Publications

Ge, BY; Li, ZQ; Liu, L; Yang, LK; Chen, XF; Hou, WZ; Zhang, Y; Li, DH; Li, L; Qie, LL (2019). A Dark Target Method for Himawari-8/AHI Aerosol Retrieval: Application and Validation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 57(1), 381-394.

Abstract
Himawari-8 (H8), as a geostationary satellite, observing the full disk image of the earth per 10 min, is a very powerful tool to investigate atmospheric aerosol temporal variations. The advanced himawari imager (AHI) onboard H8 has several spectral bands similar with those of Moderate Resolution Imaging Spectroradiometer (MODIS). Aerosol optical depth (AOD) is thus possible to be retrieved from AHI data using the dark target (DT) method of MODIS. Based on a statistics study of infrared bands of these two satellite instruments, we found that the difference of shortwave infrared hands between AHI (2.3 mu m) and MODIS (2.12 mu m) in DT area can be ignored for our purpose. Meanwhile, for AHI sensor, the normalized difference vegetation index (NDVI) calculated from 0.86 mu m (instead of traditional 1.24 mu m) and 2.3 mu m can also be a good indicator of surface spectral reflectance. Therefore, first, a new NDVI of AHI sensor is proposed in this paper to improve the estimation of surface reflectance based on DT retrieval method. Then, AOD over DT area was retrieved using a lookup table strategy and tested based on AHI observation over China region from August 2015 to July 2016. All retrieved results are validated against ground-based measurements of the aerosol robotic network and the sun-sky radiometer observation network. The coincident AOD results between AHI retrieval- and ground-based network measurements show good agreements with R-2 of 0.81. The intercomparison between AHI and MODIS DT AOD products also shows a good agreement with R-2 of 0.92.

DOI:
10.1109/TGRS.2018.2854743

ISSN:
0196-2892