Cold-induced precipitation occurs when moist air is cooled to its dew point, leading to the condensation of water vapor into liquid droplets or ice crystals, which then fall as rain, snow, sleet, or hail. This process is fundamental to the water cycle and significantly influences weather patterns and climate systems.