Spatial panel data combines spatial econometrics and panel data analysis to account for both spatial dependence and temporal dynamics in data across multiple entities over time. This approach is crucial for accurately modeling phenomena where spatial interactions and temporal changes are interlinked, such as regional economic growth or environmental studies.