Sciences in Cold and Arid Regions ›› 2022, Vol. 14 ›› Issue (1): 68-78.doi: 10.3724/SP.J.1226.2022.21015.
PeiDu Li1,2,XiaoQing Gao1(),JunXia Jiang1,2,LiWei Yang1,YuJie Li1,2
Armstrong S , Hurley WG , 2010. A new methodology to optimise solar energy extraction under cloudy conditions. Renewable Energy, 35(4): 780-787. DOI: 10.1016/j.renene. 2009.10.018 .
doi: 10.1016/j.renene. 2009.10.018 |
|
Blal M , Khelifi S , Dabou R , et al. , 2020. A prediction models for estimating global solar radiation and evaluation meteorological effect on solar radiation potential under several weather conditions at the surface of Adrar environment. Measurement, 152: 107348. DOI: 10.1016/j.measurement. 2019.107348 .
doi: 10.1016/j.measurement. 2019.107348 |
|
Breyer C , Bogdanov D , Gulagi A , et al. , 2017. On the role of solar photovoltaics in global energy transition scenarios. Progress in Photovoltaics, 25(8): 727-745. DOI: 10.1002/pip.2885 .
doi: 10.1002/pip.2885 |
|
Brock TD , 1981. Calculating solar-radiation for ecological-studies. Ecological Modelling, 14(1-2): 1-19. DOI: 10. 1016/0304-3800(81)90011-9 .
doi: 10. 1016/0304-3800(81)90011-9 |
|
Che HZ , Shi GY , Zhang XY , et al. , 2005. Analysis of 40 years of solar radiation data from China, 1961-2000. Geophysical Research Letters, 32(6): L06803. DOI: 10.1029/2004GL022322 .
doi: 10.1029/2004GL022322 |
|
Choi CS , Cagle AE , Macknick J , et al. , 2020. Effects of revegetation on soil physical and chemical properties in solar photovoltaic infrastructure. Frontiers in Environmental Science, 8: 1- 3-9. DOI: 10.3389/fenvs.2020.00140 .
doi: 10.3389/fenvs.2020.00140 |
|
Droma JP , 2007. Discussion on the solar radiation and its effects on human beings. Journal of Tibet University. | |
Fang HJ , Qin WM , Wang LC , et al. , 2021. Solar brightening/dimming over China's Mainland: effects of atmospheric aerosols, anthropogenic emissions, and meteorological conditions. Remote Sensing, 13(1): . DOI: 10.3390/rs13010088 .
doi: 10.3390/rs13010088 |
|
Feng F , Wang K , 2019. Determining factors of monthly to decadal variability in surface solar radiation in China: evidences from current reanalyses. Journal of Geophysical Research: Atmospheres, 124(16): 9161-9182. DOI: 10.1029/2018JD030214 .
doi: 10.1029/2018JD030214 |
|
Feng Y , Hao WP , Li HR , et al. , 2020. Machine learning models to quantify and map daily global solar radiation and photovoltaic power. Renewable & Sustainable Energy Reviews, 118: 109393. DOI: 10.1016/j.rser.2019.109393 .
doi: 10.1016/j.rser.2019.109393 |
|
Frohlich C , 1987. Variability of the solar-constant on time scales of minutes to Years. Journal of Geophysical Research-Atmospheres, 92(D1): 796-800. DOI: 10.1029/JD092iD01p00796 .
doi: 10.1029/JD092iD01p00796 |
|
Furlan C , de Oliveira AP , Soares J , et al. , 2012. The role of clouds in improving the regression model for hourly values of diffuse solar radiation. Applied Energy, 92: 240-254. DOI: 10.1016/j.apenergy.2011.10.032 .
doi: 10.1016/j.apenergy.2011.10.032 |
|
Gilgen H , Wild M , Ohmura A , 1998. Means and trends of shortwave irradiance at the surface estimated from global energy balance archive data. Journal of Climate, 11(8): 2042-2061. . | |
Gu ZJ , Feng DT , Duan XW , et al. , 2020. Spatial and temporal patterns of rainfall erosivity in the Tibetan Plateau. Water, 12(1): 200. DOI: 10.3390/w12010200 .
