区域复杂地形晴日太阳辐射估算研究

刘兴冉; 张宏晔; 闫海明; 罗建美

doi:10.19912/j.0254-0096.tynxb.2021-0127

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太阳能学报 ›› 2022, Vol. 43 ›› Issue (8) : 174-180. DOI: 10.19912/j.0254-0096.tynxb.2021-0127

区域复杂地形晴日太阳辐射估算研究

刘兴冉¹, 张宏晔², 闫海明¹, 罗建美¹

作者信息 +

ESTIMATION OF REGIONAL SOLAR RADIATION ON CLEAR DAYS OVER COMPLEX TERRIAN

Liu Xingran¹, Zhang Hongye², Yan Haiming¹, Luo Jianmei¹

Author information +

文章历史 +

摘要

为改进复杂地形区区域地表接收太阳入射辐射的算法,基于数字高程模型、气象数据与遥感数据,分直接辐射、来自天空的散射辐射及来自周围地形的反射辐射3部分对海河流域2001—2019年区域地表接收的晴日太阳辐射日总量进行估算与分析。经验证,模拟的晴日太阳入射辐射日通量与实测数据吻合度较高,相关系数约为0.9,区域不同地形接收的太阳入射辐射空间差异明显,结果在可接受精度范围内,此估算方法可为山区太阳能的合理利用提供科学基础。

Abstract

In order to improve the algorithm of solar radiation received by the surface in complex terrain, the daily solar radiation on clear days received by the land surface in the Haihe River Basin from 2001 to 2019 was estimated and analyzed based on digital elevation model, meteorological data and remote sensing data, including direct radiation, scattered radiation from the sky and reflected radiation from the surrounding terrain. The results showed that the correlation coefficient between the simulated daily solar radiation flux and the measured data on clear days was about 0.9, and the spatial differences of solar radiation received by different terrains were obvious. The results were within the acceptable accuracy range.This estimation method can provide a scientific basis for the rational use of solar energy in mountainous areas.

导出引用

刘兴冉, 张宏晔, 闫海明, 罗建美. 区域复杂地形晴日太阳辐射估算研究[J]. 太阳能学报. 2022, 43(8): 174-180 https://doi.org/10.19912/j.0254-0096.tynxb.2021-0127

Liu Xingran, Zhang Hongye, Yan Haiming, Luo Jianmei. ESTIMATION OF REGIONAL SOLAR RADIATION ON CLEAR DAYS OVER COMPLEX TERRIAN[J]. Acta Energiae Solaris Sinica. 2022, 43(8): 174-180 https://doi.org/10.19912/j.0254-0096.tynxb.2021-0127

