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[中分辨率成像光谱仪(MODIS)C006气溶胶产品在京津冀地区典型环境区域的适用性]

[Applicability of MODIS C006 Aerosol Products in a Typical Environmental Area of the Beijing-Tianjin-Hebei Region].

作者信息

Wang Hai-Lin, Liu Qiong, Chen Yong-Hang, Sun Ran, Li Xia, Zhang Hua, Wei Gang, Hu Jun, Liu Tong-Qiang

机构信息

College of Environmental Science and Engineering, Donghua University, Shanghai 201620, China.

Institute of Desert Meteorology, China Meteorological Administration, Urumqi 830002, China.

出版信息

Huan Jing Ke Xue. 2019 Jan 8;40(1):44-54. doi: 10.13227/j.hjkx.201804155.

Abstract

By fitting with the aerosol optical depth (AOD) from AERONET ground observations at sites in Beijing, Xianghe, and Xinglong with different environmental backgrounds, MODIS C051 Dark Target (DT C051), C006 Dark Target (DT C006), C006 Deep Blue (DB C006), and C006 Deep Blue/Dark Target merged AOD products were compared and evaluated to understand their applicability in the Beijing-Tianjin-Hebei region. The main conclusions are as follows:① The comparison of the C051 and C006 algorithms shows that the accuracy of the AOD at the Beijing and Xianghe sites notably improved, while an improvement was not observed at the Xinglong site; the DB C006 AOD is closest to the AERONET AOD at the Beijing site and the DT C006 AOD is closest to the AERONET AOD at the Xianghe site; the combined C006 AOD is closest to the AERONET AOD at the Xinglong site. ② The inversion error of the MODIS DT C006 at the Beijing site is caused by the improper selection of the aerosol model and surface reflectance; the inversion error of the MODIS DB C006 is mainly due to surface reflectance in spring and the aerosol model in winter. ③ Compared with the DT C051 AOD, the effective data coverage of the DT C006 is reduced, but that of DB C006 and the combined C006 increased; the combined C006 AOD data have the largest coverage. The results show that the application of the combined AOD product is best for the Beijing-Tianjin-Hebei region.

摘要

通过将不同环境背景下北京、香河和兴隆站点的AERONET地面观测的气溶胶光学厚度(AOD)进行拟合,对MODIS C051暗目标(DT C051)、C006暗目标(DT C006)、C006深蓝(DB C006)以及C006深蓝/暗目标合并AOD产品进行了比较和评估,以了解它们在京津冀地区的适用性。主要结论如下:①C051和C006算法的比较表明,北京和香河站点的AOD精度显著提高,而兴隆站点未观察到精度提升;在北京站点DB C006 AOD最接近AERONET AOD,在香河站点DT C006 AOD最接近AERONET AOD;在兴隆站点合并的C006 AOD最接近AERONET AOD。②MODIS DT C006在北京站点的反演误差是由气溶胶模型和地表反射率选择不当导致的;MODIS DB C006的反演误差主要源于春季的地表反射率和冬季的气溶胶模型。③与DT C051 AOD相比,DT C006的有效数据覆盖率降低,但DB C006和合并的C006的有效数据覆盖率增加;合并的C006 AOD数据覆盖率最大。结果表明,合并AOD产品在京津冀地区的应用效果最佳。

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