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A common data environment (CDE) is crucial for optimizing collaborative workflows and ensuring data consistency. The CDE is a centralized platform that promotes unified data management and provides stakeholders with real-time access to the most accurate spatial information. This streamlined approach enhances collaboration, minimizes errors, and boosts overall efficiency throughout various phases of transportation projects. Most transportation infrastructure project data has a geographic component, meaning it has an implicit or explicit association with a location relative to the Earth. This allows combining a project’s geospatial data with attribute characteristics and temporal information. Location data can be static or dynamic, with several geospatial sensors and computing software that can calculate and monitor positions. A CDE integrates large sets of spatial data from diverse sources in varying formats, including imagery, lidar/point clouds, weather data, cellular data, traffic data, census data, and social media data. Designers can then create adaptable and responsive infrastructure by incorporating live traffic data, weather information, and other dynamic factors. This real-time integration allows for the development of ‘smart’ transportation systems that can adjust to changing conditions and optimize performance continually.