doi: 10.3390/w12010200 |
|
Hernandez RR , Easter SB , Murphy-Mariscal ML , et al. , 2014. Environmental impacts of utility-scale solar energy. Renewable & Sustainable Energy Reviews, 29: 766-779. DOI: 10.1016/j.rser.2013.08.041 .
doi: 10.1016/j.rser.2013.08.041 |
|
Kaplan AG , Kaplan YA , 2020. Developing of the new models in solar radiation estimation with curve fitting based on moving least-squares approximation. Renewable Energy, 146: 2462-2471. DOI: 10.1016/j.renene.2019.08.095 .
doi: 10.1016/j.renene.2019.08.095 |
|
Kendall MG , 1948. Rank Correlation Methods. 4th Edition, Griffin, London. | |
Lang JL , Zhang YY , Zhou Y , et al. , 2017. Trends of PM2.5 and chemical composition in Beijing, 2000-2015. Aerosol and Air Quality Research, 17(2): 412-425. DOI: 10.4209/AAQR.2016.07.0307 .
doi: 10.4209/AAQR.2016.07.0307 |
|
Lewis NS , Nocera DG , 2007. Powering the planet: Chemical challenges in solar energy utilization. Proceedings of the National Academy of Sciences of the United States of America, 103(43): 15729-15735. DOI: 10.1073/pnas. 0603395103 .
doi: 10.1073/pnas. 0603395103 |
|
Liang F , Xia XA , 2005. Long-term trends in solar radiation and the associated climatic factors over China for 1961-2000. Annales Geophysicae, 23(7): 2425-2432. DOI: 10.5194/angeo-23-2425-2005 .
doi: 10.5194/angeo-23-2425-2005 |
|
Lin CG , Wu HP , Ou TH , et al. , 2019. A new perspective on solar dimming over the Tibetan Plateau. International Journal of Climatology, 39(1): 302-316. DOI: 10.1002/joc.5807 .
doi: 10.1002/joc.5807 |
|
Liu PR , Tong XJ , Zhang JS , et al. , 2020. Estimation of half-hourly diffuse solar radiation over a mixed plantation in north China. Renewable Energy, 149: 1360-1369. DOI: 10.1016/j.renene.2019.10.136 .
doi: 10.1016/j.renene.2019.10.136 |
|
Lopez G , Gueymard CA , Bosch JL , et al. , 2018. Modeling water vapor impacts on the solar irradiance reaching the receiver of a solar tower plant by means of artificial neural networks. Solar Energy, 169: 34-39. DOI: 10.1016/j.solener.2018.04.023 .
doi: 10.1016/j.solener.2018.04.023 |
|
Lopez-Moreno JI , Soubeyroux JM , Gascoin S , et al. , 2020. Long-term trends (1958-2017) in snow cover duration and depth in the Pyrenees. International Journal of Climatology, 40(14): 6122-6136. DOI: 10.1002/joc.6571 .
doi: 10.1002/joc.6571 |
|
Mann HB , 1945. Nonparametric tests against trend. The Econometric Society, 13(3): 245-259. DOI: 0012-9682(194507)13:3<245:NTAT>2.0.CO;2-U .
doi: 0012-9682(194507)13:3<245:NTAT>2.0.CO;2-U |
|
Mostafaeipour A , Qolipour M , Rezaei M , et al. , 2019. Investigation of off-grid photovoltaic systems for a reverse osmosis desalination system: A case study. Desalination, 454: 91-103. DOI: 10.1016/j.desal.2018.03.007 .
doi: 10.1016/j.desal.2018.03.007 |
|
Nagel D , Herber A , Thomason LW , et al. , 1998. Vertical distribution of the spectral aerosol optical depth in the Arctic from 1993 to 1996. Journal of Geophysical Research-Atmospheres, 103(D2): 1857-1870. DOI: 10.1029/97JD02678 .
