Why are glass panels cleaned? Obviously because they get dirty. When vertically mounted glass becomes dirty, imagine what the effect will be on horizontally mounted glass. Glass solar modules become filthy due to rain, pollution, dust and pollen for example.

Not yet convinced? Have a look at the independent research and studies done by the university of Bern in Switzerland. PV study report