Spatial visualization is the cognitive ability to manipulate, rotate, and transform objects in a three-dimensional space within one's mind, which is crucial for problem-solving in fields like engineering, architecture, and physics. It involves understanding the spatial relationships between objects and is essential for tasks ranging from navigating environments to interpreting complex data visualizations.