Spatial analysis of family forest landownership in the southern United States

•Spatial analysis of region-wide forest ownership survey data was conducted.•Spatial association was significant in variables of motivation and management.•Clusters were visualized in maps to show their extent and location within the region.•Implications in conservation, forestry outreach, and education are discussed.