![]() The meaning-dependence framework builds on existing research to account for the multiple ways meanings inform human connections to a place.Way of life emerged as a central meaning for understanding sense of place on private lands. Across analyses, experiential meanings reflecting personal psychological connections to one's land were the predominant drivers of landowners' place attachment. ![]() Place meanings explained a large amount of variation in place attachment and were characterized by intercorrelations and interactions.We employed complementary analytical methods: correlation analysis, ordinary least squares regression, and machine learning through a regression tree and random forest. Using a mail survey, we explored the structure of sense of place based on the relationship between place meanings and place attachment.We applied this framework to private landowners in the Southern Great Plains of the United States, a working landscape experiencing ecological transformation from grasslands to degraded woodlands.We introduce the meaning-dependence framework to account for the broad array of person–place connections within social–ecological landscapes.Sense of place holds promise to understand how people perceive and respond to social and ecological change however, using this concept to explore vulnerability and adaptation first depends on identifying the multiple ways people define their relationship with a place.
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