SatFusion is a newly proposed framework aimed at enhancing satellite Internet of Things (IoT) images by integrating multi-temporal and multi-source data. This approach addresses existing limitations in current image processing methods by ensuring that valuable information from diverse sources is effectively utilized to improve image quality. The framework combines data collected over different times and from various sensors, enabling a more comprehensive and accurate representation of satellite imagery. According to the developers, SatFusion demonstrates positive effectiveness in enhancing image clarity and detail. This innovation is particularly relevant as the digital landscape continues to evolve, requiring more sophisticated techniques to manage and interpret satellite data. The framework’s design reflects a growing trend toward unified data fusion methods in remote sensing applications. Overall, SatFusion represents a significant step forward in satellite IoT image enhancement by leveraging multi-temporal and multi-source fusion strategies.