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Volumn 27, Issue 13, 2007, Pages 1791-1799

Neural network for the estimation of UV erythemal irradiance using solar broadband irradiance

Author keywords

Artificial neural network; Multi layer perceptron network; Ozone depletion; Ultraviolet irradiance; UVI index

Indexed keywords

CLOUDS; MULTILAYER NEURAL NETWORKS; RADIATIVE TRANSFER; ULTRAVIOLET RADIATION;

EID: 36248997731     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.1496     Document Type: Article
Times cited : (25)

References (35)
  • 5
    • 0001958964 scopus 로고
    • Effects of cloudiness on global and diffuse UV irradiance in a high-mountain area
    • Blumthaler M, Ambach W, Salzgeber M. 1994. Effects of cloudiness on global and diffuse UV irradiance in a high-mountain area. Theoretical and Applied Climatology 50: 68-74.
    • (1994) Theoretical and Applied Climatology , vol.50 , pp. 68-74
    • Blumthaler, M.1    Ambach, W.2    Salzgeber, M.3
  • 6
    • 0030019243 scopus 로고    scopus 로고
    • Attenuation of erythemal effective irradiance by cloudiness at low and high altitude in the alpine region
    • Blumthaler M, Ambach W, Cede A, Staehelin J. 1996. Attenuation of erythemal effective irradiance by cloudiness at low and high altitude in the alpine region. Photochemistry and Photobiology 63: 193-196.
    • (1996) Photochemistry and Photobiology , vol.63 , pp. 193-196
    • Blumthaler, M.1    Ambach, W.2    Cede, A.3    Staehelin, J.4
  • 7
    • 62849119531 scopus 로고
    • International Lighting Vocabulary
    • CIE, 4th ed, 379 pp
    • CIE. 1987. International Lighting Vocabulary, 4th ed., Comission Internationale de L'Eclariage, 379 pp.
    • (1987) Comission Internationale de L'Eclariage
  • 8
    • 0020054078 scopus 로고
    • The consistency of studies of ultraviolet erythema in normal human skin
    • Diffey BL. 1982. The consistency of studies of ultraviolet erythema in normal human skin. Physics in Medicine and Biology 27: 715-720.
    • (1982) Physics in Medicine and Biology , vol.27 , pp. 715-720
    • Diffey, B.L.1
  • 9
    • 0025964183 scopus 로고
    • Solar ultraviolet effects on biological systems
    • Diffey BL. 1991. Solar ultraviolet effects on biological systems. Physics in Medicine and Biology 36: 299-328.
    • (1991) Physics in Medicine and Biology , vol.36 , pp. 299-328
    • Diffey, B.L.1
  • 11
    • 0032453847 scopus 로고    scopus 로고
    • Ground based ultraviolet (290-385 nm) and broadband solar radiation measurements in south-eastern Spain
    • Foyo-Moreno I, Vida J, Alados-Arboledas L. 1998. Ground based ultraviolet (290-385 nm) and broadband solar radiation measurements in south-eastern Spain. International Journal of Climatology 18: 1389-1400.
    • (1998) International Journal of Climatology , vol.18 , pp. 1389-1400
    • Foyo-Moreno, I.1    Vida, J.2    Alados-Arboledas, L.3
  • 14
    • 0000228698 scopus 로고
    • Tropospheric influence on solar ultraviolet radiation: The role of clouds
    • Frederick JE, Snell HE. 1990. Tropospheric influence on solar ultraviolet radiation: the role of clouds. Journal of Climatology 3: 373-381.
    • (1990) Journal of Climatology , vol.3 , pp. 373-381
    • Frederick, J.E.1    Snell, H.E.2
  • 16
    • 0033853587 scopus 로고    scopus 로고
    • Estimation of ultraviolet-irradiance under variable cloud conditions
    • Grant RH, Heisler GM. 2000. Estimation of ultraviolet-irradiance under variable cloud conditions. Journal of Applied Meteorology 39: 904-916.
    • (2000) Journal of Applied Meteorology , vol.39 , pp. 904-916
    • Grant, R.H.1    Heisler, G.M.2
  • 17
    • 0004063090 scopus 로고
    • MacMillan College Publishing Company: New York
    • Haykin S. 1994. Neural Networks. MacMillan College Publishing Company: New York.
    • (1994) Neural Networks
    • Haykin, S.1
  • 18
    • 0023470006 scopus 로고
    • Effects of cloudiness on solar ultraviolet radiation reaching the surface
    • Ilyas M. 1987. Effects of cloudiness on solar ultraviolet radiation reaching the surface. Atmospheric Environment 21: 1483-1484.