中图分类号： P40

参考文献

[1] 李英姿, 李智. 光伏发电项目太阳能辐射量数据对比与选用[J]. 建筑电气, 2016, 35(4): 35-40.
LI Y Z, LI Z.Comparison and selection of solar radiation data for photovoltaic power generation projects[J]. Building electricity, 2016, 35(4): 35-40.
[2] 傅抱璞. 起伏地形中辐射平衡各分量的计算[J]. 气象学报, 1964, 34(1): 62-73.
FU B P.The determination of the components of radiation balance in an undulating country[J]. Acta meteorologica sinica, 1964, 34(1): 62-73.
[3] 傅抱璞. 山地气候[M]. 北京: 科学出版社,1983.
FU B P.Mountain climate[M]. Beijing: Science Press., 1983.
[4] DOZIER J, FREW J.Rapid calculation of terrain parameters for radiation modeling from digital elevation data[J]. IEEE transactions on geoscience and remote sensing, 1990, 28(5): 963-969.
[5] DUBAYAH R, RICH P M.Topographic solar radiation models for GIS[J]. International journal of geographical information systems, 1995, 9(4): 405-419.
[6] 李新, 陈贤章, 曾群柱. 利用数字地形模型计算复杂地形下的短波辐射平衡[J]. 冰川冻土, 1996, 18: 344-353.
LI X, CHEN X Z, ZENG Q Z.A model to calculate the net solar radiation over complex terrian based on digital terrain model[J]. Journal of glaciology and geocryology, 1996, 18: 344-353.
[7] 李新, 程国栋. 任意地形条件下太阳辐射模型的改进[J]. 科学通报, 1999, 44(9): 993-998.
LI X,CHENG G D.Improvement of solar radiation model under any terrain conditions[J]. Chinese science bulletin, 1999, 44(9): 993-998.
[8] 杨昕, 汤国安, 王雷. 基于DEM的山地总辐射模型及实现[J]. 地理与地理信息科学, 2004, 20(5): 41-44.
YANG X, TANG G A, WANG L.Modeling of global radiation over rugged areas based on DEM[J]. Geography and geo-information science, 2004, 20(5): 41-44.
[9] 周文臻. 基于DEM的中国境内太阳辐射计算与分布规律研究[D]. 福州: 福州大学, 2018.
ZHOU W Z.Distributed modeling of solar radiation and spatial distribution characteristics in China based on DEM[D]. Fuzhou: Fuzhou University, 2018.
[10] CHEN L,YAN G J,WANG T X,et al.Estimation of surface short-wave radiation components under all sky conditions: modeling and sensitivity analysis[J]. Remote sensing of environment, 2012, 123(3): 457-469.
[11] 李净, 罗晶. 晴空下山区太阳辐射模拟[J]. 干旱区地理, 2015, 38(1): 120-127.
LI J, LUO J.Estimation of solar radiation over rugged terrains based on clear sky condition[J]. Arid land geography, 2015, 38(1): 120-127.
[12] 黄盼, 赵伟, 李爱农. 川西山区太阳辐射估算及其时空分布特征[J]. 山地学报, 2017, 35(3): 420-428.
HUANG P,ZHAO W,LI A N.Estimation of solar radiation and its spatio-temporal distribution characteristics in the mountainous area of western Sichuan[J]. Mountain research, 2017, 35(3): 420-428.
[13] 彭冬梅, 陈鹏翔, 张旭. 基于卫星遥感的新疆地表太阳总辐射估算[J]. 干旱气象, 2019, 37(2): 322-330.
PENG D M, CHEN P X, ZHANG X.Estimation of surface solar total radiation in Xinjiang based on satellite remote sensing data[J]. Journal of arid meteorology, 2019, 37(2): 322-330.
[14] 王利娜, 朱厚华, 鲁帆, 等. 海河流域近 50 年降水量时空变化特征分析[J]. 干旱地区农业研究, 2012, 30(2): 242-246.
WANG L N, ZHU H H, LU F, et al.Characteristics of temporal and spatial variation of precipitation in Haihe River Basin during recent 50 years[J]. Agricultural research in the arid areas, 2012, 30(2): 242-246.
[15] 黄葵, 卢毅敏, 魏征, 等. 土地利用和气候变化对海河流域蒸散发时空变化的影响[J]. 地球信息科学学报, 2019, 21(12): 1888-1902.
HUANG K, LU Y M, WEI Z, et al.Effects of land use and climate change on spatiotemporal changes of evapotranspiration in Haihe River Basin[J]. Journal of geo-information science, 2019, 21(12): 1888-1902.
[16] 王万同. 基于遥感技术的区域地表蒸散估算研究——以伊洛河流域为例[D]. 开封: 河南大学, 2011.
WANG W.Research on regional land surface evapotranspiration estimation based on remote sensing technology-a case of Yiluo river basin[D]. Kaifeng: Henan University, 2011.
[17] ALLEN R G,TASUMI M,TREZZA R.Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC)-Model[J]. Journal of irrigation and drainage engineering, 2007, 133(4): 380-394.
[18] 王炳忠. 太阳辐射计算讲座: 第一讲·太阳能中天文参数的计算[J]. 太阳能, 1999(2): 8-10.
WANG B Z.Lecture of solar radiation calculation:Part1. the calculation of astronomical parameters in solar energy[J]. Solar energy, 1999(2): 8-10.
[19] DUFFIE J A, BECKMAN W A.Solar engineering of thermal processes[M]. New York: Wiley, 1991.
[20] KREITH F, KREIDER J F.Principles of solar engineering[M]. New York: Taylor & Francis Inc. ,1978.
[21] LIST R J.Smithsonian meteorological tables (6th reversion)[M]. Washington: Smithsonian Institution Press, 1984.
[22] 陈艳英, 邱新法, 高阳华, 等. 太阳辐射直接透射率的推算[J]. 中国农业气象, 2009, 30(4): 492-495.
CHEN Y Y, QIU X F, GAO Y H, et al.A study on calculation of direct solar radiation transmission rate[J]. Chinese journal of agrometeorology, 2009, 30(4): 492-495.
[23] ALLEN R G, TREZZA R, TASUMI M.Analytical integrated functions for daily solar radiation on slopes[J]. Agricultural and forest meteorology, 2006, 139(1): 55-73.
[24] ALLEN R G, TASUMI M, TREZZA R, et al.METRICtm:mapping evapotranspiration at high resolution-applications manual[M]. Kimberly: University of Idaho, 2010.
[25] ASCE-EWRI.The ASCE standardized reference evapotranspiration equation[R]. ASCE-EWRI Task Committee Report, ASCE Reston, VA, 2005.
[26] GARRISON J D, ADLER G P.Estimation of precipitable water over the United States for application to the division of solar radiation into its direct and diffuse components[J]. Solar energy, 1990, 44(4): 225-241.
[27] TASUMI M, ALLEN R G, TREZZA R.At-surface reflectance and albedo from satellite for operational calculation of land surface energy balance[J]. Journal of hydrologic engineering, 2008, 13(2): 51-63.