Machine learning in modelling the urban thermal field variance index and assessing the impacts of urban land expansion on seasonal thermal environment
Topics
Thermal environment · UTFVI · Land surface temperature · Land surface temperature (LST) · Urban heat island (UHI) · UHI · Land use and land cover (LULC) · Land use and land cover (LULC) · Artificial neural network cellular automata · Artificial neural network cellular automata · whale optimization algorithm · WOA-LSTM · long short-term memory · Pearl River Delta region · Urban expansion · Thermal environment · Land use simulation/prediction · Sustainable urban development · thermal environment management · Urban heat mitigation
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Pepkio Research Index (PRI). Topics and Trends in Most Cited Land Use and Ecosystem Services Papers, Class of 2026. https://pri.pepkio.com/top-papers/land-use-and-ecosystem-services/2026. Accessed 2026-10-24. Methodology Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459

