the Automated Surface Observing System, which replaced manual weather observations; the Next Generation Weather Radar, a network of advanced Doppler radars that contributed to increased lead times in predicting severe weather events, such as tornadoes, hail, and flash floods; a new series of satellites that provided improved, all-weather data for longer-term forecasting; advanced computer systems