Simulation and Regionalization of Daily Global Solar Radiation: A Case Study in Quebec, Canada

References

• Abraha, M. G., & Savage, M. G. (2008). Comparison of estimates of daily solar radiation from air tempreature range for application in crop simulations. Agricultural and Forest Meteorology, 148, 401–416. doi:10.1016/j.agrformet.2007.10.001
   Web of Science ®Google Scholar
• Behrang, M. A., Assareh, E., Noghrehabadi, A. R., & Ghanbarzadeh, A. (2011). New sunshine-based models for predicting global solar radiation using PSO (particle swarm optimization) technique. Energy, 36(5), 3036–3049. doi:10.1016/j.energy.2011.02.048
   Web of Science ®Google Scholar
• Bélanger, C., Huard, D., Gratton, Y., Jeong, D. I., St-Hilaire, A., Auclair, J. C., & Laurion, I. (2013). Impacts des changements climatiques sur l'habitat des salmonidés dans les lacs nordiques du Québec. Rapport INRS – Eau, Terre, Environnement pour Ouranos. Québec, Canada: INRS-ETE.
   Google Scholar
• Benghanem, M., Mellit, A., & Alamri, S. N. (2009). ANN-based modelling and estimation of daily global solar radiation data: A case study. Energy Conversion and Management, 50(7), 1644–1655. doi:10.1016/j.enconman.2009.03.035
   Web of Science ®Google Scholar
• Bristow, K. L., & Campbell, G. S. (1984). On the relationship between incoming solar radiation and daily maximum and minimum temperature. Agricultural and Forest Meteorology, 31, 159–166. doi:10.1016/0168-1923(84)90017-0
   Web of Science ®Google Scholar
• Cutforth, H. W., & Judiesch, D. (2007). Long-term changes to incoming solar energy on the Canadian Prairie. Agricultural and Forest Meteorology, 145(3–4), 167–175. doi:10.1016/j.agrformet.2007.04.011
   Web of Science ®Google Scholar
• De Jong, R., & Stewart, D. W. (1993). Estimating global solar radiation from common meteorological observations in western Canada. Canadian Journal of Plant Science, 73(2), 509–518. doi: 10.4141/cjps93-068
   Web of Science ®Google Scholar
• De La Casiniere, A., Bokoye, A. I., & Cabot, T. (1997). Direct solar spectral irradiance measurements and updated simple transmittance models. Journal of Applied Meteorology, 36(5), 509–520. doi: 10.1175/1520-0450(1997)036<0509:DSSIMA>2.0.CO;2
   Google Scholar
• Ertekin, C., & Evrendilek, F. (2007). Spatio-temporal modeling of global solar radiation dynamics as a function of sunshine duration for Turkey. Agricultural and Forest Meteorology, 145, 36–47. doi:10.1016/j.agrformet.2007.04.004
   Web of Science ®Google Scholar
• Fletcher, D., & Goss, E. (1993). Forecasting with neural networks: An application using bankruptcy data. Information and Management, 24, 159–167. doi:10.1016/0378-7206(93)90064-Z
   Web of Science ®Google Scholar
• Fortin, J. G., Anctil, F., Parent, L. E., & Bolinder, M. A. (2008). Comparison of empirical daily surface incoming solar radiation models. Agricultural and Forest Meteorology, 148(8–9), 1332–1340. doi:10.1016/j.agrformet.2008.03.012
   Web of Science ®Google Scholar
• Goovaerts, P. (1997). Geostatistics for natural resources evaluation. New York, USA: Oxford University Press.
   Google Scholar
• Gueymard, C. (1989). A two-band model for the calculation of clear sky solar irradiance, illuminance and photosynthetically active radiation at the earth's surface. Solar Energy, 43, 253–265. doi:10.1016/0038-092X(89)90113-8
   Web of Science ®Google Scholar
• Gul, M. S., Muneer, T., & Kambezidis, H. D. (1998). Models for obtaining solar radiation from other meteorological data. Solar Energy, 64(1), 99–108. doi:10.1016/S0038-092X(98)00048-6
   Web of Science ®Google Scholar
• Hargreaves, G. H., & Samani, Z. A. (1982). Estimating potential evapotranspiration. Journal of Irrigation and Drainage Engineering, 108, 225–230.
   Web of Science ®Google Scholar
• Haykin, S. (1994). Neural networks. New York, USA: MacMillan College Publishing Company.
