Articles | Volume 8, issue 12
https://doi.org/10.5194/acp-8-3107-2008
© Author(s) 2008. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/acp-8-3107-2008
© Author(s) 2008. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
23 Jun 2008
Long-term solar UV radiation reconstructed by ANN modelling with emphasis on spatial characteristics of input data
U. Feister
Deutscher Wetterdienst, Richard Aßmann Observatorium Lindenberg, Am Observatorium 12, 15848 Lindenberg, Germany
J. Junk
Public Research Centre – Gabriel Lippmann, Department of Environment and Agro-Biotechnologies (EVA), 41, rue du Bril, 4422 Belvaux Grand-Duchy of Luxembourg, Luxembourg
M. Woldt
Brandenburgische Techn. Univ. Cottbus, Lehrstuhl für Umweltmeteorologie, Burger Chaussee 2, 03044 Cottbus, Germany
A. Bais
Aristotle University of Thessaloniki, Laboratory of Atmospheric Physics, 54124, Thessaloniki, Greece
A. Helbig
Universität Trier, Fachbereich VI, Fach Umweltmeteorologie, 54286 Trier, Germany
M. Janouch
Solar and Ozone Observatory, Czech Hydrometeorological Inst., Hvezdarna 456, 500 08 Hradec Kralove 8, Czech Republic
W. Josefsson
Swedish Meteorological and Hydrological Institute, 60176, Norrköping, Sweden
A. Kazantzidis
Aristotle University of Thessaloniki, Laboratory of Atmospheric Physics, 54124, Thessaloniki, Greece
A. Lindfors
Finnish Meteorological Institute, P.O. BOX 503 (Erik Palmenin aukio 1), 00101 Helsinki, Finland
P. N. den Outer
National Institute for Public Health and the Environment, A. van Leeuwenhoeklaan 9, P.O. Box 1, 3720 BA Bilthoven, The Netherlands
H. Slaper
National Institute for Public Health and the Environment, A. van Leeuwenhoeklaan 9, P.O. Box 1, 3720 BA Bilthoven, The Netherlands
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28 citations as recorded by crossref.
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- Total ozone and surface UV trends in the United Kingdom: 1979–2008 A. Smedley et al. 10.1002/joc.2275
- Artificial Neural Network models for estimating daily solar global UV, PAR and broadband radiant fluxes in an eastern Mediterranean site C. Jacovides et al. 10.1016/j.atmosres.2013.11.004
- Spatiotemporal characteristics of ultraviolet radiation in recent 54 years from measurements and reconstructions over the Tibetan Plateau H. Liu et al. 10.1002/2015JD024378
- Factors affecting solar ultraviolet irradiance measured since 1990 at Thessaloniki, Greece C. Meleti et al. 10.1080/01431160902822864
- Environmental effects of ozone depletion and its interactions with climate change: progress report, 2009 10.1039/b923342n
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- Multi-annual changes of NO<sub>x</sub> emissions in megacity regions: nonlinear trend analysis of satellite measurement based estimates I. Konovalov et al. 10.5194/acp-10-8481-2010
- The PROMOTE UV Record: Toward a Global Satellite-Based Climatology of Surface Ultraviolet Irradiance A. Lindfors et al. 10.1109/JSTARS.2009.2030876
- Ozone depletion and climate change: impacts on UV radiation R. McKenzie et al. 10.1039/c0pp90034f
- Long‐term erythemal ultraviolet radiation in Novi Sad (Serbia) reconstructed by neural network modelling S. Malinovic‐Milicevic et al. 10.1002/joc.5499
- Modeling Horizontal Ultraviolet Irradiance for All Sky Conditions by Using Artificial Neural Networks and Regression Models M. Dieste-Velasco et al. 10.3390/app13031473
- Assessment of spectral UV radiation at Marambio Base, Antarctic Peninsula K. Čížková et al. 10.5194/acp-23-4617-2023
- Reconstructing of erythemal ultraviolet radiation levels in Europe for the past 4 decades P. den Outer et al. 10.1029/2009JD012827
- Ultraviolet radiation over China: Spatial distribution and trends H. Liu et al. 10.1016/j.rser.2017.03.102
- A 10 km daily-level ultraviolet-radiation-predicting dataset based on machine learning models in China from 2005 to 2020 Y. Jiang et al. 10.5194/essd-16-4655-2024
- Extensive reduction of surface UV radiation since 1750 in world's populated regions M. Kvalev&aring;g et al. 10.5194/acp-9-7737-2009
- Reconstruction of the erythemal UV radiation data in Novi Sad (Serbia) using the NEOPLANTA parametric model S. Malinovic-Milicevic et al. 10.1007/s00704-014-1223-y
- Aerosol optical depth retrievals at the Izaña Atmospheric Observatory from 1941 to 2013 by using artificial neural networks R. García et al. 10.5194/amt-9-53-2016
- Variation characteristics of ultraviolet radiation derived from measurement and reconstruction in Beijing, China B. Hu et al. 10.1111/j.1600-0889.2010.00452.x
- The role of cosmic and ionospheric disturbances in global climatic changes and pipeline corrosion S. Avakyan & N. Voronin 10.1134/S0001433811090027
- Ultraviolet radiation in the background region over Northeast China B. Hu & Y. Wang 10.1007/s10874-013-9269-2
- Measurement and estimation of ultraviolet radiation in Pearl River Delta, China W. Gong et al. 10.1016/j.jastp.2014.12.010
- The characteristics of ultraviolet radiation in arid and semi-arid regions of China B. Hu et al. 10.1007/s10874-011-9204-3
- Radio-optical and optical mechanisms of the influence of space factors on global climate warming S. Avakyan & N. Voronin 10.1364/JOT.77.000150
- Reconstructing of erythemal ultraviolet radiation levels in Europe for the past 4 decades P. den Outer et al. 10.1029/2009JD012827
- Variation characteristics of ultraviolet radiation over the north china plain B. Hu & Y. Wang 10.1007/s00376-013-2319-5
20 citations as recorded by crossref.