doi: 10.1029/97JD02678 |
|
Obama B , 2017. The irreversible momentum of clean energy. Science, 355(6321): 126-129. DOI: 10.1126/science.aam6284 .
doi: 10.1126/science.aam6284 |
|
Perera FP , 2017. Multiple threats to child health from fossil fuel combustion: Impacts of air pollution and climate change. Environmental Health Perspectives, 125(2): 141-148. DOI: 10.1289/EHP299 .
doi: 10.1289/EHP299 |
|
Pinker R , Zhang B , Dutton E , 2005. Do satellites detect trends in surface solar radiation? Science, 308(5723): 850-854. DOI: 10.1126/science.1103159 .
doi: 10.1126/science.1103159 |
|
Pollitt H , 2020. Analysis: Going carbon neutral by 2060 'will make China richer'. Carbon Brief, 24. | |
Qi Y , Fang S , Zhou W , 2014. Variation and spatial distribution of surface solar radiation in China over recent 50 years. Acta Ecologica Sinica, 34(24): 7444-7453. DOI: 10.5846/stxb201303130409 .
doi: 10.5846/stxb201303130409 |
|
Qian Y , Kaiser DP , Leung LR , et al. , 2006. More frequent cloud-free sky and less surface solar radiation in China from 1955 to 2000. Geophysical Research Letters, 33(1): L01812. DOI: 10.1029/2005GL024586 .
doi: 10.1029/2005GL024586 |
|
Qian Y , Wang WG , Leung LR , et al. , 2007. Variability of solar radiation under cloud-free skies in China: The role of aerosols. Geophysical Research Letters, 34(12): . DOI: 10.1029/2006GL028800 .
doi: 10.1029/2006GL028800 |
|
Rycroft MJ , ISraelsson S , Price C , 2000. The global atmospheric electric circuit, solar activity and climate change. Journal of Atmospheric and Solar-Terrestrial Physics, 62(17-18): 1563-1576. DOI: 10.1016/S1364-6826(00)00112-7 .
doi: 10.1016/S1364-6826(00)00112-7 |
|
Shafiee S , Topal E , 2009. When will fossil fuel reserves be diminished? Energy Policy, 37(1): 181-189. DOI: 10.1016/j.enpol.2008.08.016 .
doi: 10.1016/j.enpol.2008.08.016 |
|
Stanhill G , Cohen S , 2001. 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. Agricultural and Forest Meteorology, 107(4): 255-278. DOI: 10.1016/S0168-1923(00)00241-0 .
doi: 10.1016/S0168-1923(00)00241-0 |
|
Tang WJ , Yang K , Qin J , et al. , 2011. Solar radiation trend across China in recent decades: a revisit with quality-controlled data. Atmospheric Chemistry and Physics, 11(1): 393-406. DOI: 10.5194/acp-11-393-2011 .
doi: 10.5194/acp-11-393-2011 |
|
Tarasova TA , Fomin BA , 2000. Solar radiation absorption due to water vapor: Advanced broadband parameterizations. Journal of Applied Meteorology, 39(11): 1947-1951. DOI: 10.1175/1520-0450(2000)039<1947:SRADTW>2.0.CO;2 .
doi: 10.1175/1520-0450(2000)039<1947:SRADTW>2.0.CO;2 |
|
Valipour M , 2012. Comparison of surface irrigation simulation models: Full hydrodynamic, zero inertia, kinematic wave. Journal of Agricultural Science, 4(12): 68-74. DOI: 10. 5539/jas.v4n12p68 .
doi: 10. 5539/jas.v4n12p68 |
|
Wang LC , Lu YB , Zou L , et al. , 2019. Prediction of diffuse solar radiation based on multiple variables in China. Renewable & Sustainable Energy Reviews, 103: 151-216. DOI: 10.1016/j.rser.2018.12.029 .
doi: 10.1016/j.rser.2018.12.029 |
|
Wang MM , Zang HX , Cheng LL , et al. , 2019. Application of DBN for estimating daily solar radiation on horizontal surfaces in Lhasa, China. Innovative Solutions for Energy Transitions, 158: 49-54. DOI: 10.1016/j.egypro.2019.01.034 .
