干旱区生态环境知识资源中心(Arid): Aerosol Classification and Bias-Adjustment of Global Horizontal Irradiance for Middle East-North Africa Region

Arid

DOI	10.1063/5.0028544
	Aerosol Classification and Bias-Adjustment of Global Horizontal Irradiance for Middle East-North Africa Region
	Kazantzidis, Andreas; Salamalikis, Vasileios; Logothetis, Stavros-Andreas; Vamvakas, Ioannis
通讯作者	Kazantzidis, A (corresponding author), Univ Patras, Dept Phys, Lab Atmospher Phys, Patras, Greece.
会议名称	International Conference on Concentrating Solar Power and Chemical Energy Systems (SolarPACES)
会议日期	OCT 01-04, 2019
会议地点	Daegu, SOUTH KOREA
英文摘要	Aerosol optical properties are considered as the most significant atmospheric constituent that affects global horizontal irradiance (GHI) in arid and semi-arid areas, like Middle East-North Africa (MENA) region. We examine the different types of aerosol in MENA region and the distribution of GHI using satellite-derived inputs to an Radiative Transfer Model (RIM) and ground-based observations at two reference stations located in MENA region, Tamanrasset Algeria and Sede Boker, Israel. Regarding the aerosol clustering, coarse absorbing aerosols are mostly dominant in MENA sites covering a percentage of 99% and 55% respectively. The statistical verification of modeled GHI against ground-based observations, showed generally results. Two site-adaptation methods are applied for correcting the uncertainties delivered by the satellite-derived inputs and the GHI modeling process. Both methods eliminate the systematic errors providing MBE=0 and lower RMSE values. To combine site-adaptation with aerosol clustering results, an aerosol-conditioned linear correction is further performed. Sede Boker is used for the application of the methodology due to the more complicated aerosol pattern. According to results, RMSE is substantially improved. For the coarse absorbing cluster, RMSE value is 0.27 kWh/m(2), in contrast to 0.33 kWh/m(2) (RMSE independently of aerosol characterization). Similar RMSE pattern is found for the mixed aerosol cases.
来源出版物	INTERNATIONAL CONFERENCE ON CONCENTRATING SOLAR POWER AND CHEMICAL ENERGY SYSTEMS (SOLARPACES 2019)
ISSN	0094-243X
出版年	2020
卷号	2303
ISBN	978-0-7354-4037-1
出版者	AMER INST PHYSICS
类型	Proceedings Paper
语种	英语
开放获取类型	Bronze
收录类别	CPCI-S
WOS记录号	WOS:000679378800022
WOS关键词	RADIATIVE-TRANSFER ; SOLAR-RADIATION ; OPTICAL DEPTH ; NETWORK ; AERONET ; AOD
WOS类目	Energy & Fuels
WOS研究方向	Energy & Fuels
资源类型	会议论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/365507
作者单位	[Kazantzidis, Andreas; Salamalikis, Vasileios; Logothetis, Stavros-Andreas; Vamvakas, Ioannis] Univ Patras, Dept Phys, Lab Atmospher Phys, Patras, Greece
推荐引用方式 GB/T 7714	Kazantzidis, Andreas,Salamalikis, Vasileios,Logothetis, Stavros-Andreas,et al. Aerosol Classification and Bias-Adjustment of Global Horizontal Irradiance for Middle East-North Africa Region[C]:AMER INST PHYSICS,2020.