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This paper used the Theory of Planned Behavior ((TPB) and Norm Activation Model (NAM) to construct a theoretical framework of low-carbon tourism behavior intention influencing factors. The results showed that attitude is the strongest influencing factor, tourists’ participation in low-carbon tourism attitude is affected by their emotions and ecological value related to humanistic harmony, and the new ecological paradigm and time-saving also have a significant impact on behavioral intention, but the effect of money-saving factors is not significant. The comprehensive model developed in this study can predict the intention of tourists’ low-carbon tourism behavior and help relevant departments put forward countermeasures and suggestions combined with the research conclusions.