Adjacency preservation refers to maintaining the relative positioning of elements or data points during transformations or mappings, ensuring that neighboring elements remain neighbors. This is crucial in fields such as data visualization, geographic information systems, and network analysis, where spatial or relational integrity is essential for accurate interpretation and analysis.