A revised empirical model to estimate solar radiation using automated surface weather observations

Solar Energy

Volumn 81, Issue 3, 2007, Pages 329-345

  Belcher, Brian N ^a   DeGaetano, Arthur T ^a  

^a Department of Molecular Biology and Genetics   (United States)

Author keywords

ASOS; Model; Solar radiation

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; WEATHER FORECASTING; WEATHER SATELLITES;

DIRECT SOLAR RADIATION; GLOBAL HORIZONTAL SOLAR RADIATION; MEAN ABSOLUTE ERRORS;

SOLAR RADIATION;

COMPUTER SIMULATION; MATHEMATICAL MODELS; SOLAR RADIATION; WEATHER FORECASTING; WEATHER SATELLITES;

CLIMATOLOGY; CLOUD; IN SITU MEASUREMENT; NUMERICAL MODEL; SATELLITE DATA; SOLAR RADIATION; WEATHER STATION;

EID: 33846578242     PISSN: 0038092X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.solener.2006.07.003     Document Type: Article

References (22)

1. Alexandersson H. A homogeneity test applied to precipitation data. J. Clim. 6 (1986) 661-675
2. Belcher B.N., and DeGaetano A.T. Integration of ASOS weather data into model-derived solar radiation. ASHRAE Trans. 111 (2005) 363-378
3. Davies J.A., and McKay D.C. Evaluation of selected models for estimating solar radiation on horizontal surfaces. Solar Energy 43 3 (1989) 153-168
4. DeGaetano, A.T., Eggleston, K.L., Knapp, W.W., 1993. Daily Solar Radiation Estimates for the Northeastern United States. Northeast Regional Climate Center Pub. No. RR 93-4, Ithaca, NY.
5. DeGaetano A.T., Eggleston K.L., and Knapp W.W. A comparison of solar radiation estimates for the northeastern United States using the Northeast Regional Climate Center and National Renewable Energy Laboratory models. Solar Energy 55 (1995) 185-194
6. Easterling D.R., and Peterson T.C. A new method for detecting undocumented discontinuities in climatological time series. Int. J. Climat. 15 (1995) 369-377
7. Gueymard C. Critical analysis and performance assessment of clear sky solar irradiance models using theoretical and measured data. Solar Energy 51 2 (1993) 121-138
8. Houghton H.G. On the annual heat balance of the Northern Hemisphere. J. Meteorol. 11 (1954) 1-9
9. Maxwell, E.L., 1993. Users Manual for Quality Assessment of Solar Radiation Data Using SERI-QC Software, NREL TP-463-5608. National Renewable Energy Laboratory.
10. Maxwell E.L. METSTAT - the solar radiation model used in the production of the NSRDB. Solar Energy 62 (1998) 263-279
11. Menzel W.P., Holt F.C., Schmit T.J., Aune R.M., Schreiner A.J., Wade G.S., and Gray D.G. Application of GOES-8/9 soundings to weather forecasting and nowcasting. Bull. Amer. Meteor. Soc. 79 (1998) 2059-2077
12. Meyers T.P., and Dale R.F. Predicting daily insolation with hourly cloud height and coverage. J. Clim. Appl. Meteorol. 22 (1983) 537-545
13. Myers, D.R., Wilcox, S., Marion, W., George, R., Anderberg, M., 2005. Broadband model performance for an updated national solar radiation database in the United States of America. In: Proceedings of ISES 2005 Solar World Congress, Orlando, FL.
14. NREL, 1992. User's Manual - National Solar Radiation Data Base (1961-1990), Version 1.0, National Climatic Data Center, Asheville, NC.
15. Perez, R., Bonaventura-Sparagna, J.A., Kmiecik, M., George, R., Renne, D., 2001. Cloud cover reporting bias at major airports. In: Proceedings of the American Solar Energy Society Annual Conference, 2001.
16. Perez R., Ineichen P., Moore K., Kmiecik M., Chain C., George R., and Vignola F. A new operational model for satellite-derived irradiances: Description and validation. Solar Energy 73 5 (2002) 307-317
17. Perreault L., Hache M., Slivitsky M., and Bobee B. Detection of changes in precipitation and runoff over eastern Canada and US using a Bayesian approach. Stochast. Environ. Res. Risk Assess. 13 (1999) 201-216
18. Petersen M.S., Lamb P.J., and Kunkel K.E. Implementation of a semi-physical model for examining solar radiation in the Midwest. J. Appl. Meteorol. 34 (1995) 1905-1914
19. Pinker R.T., Frouin R., and Li Z. A review of satellite methods to derive surface shortwave irradiance. Remote Sens. Environ. 51 (1995) 105-124
20. Rigollier C., Lefèvre M., and Wald L. The method Heliosat-2 for deriving shortwave solar radiation from satellite images. Solar Energy 77 2 (2004) 159-169
21. Winslow J.C., Hunt Jr. E.R., and Piper S.C. A globally applicable model of daily solar irradiance estimated from air temperature and precipitation data. Ecol. Model. 143 (2001) 227-243
22. Zhang Q.Y., Huang Y.J., and Lang S.W. Development of Typical Year Weather Data for Chinese Locations. ASHRAE Trans. 108 (2002) Part 2