The Estimation of Solar Radiation for Different Time Periods

References

• Becker , F. and Li , Z. L. 1990 . Towards a local split window method over land surface . Intl. J. Remote Sensing , 11 : 369 – 393 .
   Web of Science ®Google Scholar
• Bishop , C. 1995 . Neural Networks for Pattern Recognition. Oxford : University Press. .
   Google Scholar
• Çam , E. , Arcaklioğlu , E. , Çavusoğlu , A. and Akbiyik , B. A. 2005 . Classification mechanism for determining average wind speed and power in several regions of Turkey using artificial neural networks . Renew. Energy , 30 : 227 – 239 .
   Web of Science ®Google Scholar
• Caselles , V. , Coll , C. and Valor , E. 1997 . Land surface emissivity and temperature determination in the whole Hapex-Sahel area from AVHRR data . Intl. J. Remote Sensing , 18 : 1009 – 1027 .
   Web of Science ®Google Scholar
• Chrysoulakis , N. and Cartalis , C. 2002 . Improving the estimation of land surface temperature for the region of Greece: Adjustment of a split window algorithm to account for the distribution of precipitable water . Intl. J. Remote Sensing , 23 : 871 – 880 .
   Web of Science ®Google Scholar
• Dinçer , I. , Dilmaç , Ş. , Ture , I. E. and Edin , M. 1996 . A simple technique for estimating solar radiation parameters and its application for Gebze . Energy Convers. Mgmt. , 37 : 183 – 198 .
   Web of Science ®Google Scholar
• Franca , G. B. and Cracknell , A. P. 1994 . Retrieval of land and sea surface temperature using NOAA-11 AVHRR data in north-eastern Brazil . Intl. J. Remote Sensing , 15 : 1695 – 1712 .
   Web of Science ®Google Scholar
• Gunerhan , H. , Hepbasli , A. and Giresunlu , U. 2009 . Environmental impacts from the solar energy systems . Energy Sources , 31 : 131 – 138 .
   Google Scholar
• Joseph , C. L. , Kevin , K. W. W. and Liu , Y. 2008 . Solar radiation modelling using ANNs for different climates in China . Energy Convers. Mgmt. , 49 : 1080 – 1090 .
   Web of Science ®Google Scholar
• Kalogirou , S. A. 2000 . Applications of artificial neural-networks for energy systems . Appl. Energy , 67 : 17 – 35 .
   Web of Science ®Google Scholar
• Kaygusuz , K. and Ayhan , T. 1999 . Analysis of solar radiation data for Trabzon, Turkey . Energy Convers. Mgmt. , 40 : 545 – 556 .
   Web of Science ®Google Scholar
• Kaygusuz , K. and Sari , A. 2003 . Renewable energy potential and utilization in Turkey . Energy Convers. Mgmt. , 44 : 459 – 478 .
   Web of Science ®Google Scholar
• Li , Z. L. and Becker , F. 1993 . Feasibility of land surface temperature and emissivity determination from AVHRR data . Remote Sensing Environ. , 43 : 67 – 85 .
   Web of Science ®Google Scholar
• Manual of Statistica. 1998 . Neural Networks Software. Tulsa, OK : Stat Soft. .
   Google Scholar
• Mohandes , M. A. , Halawani , T. O. , Rehman , S. and Hussain , A. A. 2004 . Support vector machines for wind speed prediction . Renew. Energy , 29 : 939 – 947 .
   Web of Science ®Google Scholar
• Patterson , D. W. 1996 . Artificial Neural Networks. Theory and Applications. Singapore : Prentice Hall .
   Google Scholar
• Sabins , F. F. 1986 . Remote Sensing: Principles and Interpretation. New York : W. H. Freeman. .
   Google Scholar
• Şaylan , L. , Şen , O. , Toros , H. and Arisoy , A. 2003 . Solar energy potential for heating cooling systems in big cities of Turkey . Energy Convers. Mgmt. , 43 : 1829 – 1837 .
   Google Scholar
• Şenkal , O. and Kuleli , T. 2009 . Estimation of solar radiation over Turkey using artificial neural network and satellite data . Appl. Energy , 86 : 1222 – 1228 .
   Web of Science ®Google Scholar
• Sözen , A. and Arcaklioğlu , E. 2005 . Effects of relative humidity on solar potential . Appl. Energy , 82 : 345 – 367 .
   Web of Science ®Google Scholar
• Sözen , A. , Arcaklioğlu , E. and Özalp , M. 2004 . Estimation of solar radiation in Turkey by artificial neural network using meteorological and geographical data . Energy Convers. Mgmt. , 45 : 3033 – 3052 .
   Web of Science ®Google Scholar
• Sözen , A. , Arcaklioğlu , E. , Özalp , M. and Kanit , E. G. 2005 . Use of artificial neural network for mapping of solar potential in Turkey . Appl. Energy , 80 : 367 – 381 .
   Web of Science ®Google Scholar
• Speckt , D. F. 1991 . A generalized regression neural network . IEEE Trans. Neural Networks , 2 : 568 – 576 .
   PubMedGoogle Scholar
• Vogt , J. V. 1996 . “ Land surface temperature retrieval from NOAA-AVHRR data ” . In Advances in the Use of NOAA-AVHRR Data for Land Applications Edited by: D'Souza , G. 125 – 151 . Dordrecht, , The Netherlands : Kluwer Academic Publishers .
   Google Scholar
• Wan , Z. and Dozier , J. 1996 . A generalized split-windows algorithm for retrieving land surface temperature fromspace . IEEE Trans. Geosci. Remote Sensing , 34 : 892 – 905 .
   Web of Science ®Google Scholar