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Blue-green spaces, heat stress, and health-supportive public-space use under urban stress: machine learning and SEM evidence from jogging flow in Fuzhou, China

Source: Frontiers - Health • Published: 16 Jun 2026, 00:00

Blue-green spaces, heat stress, and health-supportive public-space use under urban stress: machine learning and SEM evidence from jogging flow in Fuzhou, China

Assess how urban blue-green spaces and heat interact to influence jogging-based public space use using ML and SEM analyses.

Key Takeaways
  • Crowdsourced jogging data were analyzed with nine machine learning models and SEM
  • Distance to vegetation, green view, sky view, and land surface temperature predicted jogging flow
  • SEM showed green and blue spaces increased jogging flow while heat stress reduced it
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