Nanomaterials like carbon nanotubes, graphene, and metal nanoparticles can significantly improve the performance of sensors. These materials provide a large surface area for interactions with contaminants, leading to enhanced sensitivity. For instance, sensors made from graphene can detect pollutants at parts-per-billion levels, making them highly effective for real-time monitoring of water quality.