   Google Scholar
• Hopkinson, R. F., McKenney, D. W., Milewska, E. J., Hutchinson, M. F., Papadopol, P., & Vincent, L. A. (2011). Impact of aligning climatological day on gridding daily maximum-minimum temperature and precipitation over Canada. Journal of Applied Meteorology and Climatology, 50(8), 1654–1665. doi:10.1175/2011JAMC2684.1
   Web of Science ®Google Scholar
• Hunt, L. A., Kuchar, L., & Swanton, C. J. (1998). Estimation of solar radiation for use in crop modelling. Agricultural and Forest Meteorology, 91, 293–300. doi:10.1016/S0168-1923(98)00055-0
   Web of Science ®Google Scholar
• Hussain, M., Rahman, L., & Rahman, M. R. (1999). Techniques to obtain improved predictions of global radiation from sunshine duration. Renewable Energy, 18(2), 263–275. doi:10.1016/S0960-1481(98)00772-1
   Web of Science ®Google Scholar
• Isaaks, E. H., & Srivastava, R. M. (1989). An introduction to applied geostatistics. New York, USA: Oxford University Press.
   Google Scholar
• Jackson, L. S., & Forster, P. M. (2010). An empirical study of geographic and seasonal variations in diurnal temperature range. Journal of Climate, 23(12), 3205–3221. doi:10.1175/2010JCLI3215.1
   Web of Science ®Google Scholar
• Jeong, D. I., Sushama, L., Diro, G. T., Khaliq, M. N., Beltrami, H., & Caya, D. (2015). Projected changes to high temperature events for Canada based on a regional climate model ensemble. Climate Dynamics, Advance online publication. doi:10.1007/s00382-015-2759-y
   Google Scholar
• Jiang, Y. (2008). Prediction of monthly mean daily diffuse solar radiation using artificial neural networks and comparison with other empirical models. Energy Policy, 36(10), 3833–3837. doi:10.1016/j.enpol.2008.06.030
   Web of Science ®Google Scholar
• Leckner, D. (1978). The spectral distribution of solar radiation at the earth's surface-elements of a model. Solar Energy, 20, 143–150. doi:10.1016/0038-092X(78)90187-1
   Web of Science ®Google Scholar
• Liu, X., Mei, X., Li, Y., Wang, Q., Jensen, J. R., Zhang, Y., & Porter, J. R. (2009). Evaluation of temperature-based global solar radiation models in China. Agricultural and Forest Meteorology, 149, 1433–1446. doi:10.1016/j.agrformet.2009.03.012
   Web of Science ®Google Scholar
• Mahmood, R., & Hubbard, K. G. (2002). Effect of time of temperature observation and estimation of daily solar radiation for the northern Great Plains, USA. Agronomy Journal, 94(4), 723–733. doi:10.2134/agronj2002.7230
   Web of Science ®Google Scholar
• Miller, D. G., Rivington, M., Matthews, K. B., Buchan, K., & Bellocchi, G. (2008). Testing the spatial applicability of the Johnson-Woodward method for estimationg solar radiation from sunshine duration data. Agricultural and Forest Meteorology, 148, 466–480. doi:10.1016/j.agrformet.2007.10.008
   Web of Science ®Google Scholar
• Mubiru, J., & Banda, E. J. K. B. (2008). Estimation of monthly average daily global solar irradiation using artificial neural networks. Solar Energy, 82(2), 181–187. doi:10.1016/j.solener.2007.06.003
   Web of Science ®Google Scholar
• Nimnuan, P., & Janjai, S. (2012). An approach for estimating average daily global solar radiation from cloud cover in Thailand. Procedia Engineering, 32, 399–406. doi:10.1016/j.proeng.2012.01.1285
   Google Scholar
• Podestá, G. P., Núñez, L., Villanueva, C. A., & Skansi M. A. (2004). Estimating daily solar radiation in the Argentine Pampas. Agricultural and Forest Meteorology, 123, 41–53. doi:10.1016/j.agrformet.2003.11.002
   Web of Science ®Google Scholar
• Rivington, M., Bellocchi, G., Matthews, K. B., & Buchan, K. (2005). Evaluation of three model estimations of solar radiation at 24 UK stations. Agricultural and Forest Meteorology, 132, 228–243. doi:10.1016/j.agrformet.2005.07.013
   Web of Science ®Google Scholar
• Sellers, W. K. (1965). Physical climatology. Chicago: University of Chicago Press.
   Google Scholar
• Trnka, M., Žalud, Z., Eitzinger, J., & Dubrovský, M. (2005). Global solar radiation in Central European lowlands estimated by various emprical formulae. Agricultural and Forest Meteorology, 131, 54–76. doi:10.1016/j.agrformet.2005.05.002
   Web of Science ®Google Scholar
• Tymvios, F. S., Jacovides, C. P., Michaelides, S. C., & Scouteli, C. (2005). Comparative study of Ångström's and artificial neural networks’ methodologies in estimating global solar radiation. Solar Energy, 78(6), 752–762. doi:10.1016/j.solener.2004.09.007
   Web of Science ®Google Scholar
• Weiss, A., & Hays, C. (2004). Simulation of daily solar irradiance. Agricultural and Forest Meteorology, 123, 187–199. doi:10.1016/j.agrformet.2003.12.002
   Web of Science ®Google Scholar