@beaverbanker
In the FAQ you can read
“ New snow: Total snow accumulation in the next hours or days. To estimate the depth of snow, we use the ratio: 1mm of rain = 1cm of snow.”
For instance the ECMWF model is giving the snowfall as water equivalent.
https://codes.ecmwf.int/grib/param-db/144