Spatiotemporal Assessment and Monitoring of Urban Heat Islands in Metropolitan Areas Using Machine Learning and Downscaling DOI
Rafael João Sampaio, Daniel Andrés Rodríguez, Rogério Pinto Espíndola

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106365 - 106365

Published: April 1, 2025

Language: Английский

Thermal Mitigation in Coastal Cities: Marine and Urban Morphology Effects on Land Surface Temperature in Xiamen DOI Creative Commons
Tingting Hong, Xiaohui Huang, Qinfei Lv

et al.

Buildings, Journal Year: 2025, Volume and Issue: 15(7), P. 1170 - 1170

Published: April 2, 2025

Amidst the rapid global urbanization and economic integration, coastal cities have undergone significant changes in urban spatial patterns. These further worsened complex thermal environment, making it crucial to study interaction between human-driven development natural climate systems. To address insufficient quantification of marine elements planning subtropical zones, this takes Xiamen, a typical deep-water port city, as an example construct analysis framework integrating boundary layer parameters. This research employs interpolation simulation, atmospheric correction, other techniques simulate inversion land use Landsat 8 data, deriving morphological Land Surface Temperature (LST) data. data were then assigned 500 m grids for analysis. A bivariate auto-correlation model was applied examine relationship carbon emission LST. The area categorized based on influence factors, relationships LST analyzed using multiscale geographically weighted regression model. Three Xiamen-specific discoveries emerged: (1) exerts mitigation effect with average range 7.94 km; (2) morphology environment exhibits notable heterogeneity across different regions; (3) mitigate environments, connected green corridors should be established southern areas outer districts regions significantly influenced by ocean. In less influence, complexity introduced disrupting relatively intact blue–green spaces, while unaffected ocean focus increasing spaces reducing impervious surfaces water bodies. findings directly inform Xiamen’s 2035 Master Plan combating heat island effects special providing transferable metrics similar maritime cities.

Language: Английский

Citations

0

Spatiotemporal Assessment and Monitoring of Urban Heat Islands in Metropolitan Areas Using Machine Learning and Downscaling DOI
Rafael João Sampaio, Daniel Andrés Rodríguez, Rogério Pinto Espíndola

et al.

Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106365 - 106365

Published: April 1, 2025

Language: Английский

Citations

0