Natural ventilation in buildings is important for reducing carbon emissions and improving human health. Researchers have reviewed studies on single-sided natural ventilation, which is a good option for buildings in cities with limited wind flow. They found that a new ventilation method called "pumping ventilation" shows promise. This review shows that single-sided ventilation is gaining attention from researchers. Future studies should combine different methods and technologies to improve predictions for single-sided ventilation in urban buildings.