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Estimation of Global Solar Radiation from Temperature Extremes: A Case Study of Hebron City, Palestine
Journal of Energy and Natural Resources
Volume 8, Issue 1, March 2019, Pages: 1-5
Received: Dec. 21, 2018; Accepted: Jan. 9, 2019; Published: Feb. 13, 2019
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Husain Alsamamra, Physics Department, Al-Quds University, Jerusalem, Palestine
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Solar radiation is the main energy source for mankind and an accurate data of solar radiation levels for a particular location is vital for the optimum operation of solar energy transducers such as photovoltaic cells and solar thermal collectors. This study aimed to calibrate some of the existing models in the literature for estimating daily global solar radiation parameter using available measured records of air temperature extremes and new models were developed based on maximum and minimum air temperatures. Applicability of the Hargreaves model, Allen model, Bristow-Campbell model and Chen et al. model were evaluated for computing the global solar radiation for Hebron city in Palestine. Estimated values were compared with measured values in terms of the coefficient of determination (R2) and root mean square error (RMSE). All models provide good estimates when compared to the accurate values with R2 0.9226 (Bristow-Campbell model) to 0.9547 (Chen et al. model), while the proposed model provides a value of 0.9632. The RMSE value ranges from 0.7632 for Chen et al. model to 0.9211 for Bristow-Campbell model, however a lower value (0.7118) for the proposed model. This study found that the proposed model estimates global solar radiation at the location of study better than the other models.
Solar Radiation, Air Temperature Extremes, Model Comparison, Model Validation
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Husain Alsamamra, Estimation of Global Solar Radiation from Temperature Extremes: A Case Study of Hebron City, Palestine, Journal of Energy and Natural Resources. Vol. 8, No. 1, 2019, pp. 1-5. doi: 10.11648/j.jenr.20190801.11
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This article is an open access article distributed under the Creative Commons Attribution License ( which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
L. A. Hunt, L. Kuchar and C. J. Swanton, ''Estimation of solar radiation for use in crop modelling'', Agriculture and Forest Meteorology, vol. 98, pp. 293–300, 1998.
C. W. Richardson, ''Stochastic simulation of daily precipitation, temperature, and solar radiation'', Water Resource Research, vol.17, pp. 182–190, 1981.
X. Liu, X. Mei, Y. Li, Q. Wang, Y. Zhang and J. R. Porter, ''Variation in reference crop evapotranspiration caused by the Angström-Prescott coefficient: locally calibrated versus the FAO recommended'', Agriculture and Water Manage, vol. 96, pp. 1137–1145, 2009
A. Weiss, and C. J. Hays, ''Simulation of daily solar irradiance'', Agriculture and Forest Meteorology, vol.123, pp.187–199, 2004.
G. Hoogenboom, ''Estimation of solar radiation based on air temperature and application with the DSSAT v4.5 peanut and rice simulation models in Thailand'', Agriculture and Forest Meteorology, vol. 180, pp.182–193, 2013.
J. C. Cao and S. H. Cao, ''Study of forecasting solar irradiance using neural networks with preprocessing sample data by wavelet analysis'' Energy, vol.31, no.15, pp. 3435–3445, 2006.
A. Angstrom, ''Solar and terrestrial radiation'', Quarterly journal of the Royal Meteorological Society, vol. 50, pp. 121- 126, 1924.
K. L. Bristow and G. S. Campbell, ''On the relationship between incoming solar radiation and daily maximum and minimum temperature'' Agriculture and Forest. Meteorology, vol. 31, pp. 159-166, 1984.
G. H. Hargreaves, (1994). ''Simplified coefficients for estimating monthly solar radiation in North America and Europe'', Utah State University, Logan, Utah.
J. Liu, H. W. Linderholm, D. Chen, Q. Yu, D. Wu, S. Haginoya, ''Observation and calculation of solar radiation on the Tibetan Plateau'', Energy Conversion and Management, vol. 57, pp. 23-32, 2012.
M. Rivington, K. B. Matthews, G. Bellocchi, K. Buchan, ''Evaluating uncertainty introduced to process-based simulation model estimates by alternative sources of meteorological data'', Agriculture Systems, vol. 88, pp.451–471, 2006.
