The reflectivity of snow depends to some extent on internal reflection within the snow.
Water has a higher absorbance for IR than for visible light. Now it depends to what extent the light is not only reflected by the snow crystals but also transmitted. The more bulk the snow particles get, the greater their filtration effect becomes.