Influence of complex topography on global solar radiation in the Yangtze River Basin

doi:10.1007/s11442-014-1132-0

Abstract

Abstract:

Global solar radiation (GSR) is the most direct source and form of global energy, and calculation of its quantity is highly complex due to influences of local topography and terrain inter-shielding. Digital elevation model (DEM) data as a representation of the complex terrain and multiplicity condition produces a series of topographic factors (e.g. slope, aspect, etc.). Based on 1 km resolution DEM data, meteorological observations and NOAA-AVHRR remote sensing data, a distributed model for the calculation of GSR over rugged terrain within the Yangtze River Basin has been developed. The overarching model permits calculation of astronomical solar radiation for rugged topography and comprises a distributed direct solar radiation model, a distributed diffuse radiation model and a distributed terrain reflectance radiation model. Using the developed model, a quantitative simulation of the GSR space distribution and visualization has been undertaken, with results subsequently analyzed with respect to locality and terrain. Analyses suggest that GSR magnitude is seasonally affected, while the degree of influence was found to increase in concurrence with increasing altitude. Moreover, GSR magnitude exhibited clear spatial variation with respect to the dominant local aspect; GSR values associated with the sunny southern slopes were significantly greater than those associated with shaded slopes. Error analysis indicates a mean absolute error of 12.983 MJm^-2 and a mean relative error of 3.608%, while the results based on a site authentication procedure display an absolute error of 22.621 MJm^-2 and a relative error of 4.626%.

Key words: rugged terrain, global solar radiation (GSR), distributed model, Digital Elevation Model, Yangtze River Basin

Li WANG, Xinfa QIU, Peifa WANG, Xiaoying WANG, Aili LIU. Influence of complex topography on global solar radiation in the Yangtze River Basin[J].Journal of Geographical Sciences, 2014, 24(6): 980-992.

