Study of monthly mean daily diffuse and direct beam radiation estimation with MODIS atmospheric product

doi:10.1016/j.renene.2018.07.151

	Study of monthly mean daily diffuse and direct beam radiation estimation with MODIS atmospheric product
	Chen, Ji-Long1,2 ; He, Lei 3; Chen, Qiao1,2 ; Lv, Ming-Quan 1,2; Zhu, Hong-Lin1,2 ; Wen, Zhao-Fei1,2 ; Wu, Sheng-Jun1,2
刊名	RENEWABLE ENERGY
	2019-03-01
卷号	132 页码:221-232
关键词	Diffuse radiation Direct beam radiation Models MODIS
ISSN号	0960-1481
DOI	10.1016/j.renene.2018.07.151
通讯作者	Wu, Sheng-Jun(wsj@cigit.ac.cn)
英文摘要	Reliable diffuse and direct beam radiation data are critical for many scientific researches and engineering applications. While knowledge of radiation components is not sufficient due to the cost and maintenance and calibration of the measuring equipments. Exploring novel methods for estimating radiation components have therefore considerable significance. In this paper, twenty satellite-based models for estimating radiation components were developed using MOD08-M3 atmospheric product, and evaluated using measured radiation data at 15 sites across China. The best site-specific models for diffuse and direct beam radiation were proposed, with the average RMSE of 0.642 MJ m(-2) (9.299%), and 0.736 MJ m(-2)(10.69%), respectively. General models for radiation components were also recommended for widespread applications. The study provides a simple but efficient alternative to obtaining solar radiation components data at regional scale using MODIS satellite data. For other places of interest, the coefficients of the proposed models can be calibrated following the guidelines provided in this study with relative ease, making our models appropriate for widespread applications. (C) 2018 Elsevier Ltd. All rights reserved.
资助项目	Youth Innovation Promotion Association, China[2018417] ; Opening Fund of Key Laboratory of Poyang Lake Wetland and Watershed Research (Jiangxi Normal University), Ministry of Education, China[ZK2015001] ; Jiangxi Province Department of Education Science and technology research project, China[GJJ150306] ; National Natural Science Foundation of China, China[41501096]
WOS研究方向	Science & Technology - Other Topics ; Energy & Fuels
语种	英语
出版者	PERGAMON-ELSEVIER SCIENCE LTD
WOS记录号	WOS:000449892900019
内容类型	期刊论文
源URL	[http://119.78.100.138/handle/2HOD01W0/7038]
专题	中国科学院重庆绿色智能技术研究院
通讯作者	Wu, Sheng-Jun
作者单位	1.Chinese Acad Sci, Chongqing Inst Green & Intelligent Technol, Chongqing 401122, Peoples R China 2.Chinese Acad Sci, Key Lab Water Environm Reservoir Watershed, Chongqing 401122, Peoples R China 3.Jiangxi Normal Univ, Minist Educ, Key Lab Poyang Lake Wetland & Watershed Res, Nanchang 330000, Jiangxi, Peoples R China
推荐引用方式 GB/T 7714	Chen, Ji-Long,He, Lei,Chen, Qiao,et al. Study of monthly mean daily diffuse and direct beam radiation estimation with MODIS atmospheric product[J]. RENEWABLE ENERGY,2019,132:221-232.
APA	Chen, Ji-Long.,He, Lei.,Chen, Qiao.,Lv, Ming-Quan.,Zhu, Hong-Lin.,...&Wu, Sheng-Jun.(2019).Study of monthly mean daily diffuse and direct beam radiation estimation with MODIS atmospheric product.RENEWABLE ENERGY,132,221-232.
MLA	Chen, Ji-Long,et al."Study of monthly mean daily diffuse and direct beam radiation estimation with MODIS atmospheric product".RENEWABLE ENERGY 132(2019):221-232.