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Temporal and spatial variations of global solar radiation over the Qinghai–Tibetan Plateau during the past 40 years

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Abstract

Global solar radiation is of great significance to the balance of ground surface radiation, the energy exchange between the Earth’s surface and atmosphere, and the development of weather and climate systems in various regions. In this study, the monthly global radiation recorded at 23 stations over the Qinghai–Tibetan Plateau (QTP) was utilized to estimate global solar radiation (Q) from sunshine duration and to obtain improved fits to the variation coefficients of the monthly Angström–Prescott model (APM). The modeling results were evaluated by calculating the statistical errors, including mean bias error, mean absolute error, root mean square error, and mean relative error. We demonstrate that the monthly Q values can be predicted accurately by APM over the QTP. We also assess the variations of Q values at 116 meteorological stations by APM over the QTP during 1961–2000. The analysis shows that the annual mean sunshine duration amounted to more than 3,000 h over the whole plateau, implying promising prospects for economic applications of solar energy. During the past 40 years, the mean global solar radiation has been relatively high in the western QTP, extending northward to the Inner Mongolian Plateau. Although its decadal variations in the QTP and surrounding regions were inconsistent, the anomaly values of global solar radiation were generally positive during the 1960s and 1970s, indicating that the QTP’s global solar radiation has increased during those periods. The anomaly values were negative during the 1980s and 1990s, showing that the plateau’s global solar radiation has decreased during those periods. Global solar radiation over the QTP is negatively proportional to latitude but positively proportional to altitude and relative sunshine duration. Three factors, the sunshine duration, latitude, and altitude, exert great influence on global surface radiation, of which sunshine duration is most significant. A high-variation-coefficient zone of global solar radiation occurred in the western part of the QTP but, on average, the variation coefficient of the plateau’s global solar radiation was only 0.031, suggesting that the variation in global radiation was relatively stable over the whole QTP.

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References

  • Akinoglu BG (2008) Recent advances in the relations between bright sunshine hours and solar irradiation. In: Badescu V (ed) Modeling solar radiation at the earth’s surface. Recent advances. Springer, Berlin, p 115

    Chapter  Google Scholar 

  • Al-Mohamad A (2004) Global, direct and diffuse solar radiation in Syria. Appl Energy 79(2):191–200

    Article  Google Scholar 

  • Almorox J, Hontoria C (2004) Global solar radiation estimation using sunshine duration in Spain. Energy Convers Manag 45:1529–1535

    Article  Google Scholar 

  • Almorox J, Benito M, Hontoria C (2005) Estimation of monthly Angström–Prescott equation coefficients from measured daily data in Toledo, Spain. Renew Energy 30:931–936

    Article  Google Scholar 

  • Angström A (1924) Solar and terrestrial radiation. Quart J Roy Met Soc 50:121–125

    Article  Google Scholar 

  • Bird RE (1984) A simple, solar spectral model for direct-normal and diffuse horizontal irradiance. Solar Energy 32(4):461–471

    Article  Google Scholar 

  • Bulut H, Büyükalaca O (2007) Simple model for the generation of daily global solar-radiation data in Turkey. Appl Energy 84:477–491

    Article  Google Scholar 

  • Chegaar M, Chibani A (2001) Global solar radiation estimation in Algeria. Energ Con Manage 42:967–973

    Article  Google Scholar 

  • Chen F, Zhou L (2002) The climatological characteristics in the global radiation change over Yushu region. J Qinghai Environ 12(2):47–49

    Google Scholar 

  • Chen W, Xu P, Liu K, Tang H, Qiu M (1988) Some statistical characteristics of solar radiation over China. J Nanjing Ins Meteo 11(1):116–122

    Google Scholar 

  • Chen W, Miao Y, Gao Q (1997) GMS data estimated Qinghai–Xizang ground global radiation. J Nanjing Ins Meteo 20(3):326–333

    Google Scholar 

  • Chen R, Kang E, Yang J, Lu S, Zhao W (2004) Validation of five global radiation models with measured daily data in China. Energy Convers Manage 45:1759–1769

    Article  Google Scholar 

  • Coppolino S (1994) A new correlation between clearness index and relative sunshine. Renew Energy 4(4):417–423

