研究目的
to perform a comprehensive validation of AHI AOD retrievals with ground measurements over China to evaluate the performance of AHI aerosol data and to make certain that the products are robust and meet the level of accuracy for aerosol monitoring.
研究成果
The AHI AOD retrievals show a high correlation with ground AOD but only 55% fall within the expected error envelops. The accuracy varies with AOD magnitude, aerosol type, and seasons. The AHI AOD generally catches the diurnal AOD variations well in summer. Large differences between AHI AOD and MODIS aerosol products are observed, especially in northwest China. The study highlights the need for improvements in aerosol models and surface reflectance estimation in the AHI aerosol retrieval algorithm.
研究不足
The uncertainties of AHI aerosol retrievals are induced by large errors of aerosol models and surface reflectance estimation in the algorithm. The accuracy of AHI AOD is highly dependent on seasons and surface land cover types.