The objective is to develop a capability for generating geo-specific, sensor-independent scenes for multimodal (RF and EO/IR) synthetic data generation by leveraging geo-spatial information, time-of-day, seasonal data, and measured databases, overcoming limitations in existing models and radiometric data.