    Article  Google Scholar 

  • Driesse A, Thevenard D (2002) A test of Suehrcke’s sunshine radiation relationship using a global data set. Solar Energy 72:167–175

    Article  Google Scholar 

  • Elagib N, Mansell MG (2000) New approaches for estimating global solar radiation across Sudan. Energy Convers Manage 41:419–434

    Article  Google Scholar 

  • El-Metwally M (2004) Simple new methods to estimate global solar radiation based on meteorological data in Egypt. Atmos Res 69:217–239

    Article  Google Scholar 

  • Gao G, Weng D (1998) Retrieval of Qinghai–Xizang SASWR with ERBE and ISCCP data. J Nanjing Ins Meteo 21(1):8–14

    Google Scholar 

  • Gueymard CA (2004) The sun’s total and spectral irradiance for solar energy applications and solar radiation models. Solar Energy 76:423–452

    Article  Google Scholar 

  • Gueymard CA (2005) Interdisciplinary applications of a versatile spectral solar irradiance model: a review. Energy 30:1551–1576

    Article  Google Scholar 

  • Gueymard CA (2008) Prediction and validation of cloudless short wave solar spectra incident on horizontal, tilted, or tracking surfaces. Solar Energy 82:260–271

    Article  Google Scholar 

  • Halthore RN, Crisp D, Schwartz SE, Anderson GP, Berk A, Bonnel B et al (2005) Intercomparison of shortwave radiative transfer codes and measurements. J Geophys Res 110:D11206

    Article  Google Scholar 

  • Hay JE, Hanson KJ (1978) A satellite-based methodology for determining solar irradiance at the ocean surface during GATE. Bull American Meteo Soc 59:1549

    Google Scholar 

  • Janjai S, Pankaewa P, Laksanaboonsong J (2009) A model for calculating hourly global solar radiation from satellite data in the tropics. Appl Energy 86:1450–1457

    Article  Google Scholar 

  • Janjai S, Pankaewa P, Laksanaboonsong J, Kitichantaropas P (2011) Estimation of solar radiation over Cambodia from long-term satellite data. Renew Energy 36:1214–1220

    Article  Google Scholar 

  • Kumar R, Umanand L (2005) Estimation of global radiation using clearness index model for sizing photovoltaic system. Renew Energy 30(15):2221–2233

    Article  Google Scholar 

  • Li DHW, Lam JC (2000) Solar heat gain factors and the implications for building designs in subtropical regions. Energy Build 32:47–55

    Article  Google Scholar 

  • Li X, Chen X, Zeng Q (1996) A model to calculate the net solar radiation over complex terrain based on digital terrain model. J Glaciology and Geocryology 18:344–353, Special Issue

    Google Scholar 

  • Li X, Li W, Zhou X (1998) Analysis of the solar radiation variation of China in recent 30 years. Quarterly J Appl Meteorology 2(1):24–31

    Google Scholar 

  • Liu Z, Ji G (1985) The relation between global radiation and percentage of sunshine over the Qinghai–Xizang Plateau and its contiguous zone. Arid Land Geography 8(4):51–58

    Google Scholar 

  • Lorenz E, Müller R, Beyer HG (2003) Solar energy assessment using remote sensing technologies. Remote Sens Environ 86:423–432

    Article  Google Scholar 

  • Lu Z, Piedrahita RH, Neto CDS (1998) Generation of daily and hourly solar radiation values for modeling water quality in aquaculture ponds. Trans ASAE 41:1853–1859

    Google Scholar 

  • Luis FZ, Jesús P, Luis M, Lourdes R, Bella E (2009) A new statistical approach for deriving global solar radiation from satellite images. Solar Energy 83:480–484

    Article  Google Scholar 

  • Menges HO, Ertekin C, Sonmete MH (2006) Evaluation of global solar radiation models for Konya, Turkey. Energy Convers Manage 47:3149–3173

    Article  Google Scholar 

  • Prescott JA (1940) Evaporation from a water surface in relation to solar radiation. Trans R Soc Sci Austr 64:114–125

    Google Scholar 

  • Rietveld MR (1978) A new method for estimating the regression coefficients in the formula relating solar radiation to sunshine. Agr Meteorol 19:243–252

