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Volumn 148, Issue 8-9, 2008, Pages 1332-1340

Comparison of empirical daily surface incoming solar radiation models

Author keywords

Crop growth models; Empirical models; Global solar radiation; Mesonet; Neural networks

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPARATIVE STUDY; DIURNAL VARIATION; ENVIRONMENTAL MODELING; SOLAR RADIATION;

EID: 44749094126     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2008.03.012     Document Type: Article
Times cited : (49)

References (38)
  • 1
    • 0032075864 scopus 로고    scopus 로고
    • An ANN approach for predicting global radiation in locations with no direct measurement instrumentation
    • Al-Alawi S.M., and Al-Hinai H.A. An ANN approach for predicting global radiation in locations with no direct measurement instrumentation. Renew. Energy 14 (1998) 199-204
    • (1998) Renew. Energy , vol.14 , pp. 199-204
    • Al-Alawi, S.M.1    Al-Hinai, H.A.2
  • 2
    • 44749093135 scopus 로고    scopus 로고
    • Allen, R.G., Pereira, L.S., Raes, D., Smith, M., 1998. Crop evapotranspiration - guidelines for computing crop water requirements - FAO irrigation and drainage paper 56. Food and Agriculture Organization of the United Nations, Rome.
    • Allen, R.G., Pereira, L.S., Raes, D., Smith, M., 1998. Crop evapotranspiration - guidelines for computing crop water requirements - FAO irrigation and drainage paper 56. Food and Agriculture Organization of the United Nations, Rome.
  • 3
    • 1442291183 scopus 로고    scopus 로고
    • Wavelet analysis of the interannual variability in Southern Québec streamflow
    • Anctil F., and Coulibaly P. Wavelet analysis of the interannual variability in Southern Québec streamflow. J. Climate 17 1 (2004) 163-173
    • (2004) J. Climate , vol.17 , Issue.1 , pp. 163-173
    • Anctil, F.1    Coulibaly, P.2
  • 4
    • 14344261493 scopus 로고    scopus 로고
    • Generalisation for neural networks through data sampling and training procedures, with applications to streamflow predictions
    • Anctil F., and Lauzon N. Generalisation for neural networks through data sampling and training procedures, with applications to streamflow predictions. Hydrol. Earth Syst. Sci. 8 5 (2004) 940-958
    • (2004) Hydrol. Earth Syst. Sci. , vol.8 , Issue.5 , pp. 940-958
    • Anctil, F.1    Lauzon, N.2
  • 5
    • 0026270820 scopus 로고
    • Estimating daily global radiation from air temperature and rainfall measurements
    • Bindi M., and Miglietta F. Estimating daily global radiation from air temperature and rainfall measurements. Climate Res. 1 (1991) 117-124
    • (1991) Climate Res. , vol.1 , pp. 117-124
    • Bindi, M.1    Miglietta, F.2
  • 6
    • 0022848087 scopus 로고
    • Simple solar spectral model for direct and diffuse irradiance on horizontal and titled planes at the earth's surface for cloudless atmospheres
    • Bird R.E., and Riordan C. Simple solar spectral model for direct and diffuse irradiance on horizontal and titled planes at the earth's surface for cloudless atmospheres. J. Climate Appl. Meteorol. 25 (1986) 87-97
    • (1986) J. Climate Appl. Meteorol. , vol.25 , pp. 87-97
    • Bird, R.E.1    Riordan, C.2
  • 7
    • 33646577463 scopus 로고    scopus 로고
    • Development and evaluation of neural network models to estimate daily solar radiation at Cordoba, Argentina
    • Bocco M., Ovando G., and Sayazo S. Development and evaluation of neural network models to estimate daily solar radiation at Cordoba, Argentina. Pesquisa Agropecuaria Brasileira 41 2 (2006) 179-184
    • (2006) Pesquisa Agropecuaria Brasileira , vol.41 , Issue.2 , pp. 179-184
    • Bocco, M.1    Ovando, G.2    Sayazo, S.3
  • 8
    • 48549111629 scopus 로고
