Particle system, stretched billboard unexpected stretching on resolution?

As seen in the video, stretched billlboard unexpectedly squashes/stretches horizontally when I change game resolution on the go. Why is this happening and how to avoid it (make the stretched billboard appear the same in all resolutions)? Otherwise I don’t see how I can make sure the effect looks the same on all platforms?