ZHOU Minqiang, WANG Yunlong, LIANG Hui, ZENG Tongyao, HUANG Wenjie, WANG Jianshun, HUANG Xiaodong
The Soumi Polar-orbiting Partnership (Soumi-NPP) satellites have served as replacement of Terra and Aqua satellites. The accuracy of its snow coverage products on the Qinghai-Tibet Plateau has not yet been evaluated. In this study, the meteorological station data and higher resolution data of Landsat-8 OLI are used to evaluate the accuracy of the Soumi-NPP and MODIS snow coverage product. The results show that the total accuracy of the three snow coverage products, NPP, MOD10A1 and MYD10A1, are all higher when the observation is using to verify, but the errors of the three snow coverage products are all large, and the omission error of MYD, 64.2%, is the largest. The snow classification accuracy of the three snow coverage products is low when the snow depth is lower than 5 cm, and the snow classification accuracy of NPP snow coverage product is the highest, which is 82.3% when the snow depth is greater than 5 cm, and those of MOD10A1 and MYD10A1 are 77.1% and 69.4%, respectively. The Kappa coefficient of Soumi-NPP snow coverage product is the highest, 0.707 in average, which is highly consistent with Landsat-8 OLI data. The Kappa coefficients of MOD10A1 and MYD10A1 are 0.476 and 0.557, respectively. The Kappa coefficients of the two MODIS snow coverage products have moderately consistency with that of Landsat-8 OLI data. The Kappa coefficients of Soumi-NPP are above 0.6 mostly, with the accuracy relatively stable, while the Kappa coefficient of the MODIS snow coverage fluctuates greatly, with poor accuracy stability. To sum up, compared with MODIS snow coverage product, the accuracy of Soumi-NPP snow coverage product has been greatly improved, which may be a better choice for accurately monitoring the snow-coverage of the Qinghai-Tibet Plateau.