    • On the relationship between incoming solar radiation and daily maximum and minimum temperature
    • Bristow K.L., and Campbell G.S. On the relationship between incoming solar radiation and daily maximum and minimum temperature. Agric. Forest Meteorol. 31 (1984) 159-166
    • (1984) Agric. Forest Meteorol. , vol.31 , pp. 159-166
    • Bristow, K.L.1    Campbell, G.S.2
  • 9
    • 0019661324 scopus 로고
    • Solar radiation prediction from other climate variables
    • Cengiz H.S., Gregory J.M., and Seabaugh J.L. Solar radiation prediction from other climate variables. Trans. ASAE 24 (1981) 1269-1272
    • (1981) Trans. ASAE , vol.24 , pp. 1269-1272
    • Cengiz, H.S.1    Gregory, J.M.2    Seabaugh, J.L.3
  • 10
    • 0034621379 scopus 로고    scopus 로고
    • Daily reservoir inflow forecasting using artificial neural networks with stopped training approach
    • Coulibaly P., Anctil F., and Bobée B. Daily reservoir inflow forecasting using artificial neural networks with stopped training approach. J. Hydrol. 230 (2000) 244-257
    • (2000) J. Hydrol. , vol.230 , pp. 244-257
    • Coulibaly, P.1    Anctil, F.2    Bobée, B.3
  • 11
    • 0024861871 scopus 로고
    • Approximation by superposition of a sigmoidal function
    • Cybenko G. Approximation by superposition of a sigmoidal function. Math. Control Signals Syst. 2 (1989) 303-314
    • (1989) Math. Control Signals Syst. , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 12
    • 0027883750 scopus 로고
    • Estimating global solar radiation from common meteorological observations in western Canada
    • De Jong R., and Stewart D.W. Estimating global solar radiation from common meteorological observations in western Canada. Can. J. Plant Sci. 73 (1993) 509-518
    • (1993) Can. J. Plant Sci. , vol.73 , pp. 509-518
    • De Jong, R.1    Stewart, D.W.2
  • 13
    • 0000241306 scopus 로고    scopus 로고
    • A simple model to estimate global solar radiation
    • Nitra, Slovak Republic, June 28-July 2, 1998, The Slovak Agric. Univ., Nitra, Slovak Republic
    • Donatelli M., and Campbell G.S. A simple model to estimate global solar radiation. Proceedings of the Fifth ESA Congress. Nitra, Slovak Republic, June 28-July 2, 1998 (1998), The Slovak Agric. Univ., Nitra, Slovak Republic 133-134
    • (1998) Proceedings of the Fifth ESA Congress , pp. 133-134
    • Donatelli, M.1    Campbell, G.S.2
  • 14
    • 0000685536 scopus 로고    scopus 로고
    • Estimates of daily global solar radiation: new developments in the software RadEst3.00
    • Florence, Italy, July 16-18, 2001, Inst. for Biometeorology, CNR, Florence, Italy
    • Donatelli M., and Bellocchi G. Estimates of daily global solar radiation: new developments in the software RadEst3.00. Proceedings of the 2nd International Symposium Modelling Cropping Systems. Florence, Italy, July 16-18, 2001 (2001), Inst. for Biometeorology, CNR, Florence, Italy 213-214
    • (2001) Proceedings of the 2nd International Symposium Modelling Cropping Systems , pp. 213-214
    • Donatelli, M.1    Bellocchi, G.2
  • 15
    • 0036525799 scopus 로고    scopus 로고
    • Solar radiation estimation using artificial neural networks
    • Dorvlo A., Jervase J., and Al-Lawati A. Solar radiation estimation using artificial neural networks. Appl. Energy 71 (2002) 307-319
    • (2002) Appl. Energy , vol.71 , pp. 307-319
    • Dorvlo, A.1    Jervase, J.2    Al-Lawati, A.3
  • 16
    • 0024905234 scopus 로고
    • A two-band model for the calculation of clear sky solar irradiance, illuminance and photosynthetically active radiation at the earths surface
    • Gueymard C. A two-band model for the calculation of clear sky solar irradiance, illuminance and photosynthetically active radiation at the earths surface. Solar Energy 43 (1989) 253-265
