气候变化领域集成服务门户(CCPortal): Global Performance of a Fast Parameterization Scheme for Estimating Surface Solar Radiation From MODIS Data

CCPortal

DOI	10.1109/TGRS.2017.2676164
	Global Performance of a Fast Parameterization Scheme for Estimating Surface Solar Radiation From MODIS Data
	Tang, Wenjun; Yang, Kun; Sun, Zhian; Qin, Jun; Niu, Xiaolei
通讯作者	Tang, WJ (通讯作者)
发表日期	2017
ISSN	0196-2892
EISSN	1558-0644
起始页码	3558
结束页码	3571
卷号	55 期号:6
英文摘要	A fast parameterization scheme named SUNFLUX is first used in this paper to estimate instantaneous surface solar radiation (SSR) based on products from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor onboard both Terra and Aqua platforms. The scheme mainly takes into account the absorption and scattering processes due to clouds, aerosols, and gas in the atmosphere. The estimated instantaneous SSR is evaluated against surface observations obtained from seven stations of the surface radiation budget network (SURFRAD), four stations in the North China Plain (NCP) and 40 stations of the baseline surface radiation network (BSRN). The statistical results for evaluation against these three data sets show that the relative root-mean-square error (RMSE) values of SUNFLUX are less than 15%, 16%, and 17%, respectively. Daily SSR is derived through temporal upscaling from the MODIS-based instantaneous SSR estimates, and is validated against surface observations. The relative RMSE values for daily SSR estimates are about 16% at the seven SURFRAD stations, four NCP stations, 40 BSRN stations, and 90 China Meteorological Administration (CMA) radiation stations. The accuracy of the scheme is generally higher than those of previous algorithms, and thus can be potentially applied on geostationary satellites for mapping high-resolution SSR data in the future.
关键词	PHOTOSYNTHETICALLY ACTIVE RADIATION AEROSOL OPTICAL DEPTH SATELLITE DATA IRRADIANCE PREDICTIONS PRODUCTS CHINA CLOUD VALIDATION MODELS SCALE
英文关键词	Estimation; Moderate Resolution Imaging Spectroradiometer (MODIS); parameterization scheme; surface solar radiation (SSR)
语种	英语
WOS研究方向	Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号	WOS:000402063500038
来源期刊	IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
来源机构	中国科学院青藏高原研究所
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/258995
推荐引用方式 GB/T 7714	Tang, Wenjun,Yang, Kun,Sun, Zhian,et al. Global Performance of a Fast Parameterization Scheme for Estimating Surface Solar Radiation From MODIS Data[J]. 中国科学院青藏高原研究所,2017,55(6).
APA	Tang, Wenjun,Yang, Kun,Sun, Zhian,Qin, Jun,&Niu, Xiaolei.(2017).Global Performance of a Fast Parameterization Scheme for Estimating Surface Solar Radiation From MODIS Data.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING,55(6).
MLA	Tang, Wenjun,et al."Global Performance of a Fast Parameterization Scheme for Estimating Surface Solar Radiation From MODIS Data".IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 55.6(2017).