They are okay for snow depth, but not so much for official measurements of new snowfall since there's no way to automatically clear the board without moving parts (unless you want to invest in something really expensive). The NWS really tries to refrain from sensors with moving parts (hence the move to ultrasonic anemometers). Infrared sensors can struggle with depth measurements with sunshine, but that wouldn't be a huge issue while snow is falling. Ultrasonics aren't perfect either, especially with high ratio snows, although the technology has gotten better. But yeah, I think the clearing is the issue.