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Variations of Solar Radiation in Typical Resource Regions of China During 1961–2016

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Artificial Intelligence and Security (ICAIS 2022)

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Abstract

Based on the total solar radiation, horizontal direct radiation and scattered radiation data of six typical resource regions in China from 1961 to 2016, this paper focuses on analyzing the variation trend of solar radiation by using climate tendency estimation method, cumulative anomaly method, Morlet wavelet analysis method and Mann-Kendall mutation analysis method. The results are as follows: in addition to the Zhengzhou six typical resources scattered radiation in a downward trend, basic and change rule and the plane direct radiation and total radiation change law basic similar, Kashgar, the level of the direct radiation decreases in Lhasa, Golmud trends, by contrast, the level of the direct radiation level direct radiation biggest drop in Zhengzhou. The mutation years were mainly concentrated in the 1980s and 1990s.

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References

  1. Cao, K.: Renewable energy power generation in the UK is developing rapidly. Energy Res. Util. 2, 18 (2020)

    Google Scholar 

  2. Fu, C.: Global governance of the EU’s response to climate change: an external decision-making model and the causes of action. Chin. J. Eur. Stud. 30(01), 65–80 (2012)

    Google Scholar 

  3. Fang, H.: Low-carbon economy’ overview and its development in China. Econ. Vis. 3, 45–46 (2009)

    Google Scholar 

  4. Lin, Z., Feng, Z.X., Zhang, Z.X., Hao, Y., Shen, X.Y.: Carbon peak and carbon neutralization: China’s action to combat global climate change. Explor. Free Views 9, 4–177 (2021)

    Google Scholar 

  5. Shen, Y.B.: Development of the solar energy resource assessment methods in China. Adv. Meteorol. Sci. Technol. 7(1), 77–84 (2017)

    Google Scholar 

  6. Chen, C., Chen, Z.H., Sun, P.J.: Advances in calculation method of the optimal tilted angle for PV array in solar resource assessment. Adv. Meteorol. Sci. Technol. 7(04), 60–65 (2017)

    Google Scholar 

  7. Qi, Y., Fang, S.B., Zhou, W.Z.: Variation and spatial distribution of surface solar radiation in China over recent 50 years. Acta Ecol. Sin. 34(24), 7444–7453 (2014)

    Google Scholar 

  8. Zhang, H.W.L., Zhang, Q., Liu, C.L.: Evaluation and analysis of solar energy resources in Dongying city. J. Zhejiang Agric. Sci. 06, 1404–1405 (2011)

    Google Scholar 

  9. Wild, M., Gilgen, H., Roesch, A.: From dimming to brightening: decadal changes in Solar radiation at Earth’s surface. Science 3(08), 847–850 (2005)

    Article  Google Scholar 

  10. Zhong, Q.: Advance on research on surface radiation climatology: some problems of retrieval of surface radiation budget from satellite. Adv. Earth Sci. 11(3), 238–244 (1966)

    Google Scholar 

  11. Gilgen, H., Wild, M., Ohmura, A.: Means and trends of shortwave irradiance at the surface estimated from global energy balance archive data. J. Clim. 11(02), 61 (1998)

    Google Scholar 

  12. Liepert, B.G.: Observed reductions of surface solar radiation at sites in the United States and worldwide from 1961 to 1990. Geophys. Res. Lett. 29, 1421 (2002)

    Article  Google Scholar 

  13. Ulgen, K.: Optimum tilt angle for solar collectors. Energy Sour. 28(13), 1171–1180 (2007)

    Article  Google Scholar 

  14. Stanhill, G., Cohen, S.: Global dimming: a review of the evidence for a widespread and significant reduction in global radiation with discussion of its probable causes and possible agricultural consequences. Agric. For. Meteorol. 1(07), 2552–3278 (2001)

    Google Scholar 

  15. Shen, Y.B., Zha, Z.C., Shi, G.Y.: The progress in variation of surface solar radiation, factors and probable climatic effects. Adv. Earth Sci. 23(9), 915–923 (2008)

    Google Scholar 

  16. Xun, Q.: The remarkable change of winter solar radiation in China during recent 29 years. Sci. China 10(1), 112–120 (1990)

    Google Scholar 

  17. Zha, L.S.: A study on spatial and temporal variation of solar radiation in China. Scientia Geographica Sinica 03, 41–46 (1996)

    Google Scholar 

  18. Che, H.Z., Shi, G.Y., Zhang, X.Y.: Analysis of 40 years of solar radiation data from China. Geophys. Res. Lett. 16(03), 232–237 (1961)

    Google Scholar 

  19. Ma, J.Y., Luo, Y., Shen, Y.B.: Regional long-term trend of ground solar radiation in China over the past 50 years. Scientia Sinica (Terrae) 42(10), 1597–1608 (2012)

    Article  Google Scholar 

  20. Wei, F.Y.: Modern Climate Statistics Diagnosis and Prediction Technology. China Meteorological Press, Beijing (2007)

    Google Scholar 

  21. Wang, M.Q., Zou, Q.M., Huang, W.Q.: Study on intermittent optimal regulation of solar panel installation. Acta Energiae Solaris Sinica 36(01), 113–119 (2015)

    Google Scholar 

  22. Gao, J., Lin, X.: Mathematical interpolation and correction of three-dimensional modelling of high-speed railway. Intell. Autom. Soft Comput. 26(05), 1023–1034 (2020)

    Article  Google Scholar 

  23. Zou, M.L., Liu, Z.X., Chen, X.Y.: A meaningful image encryption algorithm based on prediction error and wavelet transform. J. Big Data 1(03), 151–158 (2019)

    Article  Google Scholar 

  24. Jayashree, N., Bhuvaneswaran, R.S.: A robust image watermarking scheme using z-transform, discrete wavelet transform and bidiagonal singular value decomposition. Comput. Mater. Contin. 58(01), 263–285 (2019)

    Google Scholar 

  25. Liu, Y., Liu, L., Yan, Y., Feng, H., Ding, S.: Analyzing dynamic change in social network based on distribution-free multivariate process control method. Comput. Mater. Contin. 60(03), 1123–1139 (2019)

    Google Scholar 

  26. Ping, H.: Study of assessment method based on coupling factor of casualty in earthquake disasters in Guangdong area. Comput. Syst. Sci. Eng. 35(03), 191–199 (2020)

    Article  Google Scholar 

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Acknowledgement

This work was supported by the National Natural Science Foundation of China Study on “the Second Tibet Plateau Scientific Expedition and Research Program (STEP) under grant number 2019QZKK0804”, and “the dynamic mechanism of grassland ecosystem response to climate change in Qinghai Plateau under grant number U20A2098.”

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Correspondence to Wenzheng Yu .

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Yu, W. et al. (2022). Variations of Solar Radiation in Typical Resource Regions of China During 1961–2016. In: Sun, X., Zhang, X., Xia, Z., Bertino, E. (eds) Artificial Intelligence and Security. ICAIS 2022. Lecture Notes in Computer Science, vol 13338. Springer, Cham. https://doi.org/10.1007/978-3-031-06794-5_27

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  • DOI: https://doi.org/10.1007/978-3-031-06794-5_27

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-06793-8

  • Online ISBN: 978-3-031-06794-5

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