Considering the cloud cover and the strong striping noise in the scenes, we developed CESTARFM (Customized Enhanced Spatial and Temporal Adaptive Reflectance Fusion Model) to improve the method by adding temporal weight interpolation of coarse resolution images before the first step of the ESTARFM (Michishita et al., 2015, 2012).