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The remote sensing applications require superior of spatial resolution because of the cloud interference and the low temporal resolution. To solve this issue, a novel image fusion system is been proposed in view of a multi-resolution and spatially synthesized. The principle goal of this study is to create Landsat-like engineered information with the fine spatial resolution of Landsat Enhanced Thematic Mapper plus (Landsat ETM+) information and the high fleeting determination of Moderate Resolution Imaging Spectra radiometer (MODIS) information. For the usage of the above approach, we utilized a strategy CSSTARFM (Clustering spectra spatial temporal and spatial reflectance fusion model) in which linear-regression technique was utilized to evaluate the various impacts in sensor frameworks. To alter the spatial variation in surface reflectance a weighted linear blended model was used. The proposed procedure …