Arid
DOI10.3390/atmos7100134
Retrieval of Aerosol Optical Depth over Arid Areas from MODIS Data
Tian, Xin-peng1; Sun, Lin2
通讯作者Sun, Lin
来源期刊ATMOSPHERE
ISSN2073-4433
出版年2016
卷号7期号:10
英文摘要

Moderate Resolution Imaging Spectroradiometer (MODIS) data have been widely applied for the remote sensing of aerosol optical depth (AOD) because the MODIS sensor features a short revisit period and a moderate spatial resolution. The Dense Dark Vegetation (DDV) method is the most popular retrieval method. However, the DDV method can only be used to retrieve the AOD with high precision when the surface reflectance in the visible spectrum is low, such as over dense vegetation or water. To obtain precise AOD values in areas with higher reflectance, such as arid areas, Land Surface Reflectance (LSR) must be estimated accurately. This paper proposes a method of estimating LSR for AOD retrieval over arid areas from long-term series of MODIS images. According to the atmospheric parameters (AOD and water vapor), the clearest image without clouds was selected from the long-term series of continuous MODIS images. Atmospheric correction was conducted based on similar ground-measured atmospheric parameters and was used to estimate the LSR and retrieve the AOD at adjacent times. To validate this method, aerosol inversion experiments were performed in northern Xinjiang, in which the inverted AOD was compared to ground-measured AOD and MODIS aerosol products (MOD04). The AOD retrieved using the new algorithm was highly consistent with the AOD derived from ground-based measurements, with a correlation coefficient of 0.84. Additionally, 82.22% of the points fell within the expected error defined by NASA. The precision of the retrieved AOD data was better than that of MOD04 AOD products over arid areas.


英文关键词arid areas aerosol optical depth MODIS atmospheric correction
类型Article
语种英语
国家Peoples R China
收录类别SCI-E
WOS记录号WOS:000388284600013
WOS关键词AVHRR DATA ; ALGORITHM ; LAND ; PARAMETERS ; THICKNESS ; PRODUCTS
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
来源机构北京师范大学
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/191551
作者单位1.Beijing Normal Univ, Coll Global Change & Earth Syst Sci, Beijing 100875, Peoples R China;
2.Shandong Univ Sci & Technol, Geomat Coll, Qingdao 266590, Peoples R China
推荐引用方式
GB/T 7714
Tian, Xin-peng,Sun, Lin. Retrieval of Aerosol Optical Depth over Arid Areas from MODIS Data[J]. 北京师范大学,2016,7(10).
APA Tian, Xin-peng,&Sun, Lin.(2016).Retrieval of Aerosol Optical Depth over Arid Areas from MODIS Data.ATMOSPHERE,7(10).
MLA Tian, Xin-peng,et al."Retrieval of Aerosol Optical Depth over Arid Areas from MODIS Data".ATMOSPHERE 7.10(2016).
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