A recent publication by Wang, Songsong and colleagues in Scientific Reports presents a novel loop multi-step ML regression model for forecasting mountain flood levels in small watersheds. Similar to updating weather forecasts in real time, this approach uses dynamic water level corrections, enhancing reliability for disaster preparedness through refined hydrological data analysis.