Sometimes precipitation and evaporation combine; when raindrops fall through hot, dry air, they sometimes evaporate before reaching the ground. Such evaporating rain is called "virga". Much of the rain in this photo is virga.
Image courtesy of the University Corporation for Atmospheric Research; photo by Carlye Calvin.