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. 2026 Feb 10;16:8065. doi: 10.1038/s41598-026-39813-9

Table 9.

Comparison of key urban and Climatic characteristics between Nanchang and Singapore and implications for framework transferability.

Dimension Nanchang (China) Singapore Implications for framework transferability
Climate regime Subtropical monsoon climate with hot, humid summers Tropical rainforest climate with persistently high temperatures Core cooling processes (e.g., vegetation evapotranspiration and airflow-mediated heat dissipation) operate consistently across warm–humid climates, despite different thermal baselines
Urban density Medium–high density with extensive inland water bodies Extremely high density with limited land availability Spatial manifestations of cooling differ, but underlying physical processes (evapotranspiration, shading and advective cooling) remain comparable
Dominant cooling elements Large lakes, rivers, wetlands, horizontal green–blue corridors Urban parks, park connector network, vertical greenery The framework accommodates both horizontal and vertical cooling-source configurations by abstracting cooling elements as functionally equivalent network nodes.
Vegetation cooling mechanism Evapotranspiration and surface albedo effects dominate cooling Evapotranspiration combined with shading from multi-layer vegetation Vegetation-driven cooling remains the core mechanism, with structural complexity modulating cooling intensity rather than altering the mechanism itself
Network connectivity Lake–river systems and green corridors enabling lateral ventilation Island-wide park connectors linking parks and waterways Cooling effects can be conceptualised as spatially connected networks in both contexts, supporting network-based modelling approaches
Built environment interaction Surface composition and imperviousness strongly influence LST Building height and compact morphology enhance shading and modify airflow Built–natural interactions are city-specific, but interaction analysis captures how urban form mediates cooling effectiveness
Framework adaptation Emphasis on horizontal connectivity and water-based cold sources Greater emphasis on vertical greenery and compact urban form Framework requires context-sensitive parameterisation and representation, rather than structural modification
Overall transferability Empirically validated through spatial modelling in Nanchang Supported by mechanism-based evidence from the literature The framework demonstrates robust mechanistic transferability, suggesting applicability across high-density warm–humid urban contexts.

Note: Transferability here refers to the consistency of underlying cooling mechanisms and network logic, rather than the full re-implementation of the analytical workflow in Singapore.