    Article  Google Scholar 

  • Shen Y (2010) Review of applications of satellite remote sensing data to solar energy resources assessment in China in recent 20 years. Meteorological Monthly 36(9):111–115

    Google Scholar 

  • Souza JL, Nicácio RM, Moura MA (2005) Global solar radiation measurements in Maceió, Brazil. Renew Energy 30:1203–1220

    Article  Google Scholar 

  • Spencer JW (1971) Fourier series representation of the position of the sun. Search 2(5):172

    Google Scholar 

  • Sun Z, Shi J, Weng D (1992) A further research on the climatological calculation method of the global solar radiation over China. J Nanjing Ins Meteo 15(2):21–29

    Google Scholar 

  • Tadros MTY (2000) Uses of sunshine duration to estimate the global solar radiation over eight meteorological stations in Egypt. Renew Energy 21:231–246

    Article  Google Scholar 

  • Tiba C, Aguiar R, Fraidenraich N (2005) Analysis of a new relationship between monthly global irradiation and sunshine hours from a database of Brazil. Renew Energy 30:957–966

    Article  Google Scholar 

  • Trnka M, Zalud Z, Etizinger J, Martin D (2005) Global solar radiation in Central European lowlands estimated by various empirical formulae. Agr Forest Meteorol 131:54–57

    Article  Google Scholar 

  • Tymvios FS, Jacovides CP, Michaelides SC, Scouteli C (2005) Comparative study of Angström and artificial neural networks methodologies in estimating global solar radiation. Solar Energy 78:752–762

    Article  Google Scholar 

  • Wang B, Zhang F, Li L (1980) Solar energy resources in China. Acta Energiae Solaris Sinica 1(1):1–9

    Google Scholar 

  • Weng D, Gao G (2001) Trial of surface net radiation’s climatic retrieval over QTP using satellite data. Scientia Meteorologica Sinica 21(2):162–168

    Google Scholar 

  • Wong LT, Chow WK (2001) Solar radiation model. Appl Energy 69:191–224

    Article  Google Scholar 

  • Ye D, Gao Y (1979) Tibetan Plateau meteorology. Science, Beijing, pp 89–101

    Google Scholar 

  • Zha L (1996) A study on spatial and temporal variation of solar radiation in China. Scientia Geographica Sinica 16(3):232–237

    Google Scholar 

  • Zhang Y, Qin B, Chen W, Hu W (2003) Climatological calculation and characteristic analysis of global radiation over Wuxi region. Quarterly J Appl Meteo 14(3):339–347

    Google Scholar 

  • Zhang H, Liu G, Ye Y, Huang Z (2010) Distributed modeling of shortwave solar radiation distribution over the Tibetan Plateau. J Natural Resources 25(5):811–821

    Google Scholar 

  • Zhong Q, Sui J (1989) Estimation of global radiation over the Qinghai–Xizang Plateau from Nimbus-7 planetary albedo data. Acta Meteorologica Sinica 42:165–172

    Google Scholar 

  • Zhu C (1982) A further discussion on the climatological calculating method of total radiation (II). J Nanjing Ins Meteo 2:196–206

    Google Scholar 

  • Zuo D, Zhou Y, Xiang Y, Zhu Z, Xie X (1991) Studies on radiation in the epigeosphere. Chinese Science Press, Beijing, p 16

    Google Scholar 

Download references

Acknowledgments

The authors sincerely thank Miss Lynn Everett for her help in improving the language of this manuscript. The work is financially supported by the National Natural Sciences Foundation of China (41271081, 41271086, 40901042,40871037, and 40830533), the fund of the State Key Laboratory of Cryospheric Science (SKLCS-ZZ-2010-03), the Hundred Talents Program of the Chinese Academy of Sciences (51Y251571), and the SB2008FY001.

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Correspondence to Tonghua Wu.

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Li, R., Zhao, L., Wu, T. et al. Temporal and spatial variations of global solar radiation over the Qinghai–Tibetan Plateau during the past 40 years. Theor Appl Climatol 113, 573–583 (2013). https://doi.org/10.1007/s00704-012-0809-5

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