干旱区生态环境知识资源中心(Arid): Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images

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DOI	10.1016/j.apr.2019.01.015
	Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images
	Omari, Khalid 1; Abuelgasim, Abdelgadir 2; Alhebsi, Khawla 2
通讯作者	Abuelgasim, Abdelgadir
来源期刊	ATMOSPHERIC POLLUTION RESEARCH
ISSN	1309-1042
出版年	2019
卷号	10 期号:4 页码:1075-1083
英文摘要	Atmospheric aerosol optical depth (AOD) products based on orbiting satellites such the Moderate Resolution Imaging Spectroradiometer (MODIS), the Visible Infrared Imaging Radiometer Suite (VIIRS) and National Oceanic and Atmospheric Administration (NOAA)'s Geostationary Operational Environmental Satellite (GOES) Aerosol Smoke Products (GASP) can provide global and regional daily AOD distributions. Their application to air quality monitoring at local scales such as urban environments is rather limited due to their coarse spatial resolution. Recently, there has been a growing interest in retrieving AOD products based on high resolution optical imagery. The primary objectives of this research study are to assess AOD retrieval over urban city areas using high spatial resolution satellite imagery. With the assumption of Lambertian surface, the principle of AOD retrieval developed is based on the radiative transfer theory using Tanre Equation. To solve the radiative transfer equation, the study adopted the radiative transfer model Second Simulation of the Satellite Signal in the Solar Spectrum (6S) and constructed a Look-Up-Table (LUT) assuming a continental aerosol model. The land surface reflectance (LSR) over the entire study period using Landsat 8 OLI for the period 2016-2017 showed very little variability. The retrieval of AOD is performed by comparing measured and simulated TOA reflectance. The validation is performed using an AERONET Masdar Institute ground based site located within the study area and the 10 km resolution MODIS Collection (C6) Deep Blue AOD (MOD04) products. The validation shows that AOD retrieval approach yields a root mean square error (RMSE) of 0.04, a good correlation with an R-2 equivalent to 67% and that the 58% of the retrieved values fall within the expected error (EE). Also, results show that Landsat-OLI retrieval are better and less biased as compared to MOD04 AOD products and that the used approach can provide much more details compared to the 10 km Deep Blue MODIS AOD products.
英文关键词	Aerosol optical depth Air pollution Urban areas Arid and semi-arid regions
类型	Review
语种	英语
国家	Morocco ; U Arab Emirates
开放获取类型	hybrid
收录类别	SCI-E
WOS记录号	WOS:000472996900007
WOS关键词	REFLECTANCE ; ALGORITHM ; LAND ; SATELLITE ; PRODUCTS ; NETWORK
WOS类目	Environmental Sciences
WOS研究方向	Environmental Sciences & Ecology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/214521
作者单位	1.Mohammed V Univ, Fac Sci, Water Ctr, Geosci Water & Environm Lab, 4 Ibn Batouta Ave,BP 1014, Rabat, Morocco; 2.United Arab Emirates Univ, Dept Geog & Urban Planning, Natl Space Sci & Technol Ctr, Coll Humanities & Social Sci, Al Ain 15551, Abudhabi, U Arab Emirates
推荐引用方式 GB/T 7714	Omari, Khalid,Abuelgasim, Abdelgadir,Alhebsi, Khawla. Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images[J],2019,10(4):1075-1083.
APA	Omari, Khalid,Abuelgasim, Abdelgadir,&Alhebsi, Khawla.(2019).Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images.ATMOSPHERIC POLLUTION RESEARCH,10(4),1075-1083.
MLA	Omari, Khalid,et al."Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images".ATMOSPHERIC POLLUTION RESEARCH 10.4(2019):1075-1083.