doi: 10.1016/j.egypro.2019.01.034 |
|
Wilberforce T , Baroutaji A , El Hassan Z , et al. , 2019. Prospects and challenges of concentrated solar photovoltaics and enhanced geothermal energy technologies. Science of the Total Environment, 659: 851-861. DOI: 10.1016/j.scitotenv.2018.12.257 .
doi: 10.1016/j.scitotenv.2018.12.257 |
|
Wild M , Gilgen H , Roesch A , et al. , 2005. From dimming to brightening: Decadal changes in solar radiation at Earth's surface. Science, 308(5723): 847-850. DOI: 10.1126/science.1103215 .
doi: 10.1126/science.1103215 |
|
Wu F , Fu C , 2011. Assessment of GEWEX/SRB version 3.0 monthly global radiation dataset over China. Meteorology and Atmospheric Physics, 112(3): 155-166. DOI: 10.1007/s00703-011-0136-x .
doi: 10.1007/s00703-011-0136-x |
|
Xiao MZ , Yu ZB , Cui YZ , 2020. Evaluation and estimation of daily global solar radiation from the estimated direct and diffuse solar radiation. Theoretical and Applied Climatology, 140(3-4): 983-992. DOI: 10.1007/s00704-020-03140-4 .
doi: 10.1007/s00704-020-03140-4 |
|
Yang S , Wang XL , Wild M , 2019. Causes of dimming and brightening in China inferred from homogenized daily clear-sky and all-sky in situ surface solar radiation records (1958-2016). Journal of Climate, 32(18): 5901-5913. DOI: 10.1175/JCLI-D-18-0666.1 .
doi: 10.1175/JCLI-D-18-0666.1 |
|
Yu L , Zhang M , Wang LC , et al. , 2020. Clear-sky solar radiation changes over arid and semi-arid areas in China and their determining factors during 2001-2015. Atmospheric Environment, 223: 117198. DOI: 10.1016/j.atmosenv.2019. 117198 .
doi: 10.1016/j.atmosenv.2019. 117198 |
|
Zhang G , Ma YY , 2020. Clear-sky surface solar radiation and the radiative effect of aerosol and water vapor based on simulations and satellite observations over Northern China. Remote Sensing, 12(12): 105162. DOI: 10.3390/rs12121931 .
doi: 10.3390/rs12121931 |
|
Zhang Y , Li Z , 2015. Remote sensing of atmospheric fine particulate matter (PM2.5) mass concentration near the ground from satellite observation. Remote Sensing of Environment, 160: 252-262. DOI: 10.1016/j.rse.2015.02.005 .
doi: 10.1016/j.rse.2015.02.005 |
|
Zhang Y , Qin B , Chen W , 2003. Analysis of solar radiation variations over Nanjing region in recent 40 years. Journal of Geographical Sciences, 13(1): 97-104. DOI: 10.1007/BF02873152 .
doi: 10.1007/BF02873152 |
|
Zhang YL , Qin BQ , Chen WM , 2004. Analysis of 40 year records of solar radiation data in Shanghai, Nanjing and Hangzhou in Eastern China. Theoretical and Applied Climatology, 78(4): 217-227. DOI: 10.1007/s00704-003-0030-7 .
doi: 10.1007/s00704-003-0030-7 |
|
Zhao Q , Yao WX , Zhang CX , et al. , 2019. Study on the influence of fog and haze on solar radiation based on scattering-weakening effect. Renewable Energy, 134: 178-185. DOI: 10.1016/j.renene.2018.11.027 .
doi: 10.1016/j.renene.2018.11.027 |
|
Zou HY , Du HB , Ren JZ , et al. , 2017. Market dynamics, innovation, and transition in China's solar photovoltaic (PV) industry: A critical review. Renewable & Sustainable Energy Reviews, 69: 197-206. DOI: 10.1016/j.rser.2016.11.053 .
doi: 10.1016/j.rser.2016.11.053 |
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