, U., Koskela, T., and Heikkilä, A.: Evidence of a possible turning point in solar UV-B over Canada, Europe and Japan, Atmos. Chem. Phys., 12, 2469–2477, https://doi.org/10.5194/acp-12-2469-2012, 2012.
dc.relationMEDIDA EXPERIMENTAL DE ESPECTROS DE RADIACION SOLAR ULTRAVIOLETA EN LA SUPERFICIE TERRESTRE Y EL EFECTO DE LA NUBOSIDAD EN SU VARIABILIDAD A ESCALA LOCAL - UEX
dc.relationMEDIDA EXPERIMENTAL DE ESPECTROS DE RADIACION SOLAR ULTRAVIOLETA EN LA SUPERFICIE TERRESTRE Y EL EFECTO DE LA NUBOSIDAD EN SU VARIABILIDAD A ESCALA LOCAL
dc.rightsAttribution 4.0 International
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.license© Author(s) 2025.
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleEvaluation of the uncertainty of the spectral UV irradiance measured by double- and single-monochromator Brewer spectrophotometers
dc.typeinfo:eu-repo/semantics/article
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dspace.entity.typePublication
oaire.awardNumberPID2023-149390OB-C21
oaire.awardNumberPID2023-149390OB-C22
oaire.awardTitleMEDIDA EXPERIMENTAL DE ESPECTROS DE RADIACION SOLAR ULTRAVIOLETA EN LA SUPERFICIE TERRESTRE Y EL EFECTO DE LA NUBOSIDAD EN SU VARIABILIDAD A ESCALA LOCAL - UEX
oaire.awardTitleMEDIDA EXPERIMENTAL DE ESPECTROS DE RADIACION SOLAR ULTRAVIOLETA EN LA SUPERFICIE TERRESTRE Y EL EFECTO DE LA NUBOSIDAD EN SU VARIABILIDAD A ESCALA LOCAL
oaire.awardURIhttps://hdl.handle.net/20.500.12666/1794
oaire.awardURIhttps://hdl.handle.net/20.500.12666/1795
relation.isAuthorOfPublicationedebb206-fc31-4ebb-ae4f-4e71cf0bf815
relation.isAuthorOfPublication.latestForDiscoveryedebb206-fc31-4ebb-ae4f-4e71cf0bf815
relation.isProjectOfPublication9d3f7d1f-e12a-4cb9-91bf-13fae878be16
relation.isProjectOfPublicationaf49b559-ad3e-4fd9-9a42-7f8a7bbec4bf
relation.isProjectOfPublication.latestForDiscovery9d3f7d1f-e12a-4cb9-91bf-13fae878be16

Archivos

Bloque original

Mostrando 1 - 1 de 1
Cargando...
Miniatura
Nombre:
Evaluation of the uncertainty of the spectral UV irradiance measured by double and single monochromator brewer spectrophotometers.pdf
Tamaño:
2.01 MB
Formato:
Adobe Portable Document Format

Bloque de licencias

Mostrando 1 - 1 de 1
No hay miniatura disponible
Nombre:
license.txt
Tamaño:
4.77 KB
Formato:
Item-specific license agreed upon to submission
Descripción: