Research has been conducted on the relationship between digital investment and environmental efficiency in chinese ports. Studies have examined the impact of digital infrastructure on energy and environmental efficiency, as well as the role of digital technologies in sustainable port development. The findings appear to be part of a broader exploration of the intersection of digital economy, green development, and environmental sustainability in china.