Ground-based sensors are devices located on or near the Earth's surface, used to collect data about environmental conditions, atmospheric phenomena, or terrestrial and marine ecosystems. They play a critical role in monitoring weather, natural disasters, and other geophysical processes, providing essential data for scientific research and decision-making in various fields.