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Toward a Broadband Parameterization Scheme for Estimating Surface Solar Irradiance: Development and Preliminary Results on MODIS Products

文献类型：期刊论文

作者Huang, Guanghui1,2; Liang, Shunlin3; Lu, Ning4,5; Ma, Mingguo6; Wang, Dongdong3
刊名JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
出版日期2018-11-16
卷号123期号:21页码:12180-12193
ISSN号2169-897X
DOI10.1029/2018JD028905
通讯作者Huang, Guanghui(luckhgh@lzb.ac.cn)
英文摘要A broadband parameterization scheme for estimating surface solar irradiance (SSI, similar to 0.3-4.0 mu m) is developed based on extensive radiative transfer simulations on a diversity of atmospheric conditions. In the new scheme, the accumulated SSI arriving at the surface is considered as a whole, but the different radiative attenuations, such as the ozone absorption, permanent gas absorption, water vapor absorption, Rayleigh scattering, aerosol absorption and scattering, and cloud absorption and scattering, are accounted for separately. In particular, for the cloud radiative attenuations, the single scattering and multiple scattering of clouds are parameterized respectively to improve the accuracy. Compared with the complicated spectral radiative transfer model of LibRadtran (Emde et al., 2016, https://doi.org/10.5194/gmd-9-1647-2016), more than 90% of the SSI discrepancies are within +/- 5%, which means in theory the new parameterization scheme is very accurate. When the broadband parameterization scheme is practically applied to Moderate Resolution Imaging Spectroradiometer (MODIS) products, the validation results indicate that the high-quality instantaneous SSI can be thus acquired. At eight sites over China, R-2 ranges from0.86 to 0.96 and all RMSEs lie within 100 W/m(2), while at seven sites over the United States, R-2 fluctuates within the range of 0.82-0.94 and the RMSEs at most sites are < 90 W/m(2), with the exception of Table Mountain. The performance of the new parameterization scheme is comparable to those of more complicated methods such as the look-up-table methods and the d-two-stream approximation methods. But it is more attractive due to its simplicity and efficiency.
WOS关键词PHOTOSYNTHETICALLY ACTIVE RADIATION ; INCIDENT SHORTWAVE RADIATION ; ACCURATE PARAMETERIZATION ; SATELLITE MEASUREMENTS ; SCATTERING ; ENERGY ; EXAMPLES ; CLOUDS
资助项目Strategic Priority Research Program of Chinese Academy of Sciences[19040500] ; National Natural Science Foundation of China[41571358] ; Youth Innovation Promotion Association of Chinese Academy of Sciences
WOS研究方向Meteorology & Atmospheric Sciences
语种英语
WOS记录号WOS:000452001400023
出版者AMER GEOPHYSICAL UNION
资助机构Strategic Priority Research Program of Chinese Academy of Sciences ; National Natural Science Foundation of China ; Youth Innovation Promotion Association of Chinese Academy of Sciences
源URL[http://ir.igsnrr.ac.cn/handle/311030/51462]  
专题中国科学院地理科学与资源研究所
通讯作者Huang, Guanghui
作者单位1.Chinese Acad Sci, CAREERI, Key Lab Remote Sensing Gansu Prov, Lanzhou, Gansu, Peoples R China
2.Chinese Acad Sci, CAREERI, Heihe Remote Sensing Expt Res Stn, Lanzhou, Gansu, Peoples R China
3.Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA
4.Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China
5.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing, Jiangsu, Peoples R China
6.Southwest Univ, Sch Geog Sci, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Chongqing, Peoples R China
推荐引用方式
GB/T 7714		 Huang, Guanghui,Liang, Shunlin,Lu, Ning,et al. Toward a Broadband Parameterization Scheme for Estimating Surface Solar Irradiance: Development and Preliminary Results on MODIS Products[J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,2018,123(21):12180-12193.
APA Huang, Guanghui,Liang, Shunlin,Lu, Ning,Ma, Mingguo,&Wang, Dongdong.(2018).Toward a Broadband Parameterization Scheme for Estimating Surface Solar Irradiance: Development and Preliminary Results on MODIS Products.JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,123(21),12180-12193.
MLA Huang, Guanghui,et al."Toward a Broadband Parameterization Scheme for Estimating Surface Solar Irradiance: Development and Preliminary Results on MODIS Products".JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 123.21(2018):12180-12193.

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来源：地理科学与资源研究所

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