The data collected by NASA's Earth-observing satellites has far-reaching implications for agriculture, climate research, and policy-making. Farmers, for instance, use this data to monitor soil moisture, replacing traditional manual methods. However, the complexity of managing such a vast system-of-systems poses challenges, including technological uncertainties and resource constraints. Effective integration and visualization of this data are crucial to ensuring its accessibility and utility for diverse stakeholders.