Intercomparison of satellite dust retrieval products over the west African Sahara during the Fennec campaign in June 2011

被引:50
作者
Banks, J. R. [1 ]
Brindley, H. E. [1 ]
Flamant, C. [2 ]
Garay, M. J. [3 ]
Hsu, N. C. [4 ]
Kalashnikov, O. V. [3 ]
Klueser, L. [5 ]
Sayer, A. M. [4 ,6 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Space & Atmospher Phys Grp, London SW7 2BW, England
[2] CNRS, UMR 8190, Lab Atmospheres, Paris, France
[3] CALTECH, Jet Prop Lab, Pasadena, CA USA
[4] NASA Goddard Space Flight Ctr, Greenbelt, MD USA
[5] German Remote Sensing Datactr DFD, German Aerosp Ctr DLR, D-82334 Wessling, Germany
[6] Univ Space Res Assoc, Goddard Earth Sci Technol & Res GESTAR, Columbia, MD USA
基金
英国自然环境研究理事会; 美国国家航空航天局;
关键词
Remote sensing of dust; Satellite retrieval intercomparisons; Aerosol optical depth; Fennec; OPTICAL DEPTH RETRIEVALS; MINERAL DUST; AEROSOL PROPERTIES; MISR AEROSOL; NORTH-AFRICA; DESERT; AERONET; LAND; VARIABILITY; INSTRUMENT;
D O I
10.1016/j.rse.2013.05.003
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Four aerosol optical depth retrieval algorithms over the Sahara Desert during June 2011 from the IASI, MISR,. MODIS, and SEVIRI satellite instruments are compared against each other in order to understand the strengths and weaknesses of each retrieval approach. Particular attention is paid to the effects of meteorological conditions, land surface properties, and the magnitude of the dust loading. The period of study corresponds to the time of the first Fennec intensive measurement campaign, which provides new ground-based and aircraft measurements of the dust characteristics and loading. Validation using ground-based AERONET sunphotometer data indicates that of the satellite products, the SEVIRI retrieval is most able to retrieve dust during optically thick dust events, whereas IASI and MODIS perform better at low dust loadings. This may significantly affect observations of dust emission and the mean dust climatology. MISR and MODIS are least sensitive to variations in meteorological conditions, while SEVIRI tends to overestimate the aerosol optical depth (AOD) under moist conditions (with a bias against AERONET of 0.31), especially at low dust loadings where the AOD < 1. Further comparisons are made with airborne LIDAR measurements taken during the Fennec campaign, which provide further evidence for the inferences made from the AERONET comparisons. The effect of surface properties on the retrievals is also investigated. Over elevated surfaces IASI retrieves AODs which are most consistent with AERONET observations, while the AODs retrieved by MODIS tend to be biased low. In contrast, over the least emissive surfaces IASI significantly underestimates the AOD (with a bias of -0.41), while MISR and SEVIRI show closest agreement. (C) 2013 The Authors. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:99 / 116
页数:18
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