Sensor networks contribute to smart cities by providing real-time data about various aspects of urban life, such as traffic, energy use, and environmental conditions. This data supports better decision-making, optimizing resources and improving services like waste management and public transportation. Enhanced data collection helps city planners create more efficient, sustainable urban environments.