Neural network for the estimation of UV erythemal irradiance using solar broadband irradiance
作者： I. Alados , M. A. Gomera , I. Foyo-Moreno , L. Alados-Arboledas
DOI: 10.1002/JOC.1496
关键词:
摘要: … radiative flux of ultraviolet radiation, UV. In this paper we present the development of an artificial neural network (ANN) model that can be used to estimate solar UV erythemal irradiance…
harvard.edu
researchgate.net 
sci-hub.se 参考文章(29)
J.C. van der Leun, M. Tevini, Environmental effects of ozone depletion: 1991 update Journal of Photochemistry and Photobiology B: Biology. ,vol. 13, pp. 187- 190 ,(1992) , 10.1016/1011-1344(92)85057-2
Laurene V. Fausett, Fundamentals of neural networks ,(1993)
B L Diffey, The consistency of studies of ultraviolet erythema in normal human skin Physics in Medicine and Biology. ,vol. 27, pp. 715- 720 ,(1982) , 10.1088/0031-9155/27/5/006
John E. Frederick, Anne E. Koob, Amy D. Alberts, Elizabeth C. Weatherhead, Empirical Studies of Tropospheric Transmission in the Ultraviolet: Broadband Measurements Journal of Applied Meteorology. ,vol. 32, pp. 1883- 1892 ,(1993) , 10.1175/1520-0450(1993)032<1883:ESOTTI>2.0.CO;2
C. Kuchinke, M. Nunez, Cloud Transmission Estimates of UV-B Erythemal Irradiance Theoretical and Applied Climatology. ,vol. 63, pp. 149- 161 ,(1999) , 10.1007/S007040050100
M. Blumthaler, W. Ambach, M. Salzgeber, Effects of cloudiness on global and diffuse UV irradiance in a high-mountain area Theoretical and Applied Climatology. ,vol. 50, pp. 23- 30 ,(1994) , 10.1007/BF00864899
Stephan Thiel, Karl Steiner, Harald K. Seidlitz, Modification of Global Erythemally Effective Irradiance by Clouds Photochemistry and Photobiology. ,vol. 65, pp. 969- 973 ,(1997) , 10.1111/J.1751-1097.1997.TB07956.X
J. S. Schafer, V. K. Saxena, B. N. Wenny, W. Barnard, J. J. De Luisi, Observed influence of clouds on ultraviolet-B radiation Geophysical Research Letters. ,vol. 23, pp. 2625- 2628 ,(1996) , 10.1029/96GL01984
J. Sabburg, J. Wong, Evaluation of a sky/cloud formula for estimating UV-B irradiance under cloudy skies Journal of Geophysical Research. ,vol. 105, pp. 29685- 29691 ,(2000) , 10.1029/2000JD900530
W. Josefsson, T. Landelius, Effect of clouds on UV irradiance: As estimated from cloud amount, cloud type, precipitation, global radiation and sunshine duration Journal of Geophysical Research: Atmospheres. ,vol. 105, pp. 4927- 4935 ,(2000) , 10.1029/1999JD900255