    • (1989) Solar Energy , vol.43 , pp. 253-265
    • Gueymard, C.1
  • 17
    • 0033903692 scopus 로고    scopus 로고
    • Prediction and performance assessment of mean hourly global radiation
    • Gueymard C. Prediction and performance assessment of mean hourly global radiation. Solar Energy 68 (2000) 285-303
    • (2000) Solar Energy , vol.68 , pp. 285-303
    • Gueymard, C.1
  • 18
  • 19
    • 0004063090 scopus 로고
    • MacMillan College Publishing Company
    • Haykin S. Neural Networks (1994), MacMillan College Publishing Company
    • (1994) Neural Networks
    • Haykin, S.1
  • 20
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K., Stinchcombe M., and White H. Multilayer feedforward networks are universal approximators. Neural Networks 2 5 (1989) 359-366
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 21
    • 0033100606 scopus 로고    scopus 로고
    • A method to determine the required number of neural-network training repetitions
    • Iyer M.S., and Rhinehart R.R. A method to determine the required number of neural-network training repetitions. IEEE Trans. Neural Networks 10 2 (1999) 427-432
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.2 , pp. 427-432
    • Iyer, M.S.1    Rhinehart, R.R.2
  • 22
    • 44749088300 scopus 로고    scopus 로고
    • Klerfors, D., 1998. Artificial neural networks. Project MISB-420-0. Saint Louis University.
    • Klerfors, D., 1998. Artificial neural networks. Project MISB-420-0. Saint Louis University.
  • 23
    • 0031444081 scopus 로고    scopus 로고
    • Direct solar spectral irradiance measurements and updated simple transmittance models
    • La Casiniere A., De Bokoye A.I., and Cabot T. Direct solar spectral irradiance measurements and updated simple transmittance models. J. Appl. Meteorol. 36 (1997) 509-520
    • (1997) J. Appl. Meteorol. , vol.36 , pp. 509-520
    • La Casiniere, A.1    De Bokoye, A.I.2    Cabot, T.3
  • 24
    • 0032251894 scopus 로고    scopus 로고
    • Convergence properties of the Nelder-Mead simplex method in low dimensions
    • Lagarias J.C., Reeds J.A., Wright M.H., and Wright P.E. Convergence properties of the Nelder-Mead simplex method in low dimensions. SIAM J. Opt. 9 1 (1998) 112-147
    • (1998) SIAM J. Opt. , vol.9 , Issue.1 , pp. 112-147
    • Lagarias, J.C.1    Reeds, J.A.2    Wright, M.H.3    Wright, P.E.4
  • 25
    • 0017921240 scopus 로고
    • The spectral distribution of solar radiation at the earths surface-elements of a model
    • Leckner B. The spectral distribution of solar radiation at the earths surface-elements of a model. Solar Energy 20 (1978) 143-150
    • (1978) Solar Energy , vol.20 , pp. 143-150
    • Leckner, B.1
  • 26
    • 33845979156 scopus 로고    scopus 로고
    • Using reduced data sets ISCCP-B2 from the Meteosat satellites to assess surface solar irradiance
    • Lefèvre M., Diabaté L., and Wald L. Using reduced data sets ISCCP-B2 from the Meteosat satellites to assess surface solar irradiance. Solar Energy 81 (2007) 240-253
    • (2007) Solar Energy , vol.81 , pp. 240-253
    • Lefèvre, M.1    Diabaté, L.2    Wald, L.3
  • 27
    • 0035814586 scopus 로고    scopus 로고
    • Estimation of solar radiation in Australia from rainfall and temperature observations
    • Liu D.L., and Scott B.J. Estimation of solar radiation in Australia from rainfall and temperature observations. Agric. Forest Meteorol. 106 (2001) 41-59
    • (2001) Agric. Forest Meteorol. , vol.106 , pp. 41-59
    • Liu, D.L.1    Scott, B.J.2
  • 28
    • 0035912285 scopus 로고    scopus 로고
    • Estimation of hourly global photosynthetically active radiation using artificial neural network models