- Comparison of macroscopic cloud data from ground-based measurements using VIS/NIR and IR instruments at Lindenberg, Germany U. Feister et al. 10.1016/j.atmosres.2010.01.012
- Total ozone and surface UV trends in the United Kingdom: 1979–2008 A. Smedley et al. 10.1002/joc.2275
- Artificial Neural Network models for estimating daily solar global UV, PAR and broadband radiant fluxes in an eastern Mediterranean site C. Jacovides et al. 10.1016/j.atmosres.2013.11.004
- Spatiotemporal characteristics of ultraviolet radiation in recent 54 years from measurements and reconstructions over the Tibetan Plateau H. Liu et al. 10.1002/2015JD024378
- Factors affecting solar ultraviolet irradiance measured since 1990 at Thessaloniki, Greece C. Meleti et al. 10.1080/01431160902822864
- Environmental effects of ozone depletion and its interactions with climate change: progress report, 2009 10.1039/b923342n
- Clear sky UV simulations for the 21st century based on ozone and temperature projections from Chemistry-Climate Models K. Tourpali et al. 10.5194/acp-9-1165-2009
- Daily, seasonal, and annual characteristics of UV radiation and its influencing factors in Tõravere, Estonia, 2004–2016 M. Aun et al. 10.1007/s00704-019-02865-1
- Multi-annual changes of NO<sub>x</sub> emissions in megacity regions: nonlinear trend analysis of satellite measurement based estimates I. Konovalov et al. 10.5194/acp-10-8481-2010
- The PROMOTE UV Record: Toward a Global Satellite-Based Climatology of Surface Ultraviolet Irradiance A. Lindfors et al. 10.1109/JSTARS.2009.2030876
- Ozone depletion and climate change: impacts on UV radiation R. McKenzie et al. 10.1039/c0pp90034f
- Long‐term erythemal ultraviolet radiation in Novi Sad (Serbia) reconstructed by neural network modelling S. Malinovic‐Milicevic et al. 10.1002/joc.5499
- Modeling Horizontal Ultraviolet Irradiance for All Sky Conditions by Using Artificial Neural Networks and Regression Models M. Dieste-Velasco et al. 10.3390/app13031473
- Assessment of spectral UV radiation at Marambio Base, Antarctic Peninsula K. Čížková et al. 10.5194/acp-23-4617-2023
- Reconstructing of erythemal ultraviolet radiation levels in Europe for the past 4 decades P. den Outer et al. 10.1029/2009JD012827
- Ultraviolet radiation over China: Spatial distribution and trends H. Liu et al. 10.1016/j.rser.2017.03.102
- A 10 km daily-level ultraviolet-radiation-predicting dataset based on machine learning models in China from 2005 to 2020 Y. Jiang et al. 10.5194/essd-16-4655-2024
- Extensive reduction of surface UV radiation since 1750 in world's populated regions M. Kvalev&aring;g et al. 10.5194/acp-9-7737-2009
- Reconstruction of the erythemal UV radiation data in Novi Sad (Serbia) using the NEOPLANTA parametric model S. Malinovic-Milicevic et al. 10.1007/s00704-014-1223-y
- Aerosol optical depth retrievals at the Izaña Atmospheric Observatory from 1941 to 2013 by using artificial neural networks R. García et al. 10.5194/amt-9-53-2016
8 citations as recorded by crossref.
- Variation characteristics of ultraviolet radiation derived from measurement and reconstruction in Beijing, China B. Hu et al. 10.1111/j.1600-0889.2010.00452.x
- The role of cosmic and ionospheric disturbances in global climatic changes and pipeline corrosion S. Avakyan & N. Voronin 10.1134/S0001433811090027
- Ultraviolet radiation in the background region over Northeast China B. Hu & Y. Wang 10.1007/s10874-013-9269-2
- Measurement and estimation of ultraviolet radiation in Pearl River Delta, China W. Gong et al. 10.1016/j.jastp.2014.12.010
- The characteristics of ultraviolet radiation in arid and semi-arid regions of China B. Hu et al. 10.1007/s10874-011-9204-3
- Radio-optical and optical mechanisms of the influence of space factors on global climate warming S. Avakyan & N. Voronin 10.1364/JOT.77.000150
- Reconstructing of erythemal ultraviolet radiation levels in Europe for the past 4 decades P. den Outer et al. 10.1029/2009JD012827
- Variation characteristics of ultraviolet radiation over the north china plain B. Hu & Y. Wang 10.1007/s00376-013-2319-5
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