• Extreme heat and humidity in Sapporo lead to a significant drop in the recreational value of urban green spaces.
• The study estimates an annual recreational value loss of USD 22.9 million under severe climate conditions.
• Water-play facilities and indoor spaces are crucial for mitigating the negative impacts of extreme heat on park visitation.