    • Lopez G., Rubio M.A., Martinez M., and Batlles F.J. Estimation of hourly global photosynthetically active radiation using artificial neural network models. Agric. Forest Meteorol. 107 (2001) 279-291
    • (2001) Agric. Forest Meteorol. , vol.107 , pp. 279-291
    • Lopez, G.1    Rubio, M.A.2    Martinez, M.3    Batlles, F.J.4
  • 29
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay D.J.C. Bayesian interpolation. Neural Comput. 4 (1992) 415-447
    • (1992) Neural Comput. , vol.4 , pp. 415-447
    • MacKay, D.J.C.1
  • 30
    • 0036320560 scopus 로고    scopus 로고
    • Effect of time of temperature observation and estimation of daily solar radiation for the Northern Great Plains, USA
    • Mahmood R., and Hubbard K.G. Effect of time of temperature observation and estimation of daily solar radiation for the Northern Great Plains, USA. Agron. J. 94 4 (2002) 723-733
    • (2002) Agron. J. , vol.94 , Issue.4 , pp. 723-733
    • Mahmood, R.1    Hubbard, K.G.2
  • 31
    • 0025661326 scopus 로고
    • Prediction of solar radiation from rain day information using regionally stable coefficients
    • McCaskill M.R. Prediction of solar radiation from rain day information using regionally stable coefficients. Agric. Forest Meteorol. 51 (1990) 247-255
    • (1990) Agric. Forest Meteorol. , vol.51 , pp. 247-255
    • McCaskill, M.R.1
  • 32
    • 0032073494 scopus 로고    scopus 로고
    • Estimation of global solar radiation using artificial neural networks
    • Mohandes M., Rehman S., and Halawani T.O. Estimation of global solar radiation using artificial neural networks. Renew. Energy 14 (1998) 179-184
    • (1998) Renew. Energy , vol.14 , pp. 179-184
    • Mohandes, M.1    Rehman, S.2    Halawani, T.O.3
  • 33
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part I. A discussion of principles
    • Nash J.E., and Sutcliffe J.V. River flow forecasting through conceptual models. Part I. A discussion of principles. J. Hydrol. 10 (1970) 282-290
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 35
    • 0033536914 scopus 로고    scopus 로고
    • Modification of the probability-distributed interacting storage capacity model
    • Senbeta D.A., Shamseldin A.Y., and O'Connor K.M. Modification of the probability-distributed interacting storage capacity model. J. Hydrol. 224 (1999) 149-168
    • (1999) J. Hydrol. , vol.224 , pp. 149-168
    • Senbeta, D.A.1    Shamseldin, A.Y.2    O'Connor, K.M.3
  • 36
    • 17644393194 scopus 로고    scopus 로고
    • Comparative study of Angstroms and artificial neural networks methodologies in estimating global solar radiation
    • Tymvios F.S., Jacovide C.P., Michaelides S.C., and Scouteli C. Comparative study of Angstroms and artificial neural networks methodologies in estimating global solar radiation. Solar Energy 78 (2005) 752-762
    • (2005) Solar Energy , vol.78 , pp. 752-762
    • Tymvios, F.S.1    Jacovide, C.P.2    Michaelides, S.C.3    Scouteli, C.4
  • 37
    • 44749093499 scopus 로고    scopus 로고
    • U.S. Naval Observatory, 1946. Tables of sunrise, sunset and twilight. Supplement to the American ephemeris, 1945. U.S. Naval Observatory, Washington, DC.
    • U.S. Naval Observatory, 1946. Tables of sunrise, sunset and twilight. Supplement to the American ephemeris, 1945. U.S. Naval Observatory, Washington, DC.
  • 38
    • 0033928190 scopus 로고    scopus 로고
    • Interpolation of daily global solar radiation with thin plate smoothing splines
    • Xia Y., Winterhalter M., and Fabian P. Interpolation of daily global solar radiation with thin plate smoothing splines. Theor. Appl. Climatol. 66 (2000) 109-115
    • (2000) Theor. Appl. Climatol. , vol.66 , pp. 109-115
    • Xia, Y.1    Winterhalter, M.2    Fabian, P.3


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