Figures/Tables 6

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References 44

1	Aguilar C, Herrero J, Polo M J, 2010. Topographic effects on solar radiation distribution in mountainous watersheds and their influence on reference evapotranspiration estimates at watershed scale.Hydrology and Earth System Sciences, 14: 2479-2494.
2	American Society of Heating, 1999. Refrigerating and Air Conditioning Engineers (ASHRAE) Handbook: HVAC applications. Atlanta (GA): ASHRAE.
3	Antonic O, 1998. Modeling daily topographic solar radiation without site-specific hourly radiation data.Ecological Modeling, 113: 31-40.
4	Arnfield A J, 1975. A note on the diurnal, latitudinal and seasonal variation of surface reflection coefficient.Journal of Applied Meteorology, 14: 1603-1608.
5	Bartoli B, Cuorno V, Amato Uet al., 1982. Diffuse and beam components of daily global radiation in Geneva and Macerate.Solar Energy, 28(4): 307-311.
6	Bird R E, Hulstrom R L, 1981. A simplified clear sky model for the direct and diffuse isolation on horizontal surfaces. Golden, Colorado: US-SERI/TR-642-761, National Renewable Energy Laboratory.
7	Deng Yanjun, Qiu Xinfa, Zeng Yanet al., 2013. Comparison of horizontal global solar radiation models.Journal of the Meteorological Sciences, 33(4): 371-377. (in Chinese)
8	Dozier J, 1980. A clear-sky spectral solar radiation model for snow-covered mountainous terrain. Wat. Resour. Res. 16: 709-718.
9	Dozier J, Frew J, 1990. Rapid calculation of terrain parameters for radiation modeling from digital elevation data, IEEE Trans. Geosci. Remote Sens., GE-28, 963-969.
10	Dubayah R C, 1992. Estimating net solar radiation using Landsat Thematic Mapper and digital elevation data.Wat. Resour. Res., 28: 2469-2484.
11	Dubayah R C, 1994. Modeling a solar radiation topoclimatology for the Rio Grande river watershed. J. Veg. Sci., 5: 627-640.
12	Dubayah R, van Katwijk V, 1992. The topographic distribution of annual incoming solar radiation in the Rio Grande river basin. Geoph. Res. Let., 19: 2231-2234.
13	Fu Baopu, 1958. Influence of slope on sunshine and solar radiation. Journal of Nanjing University (Natural Science Edition), 2: 23-46. (in Chinese)
14	Hay J E, 1979. Calculation of monthly mean solar radiation for horizontal and inclined surfaces.Solar Energy, 23: 301-307.
15	Hay J E, McKay D C, 1985. Estimating solar radiance on inclined surfaces: A review and assessment of methodologies.Int. J. Solar Energy, 3: 203-240.
16	He Honglin, Yu Guirui, Liu Xinanet al., 2004. Study on spatialization technology of terrestrial eco-information in China (II): Solar radiation.Journal of Natural Resources, 19(5): 679-687. (in Chinese)
17	Iagib N A, Alvi S H, Mansell M G, 1999. Correlationships between clearness index and relative sunshine duration for Sudan.Renewable Energy, 17(4): 473-498.
18	Iqbal M, 1983. An Introduction to Solar Radiation. New York: Academic Press.
19	Kimball H H, 1919. Variations in the total and luminous solar radiation with geographical position in the United States. Mon. Weather Rev., 47: 769.
20	Li X, Cheng G D, Chen X Z, 1999. The improved solar radiation model on arbitrary terrain conditions. Chinese Science Bulletin, 44(9): 993-998. (in Chinese)
21	Li Z Q, Weng D M, 1988. Distribution characteristics and the computing model of the radiation scattering of slope.Meteorological Bulletin, 46(3): 349-356. (in Chinese)
22	Liu B Y, Jordan R C, 1962. Daily insulation on surfaces tilted towards the equator.Trans ASHRAE, 67: 526-541.
23	Liu B Y H, Jordan R C, 1963. The long-term average performance of flat-plate solar energy collections.Solar Energy, 7(2): 53-74.
24	Louche A, Notton G, Poggi Pet al., 1991. Correlation for direct normal and globe horizontal irradiation on a French Mediterranean site.Solar Energy, 46(4): 261-266.
25	Maxwell E L, 1998. METSTAT: The solar radiation model used in the production of the NSRDB.Solar Energy, 62(4): 263-279.
26	Morton F L, 1983. Operational estimates of areal evapotranspiration and their significance to the science and practice of hydrology.Journal of Hydrology, 66: 1-4.
27	Page J K, 1997.Proposed quality control procedures for the meteorological office data tapes relating to 642 761.
28	Proy C., Tanré D., Deschamps P. Y., 1989. Evaluation of topographic effects in remotely sensed data.Remote Sensing of Environment, 30: 21-32.
29	Qiu X F, 2003. Distributed modeling of solar radiation over rugged terrains [D]. Nanjing: Nanjing University. (in Chinese)
30	Qiu X F, Qiu Y P, Zeng Y, 2009. Distributed simulation of month mean temperature in Chongqing Mountain.Advances in Earth Science, 24(6): 621-628.
31	Rahoma U A, 2001. Clearness index estimation for spectral composition of direct and global radiations.Applied Energy, 68: 337-346.
32	Shi Guoping, Qiu Xinfa, Zeng Yan, 2013. Distributed modeling of three kinds of initial data for global solar radiation simulation in China.Scientia Geographica Sinica, 33(4): 385-392. (in Chinese)
33	Steven M D, 1977. Standard distributions of clear sky radiance.Quart. J. Roy. Meteor. Soc., 103: 457-465.
34	Tang B, Li Z L, Zhang R, 2006. A direct method for estimating net surface shortwave radiation from MODIS data.Remote Sensing of Environment, 103(1): 115-126.
35	Temps R C, Coulsom K L, 1977. Solar radiation incident upon slope of different orientations.Solar Energy, 19: 179-184.
36	Valiente J A, Nunez M, Lopez-Baeza Eet al., 1995. Narrow-band to broad-band conversion for Meteosat-visible channel and broad-band albedo using both AVHRR-1 and-2 channels.Int. J. Remote Sens., 16(6): 1147-1166.
37	Van Laake P E, Sanchez-Azofeifa G A, 2004. Simplified atmospheric radiative transfer modeling for estimating incident PAR using MODIS atmosphere products.Remote Sensing of Environment, 91(1): 98-113.
38	Weng D M, 1997. Studies on Radiation Climate of China. Beijing: China Meteorological Press. (in Chinese)
39	Xu X K, Liu S H, 2002. Deriving monthly means surface albedo.Meteorological Bulletin, 60(2): 216-219.
40	Zeng Y, Qiu X F, Liu C Met al., 2005a. Distributed modeling of direct solar radiation of rugged terrain over the Yellow River Basin.Acta Geographica Sinica, 60(4): 680-688. (in Chinese)
41	Zeng Y, Qiu X F, Liu S M, 2005b. Distributed modeling of extraterrestrial solar radiation over rugged terrains.Chinese Journal of Geophysics, 48(5): 1028-1033. (in Chinese)
42	Zeng Y, Qiu X F, Miao Q Let al., 2003. The spatial and temporal distribution of insolation duration over rugged terrains in our country.Progress in Natural Science, 13(5): 545-548. (in Chinese)
43	Zuhairy A A, Sayigh A A M, 1995. Simulation and modeling of solar radiation in Saudi Arabia.Renewable Energy, 6(2): 107-118.
44	Zuo D K, Zhou Y H, Xiang Y Q et al., 1991. On Surface Radiations. Beijing: Science Press.

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