Core Viewpoint - The Chinese Academy of Sciences has developed an innovative technology platform that integrates panoramic AI and multi-source mobile observation to accurately monitor urban road carbon emissions, referred to as "Fire Eye" [1][2]. Group 1: Technology Development - The research team has created a "panoramic AI carbon emission mobile observation platform" that combines various devices such as panoramic cameras and high-precision greenhouse gas analyzers to capture detailed environmental features and carbon emission data [2][3]. - The AI model used in this platform achieves an average accuracy of over 93% and an average error of less than 1.3 ppm in carbon dioxide concentration [2]. Group 2: Application and Impact - The "Fire Eye" technology successfully captures the dynamic changes in carbon emissions on urban roads, providing hourly data with a spatial resolution of 30 meters [3]. - The platform has been applied in Shenzhen in collaboration with the local ecological environment monitoring center, with plans for future expansion to other cities to assess the effectiveness of carbon reduction efforts [3]. Group 3: Future Prospects - This new technology offers innovative approaches for carbon emission calculation and monitoring, enhancing dynamic observation and source tracing capabilities, and can be integrated with traditional carbon emission inventories and satellite monitoring technologies [5].