Here you can open the particle foldout and change the Particle Type to Textured QuadPolygon. In the Texture section, also change the layer to Flake, then play through the timeline to check.

The texture of the snow isn’t really the point. It’s a long-running Portland joke. In February 2014, the metro area had ground to a halt once again due to snow on the valley floor.