P. E. Thorton and S. W. Running, ''An improved algorithm for estimating daily solar radiation from measurements of temperature, humidity, and precipitation'' Agriculture and Forest. Meteorology, vol. 93, 211–228, 1999.
T. Mavromatis, ''Estimation of solar radiation and its application to crop simulation models in Greece'', Climate Research, vol. 36, pp.219–230, 2008.
F. Meza and E. Varas, ''Estimation of mean monthly solar global radiation as a function of temperature'', Agriculture and Forest. Meteorology, vol. 100, pp. 231–241, 2000.
X. Liu, X. Mei, Y. Li, Q. Wang, R. J. Jensen, Y. Zhang, J. R. Porter, ''Evaluation of temperature-based global solar radiation models in Agriculture and Forest. Meteorology, vol. 149, no.9, pp. 1433–1446, 2009b.
M. G. Abraha and M. J. Savage, ''Comparison of estimates of daily solar radiation from air temperature range for application in crop simulations'' Agriculture and Forest. Meteorology, vol.148, no.3, pp. 401–416, 2008.
Alsamamra H, J. A, Ruiz-Arias, D. Pozo-Vazquez, J. Tovar-Pescador, ''Acomaprative study of ordinary and residual kriging techniques for mapping global solar radiation over southern Spain'', Agriculture and Forest. Meteorology, vol. 149, no. 8, pp. 1343–1357, 2009
D. G. Goodin, J. M. Hutchinson, R. L. Vanderlip, M. C Knapp, ''Estimating solar irradiance for crop modeling using daily air temperature data'' Agronomy Journal, vol. 91, pp.845–851, 1999.
R. G. Allen, ''Self-calibrating method for estimating solar radiation from air temperature''. Journal of Hydrologic Engineering, vol.. 2, pp.56–67, 1997.
J. Almorox, M. Bocco, E. Willington, ''Estimation of daily global solar radiation from measured temperatures at Cañada de Luque, Córdoba, Argentina. Renew Energy, vol.. 60, pp.382–387, 2013.
M. Donatelli and G. S. Campbell, ''A simple model to estimate global solar radiation'', The 5th European Society of Agronomy Congress. Nitra, Slovak Republic, 1998.
M. Donatelli, and V. Marletto, ''Estimating surface solar radiation by means of air temperature'', In Proceedings of European Society. for Agronomy Congress, 3rd, Abano-Padova, Italy. 18–22 Sept. The Padova Univ., Padova, Italy. pp. 352–353, 1994.
M. Donatelli and G. S. Campbell, ''A simple model to estimate global solar radiation'', In Proc. ESA Cong., 5th, Vol. 2, Nitra, Slovak Republic. 28 June-2 July. The Slovak Agric. Univ., Nitra, Slovak Republic. pp. 133–134, 1998.
R. Mahmood, and K. G. Hubbard, ''Effect of time of temperature and estimation of daily solar radiation for the Northern Great Plains'', USA Agronomy journal, vol. 94, pp.723–733, 2002.
M. Iqbal, (1983). ''An Introduction to Solar Radiation'', Academic Press, Toronto.
G. S. Campbell, J. M. Norman, “An introduction to environmental biophysics”, Springer Science & Business Media, 1998.
J. Awsthi and K. N. Poudyal, ''Estimation of global solar radiation using empirical model on meteorological parameters at Simara airport, Bara, Nepal'', Journal of the institute of engineering, vol. 14, pp143-150, 2018.
Q. Zhang, N. Cui, Y. Feng, Y. Jia, Z. Li and D. Gong, ''Comparative analysis of global solar radiation models in different regions of China'', Advances in meteorology, vol. 11, pp. 1-21. 2018.
H. O. Menges, C. Ertekin, M. H. Sonmete, ''Evaluation of global solar radiation models for Konya, Turkey'', Energy Conversion and Management, vol.47, no.18, pp. 3149-3173, 2006.
R. Chen, K. Ersi, J. Yang, S. Lu, W. Zhao, ''Validation of five global radiation models with measured daily data in China'', Energy Conversion and Management, vol.45, no.11, pp. 1759-1769, 2004.
B. Abdedelhak, R. Souad, E. Najib , H. Abdelaziz, H. Faicel, Y. Farouk, ''Estimation of global solar radiation using three simple methods'', Energy Procedia, vol.42, pp. 406-415, 2013.
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