Arid
DOI10.3390/rs9121230
Using Copernicus Atmosphere Monitoring Service Products to Constrain the Aerosol Type in the Atmospheric Correction Processor MAJA
Rouquie, Bastien1; Hagolle, Olivier1; Breon, Francois-Marie2; Boucher, Olivier3; Desjardins, Camille4; Remy, Samuel3
通讯作者Rouquie, Bastien ; Hagolle, Olivier
来源期刊REMOTE SENSING
ISSN2072-4292
出版年2017
卷号9期号:12
英文摘要

The quantitative use of space-based optical imagery requires atmospheric correction to separate the contributions from the surface and the atmosphere. The MACCS (Multi-sensor Atmospheric Correction and Cloud Screening)-ATCOR (Atmospheric and Topographic Correction) Joint Algorithm, called MAJA, is a numerical tool designed to perform cloud detection and atmospheric correction. For the correction of aerosols effects, MAJA makes an estimate of the aerosol optical thickness (AOT) based on multi-temporal and multi-spectral criteria, but there is insufficient information to infer the aerosol type. The current operational version of MAJA uses an aerosol type which is constant with time, and this assumption impacts the quality of the atmospheric correction. In this study, we assess the potential of using an aerosol type derived from the Copernicus Atmosphere Monitoring Service (CAMS) operational analysis. The performances, with and without the CAMS information, are evaluated. Firstly, in terms of the aerosol optical thickness retrievals, a comparison against sunphotometer measurements over several sites indicates an improvement over arid sites, with a root-mean-square error (RMSE) reduced by 28% (from 0.095 to 0.068), although there is a slight degradation over vegetated sites (RMSE increased by 13%, from 0.054 to 0.061). Secondly, a direct validation of the retrieved surface reflectances at the La Crau station (France) indicates a reduction of the relative bias by 2.5% on average over the spectral bands. Thirdly, based on the assumption that surface reflectances vary slowly with time, a noise criterion was set up, exhibiting no improvement over the spectral bands and the validation sites when using CAMS data, partly explained by a slight increase in the surface reflectances themselves. Finally, the new method presented in this study provides a better way of using the MAJA processor in an operational environment because the aerosol type used for the correction is automatically inferred from CAMS data, and is no longer a parameter to be defined in advance.


英文关键词remote sensing atmospheric correction time series aerosols surface reflectance Sentinel-2 CAMS MACCS MAJA
类型Article
语种英语
国家France
收录类别SCI-E
WOS记录号WOS:000419235700026
WOS关键词OPTICAL-PROPERTIES ; CORRECTION ALGORITHM ; SOLAR SPECTRUM ; LANDSAT ; MODEL ; SCATTERING ; AERONET ; REFLECTANCE ; VALIDATION ; FORMOSAT-2
WOS类目Remote Sensing
WOS研究方向Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/201980
作者单位1.Univ Toulouse, Ctr Etud Spatiales Biosphere, CESBIO, CNES,CNRS,IRD,UPS, 18 Ave Edouard Belin, F-31401 Toulouse 9, France;
2.UVSQ, CEA, CNRS, Lab Sci Climat & Environm, F-91191 Gif Sur Yvette, France;
3.Univ Paris 06, Inst Pierre Simon Laplace, CNRS, 4 Pl Jussieu, F-75252 Paris 5, France;
4.Ctr Natl Etud Spatiales, 18 Ave Edouard Belin, F-31401 Toulouse 9, France
推荐引用方式
GB/T 7714
Rouquie, Bastien,Hagolle, Olivier,Breon, Francois-Marie,et al. Using Copernicus Atmosphere Monitoring Service Products to Constrain the Aerosol Type in the Atmospheric Correction Processor MAJA[J],2017,9(12).
APA Rouquie, Bastien,Hagolle, Olivier,Breon, Francois-Marie,Boucher, Olivier,Desjardins, Camille,&Remy, Samuel.(2017).Using Copernicus Atmosphere Monitoring Service Products to Constrain the Aerosol Type in the Atmospheric Correction Processor MAJA.REMOTE SENSING,9(12).
MLA Rouquie, Bastien,et al."Using Copernicus Atmosphere Monitoring Service Products to Constrain the Aerosol Type in the Atmospheric Correction Processor MAJA".REMOTE SENSING 9.12(2017).
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