Published: Jan. 1, 2024
Language: Английский
Published: Jan. 1, 2024
Language: Английский
Land, Journal Year: 2025, Volume and Issue: 14(4), P. 888 - 888
Published: April 17, 2025
CO2 is the primary contributor to global warming, and also most significant anthropogenic emission gas in cities. This study investigates near-surface spatiotemporal variability patterns at community scale address critical gap urban high-resolution measurement promote carbon neutrality. Combining fixed mobile monitoring across five representative communities (1-km2 coverage) with two-hour temporal precision 20 m spatial resolution, results revealed average concentrations of 440–480 ppm, exhibiting bimodal diurnal cycles highlighting divergent behaviors. Three peaked during 17:00–19:00 LT, while two 08:00–10:00 LT. Spatial correlation analysis identified dominant patterns: road-adjacent “externally dominated” hotspots “internally zones elevated intra-community levels. Spearman analysis, Random Forest, Geographically Temporally Weighted Regression models quantified morphology element contributions, demonstrating that building exerted time-varying impacts communities. Meanwhile, external traffic contributed 18–39% concentration variability, internal energy consumption drove localized peaks. The findings indicated apart from sources, micro-scale design elements regulate distribution. approach provides actionable insights for optimizing layouts infrastructure mitigate emissions, advancing neutrality targeted planning.
Language: Английский
Citations
0Sustainable Cities and Society, Journal Year: 2025, Volume and Issue: unknown, P. 106393 - 106393
Published: April 1, 2025
Language: Английский
Citations
0Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 113110 - 113110
Published: May 1, 2025
Language: Английский
Citations
0Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: unknown, P. 106073 - 106073
Published: Dec. 1, 2024
Language: Английский
Citations
2Energy and Buildings, Journal Year: 2024, Volume and Issue: unknown, P. 115214 - 115214
Published: Dec. 1, 2024
Language: Английский
Citations
1Published: Jan. 1, 2024
Language: Английский
Citations
0