    • (1987) Atmospheric Environment , vol.21 , pp. 1483-1484
    • Ilyas, M.1
  • 19
    • 0033793455 scopus 로고    scopus 로고
    • Effect of clouds on UV irradiance: As estimated from cloud amount, cloud type, precipitation, global radiation and sunshine duration
    • Josefsson W, Landelius T. 2000. Effect of clouds on UV irradiance: as estimated from cloud amount, cloud type, precipitation, global radiation and sunshine duration. Journal of Geophysical Research 105: 4927-4935.
    • (2000) Journal of Geophysical Research , vol.105 , pp. 4927-4935
    • Josefsson, W.1    Landelius, T.2
  • 20
    • 0034963531 scopus 로고    scopus 로고
    • Artificial neural networks in renewable energy systems applications: A review
    • Kalogirou SA. 2001. Artificial neural networks in renewable energy systems applications: a review. Renewable & Sustainable Energy Reviews 5: 373-401.
    • (2001) Renewable & Sustainable Energy Reviews , vol.5 , pp. 373-401
    • Kalogirou, S.A.1
  • 21
    • 0032731864 scopus 로고    scopus 로고
    • Cloud transmission estimates of UV-B erythemal irradiance
    • Kuchinke C, Nunez N. 1999. Cloud transmission estimates of UV-B erythemal irradiance. Theoretical and Applied Climatology 63: 149-161.
    • (1999) Theoretical and Applied Climatology , vol.63 , pp. 149-161
    • Kuchinke, C.1    Nunez, N.2
  • 25
    • 0008994587 scopus 로고
    • A reference spectrum for ultraviolet induced erythema in human skin
    • McKinlay AF, Diffey L. 1987. A reference spectrum for ultraviolet induced erythema in human skin. CIE Journal 6: 17-22.
    • (1987) CIE Journal , vol.6 , pp. 17-22
    • McKinlay, A.F.1    Diffey, L.2
  • 28
    • 0034451328 scopus 로고    scopus 로고
    • Evaluation of a sky/cloud formula for estimating UV-B irradiance under cloudy conditions
    • Sabburg J, Wong J. 2000. Evaluation of a sky/cloud formula for estimating UV-B irradiance under cloudy conditions. Journal of Geophysical Research 105: 29.685-29.691.
    • (2000) Journal of Geophysical Research , vol.105
    • Sabburg, J.1    Wong, J.2
  • 31
    • 0031154818 scopus 로고    scopus 로고
    • Modification of global erythematly effective irradiance by clouds
    • Thiel S, Steiner K, Seidltz HK. 1997. Modification of global erythematly effective irradiance by clouds. Photochemistry and Photobiology 65: 969-973.
    • (1997) Photochemistry and Photobiology , vol.65 , pp. 969-973
    • Thiel, S.1    Steiner, K.2    Seidltz, H.K.3
  • 32
    • 0004065930 scopus 로고    scopus 로고
    • Van der Leun JC, Tevini M, Worrest M eds, United Nations Environmental Programme: Nairobi
    • Van der Leun JC, Tevini M, Worrest M (eds). 1991. Environmental Effects of Ozone Depletion: 1991 Update. United Nations Environmental Programme: Nairobi.
    • (1991) Environmental Effects of Ozone Depletion: 1991 Update
  • 33
    • 0004065930 scopus 로고    scopus 로고
    • Van der Leun JC, Tevini M, Worrest M eds, United Nations Environmental Programme: Nairobi
    • Van der Leun JC, Tevini M, Worrest M (eds). 1994. Environmental. Effects of Ozone Depletion: 1994 Update. United Nations Environmental Programme: Nairobi.
    • (1994) Environmental. Effects of Ozone Depletion: 1994 Update
  • 34
    • 0004065930 scopus 로고    scopus 로고
    • Van der Leun JC, Tevini M, Worrest M eds, United Nations Environmental Programme: Nairobi
    • Van der Leun JC, Tevini M, Worrest M (eds). 1998. Environmental Effects of Ozone Depletion: 1998 Update. United Nations Environmental Programme: Nairobi.
    • (1998) Environmental Effects of Ozone Depletion: 1998 Update
  • 35
    • 0003594276 scopus 로고    scopus 로고
    • Scientific assessment of ozone depletion: 1998
    • WMO, Report No. 44. Global Ozone Research and Monitoring Project, Geneva, Switzerland
    • WMO. 1998. Scientific assessment of ozone depletion: 1998. Report No. 44. Global Ozone Research and Monitoring Project, Geneva, Switzerland.
    • (1998)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.