From NASA’s Earth Observatory, a global (or at least oceanic) water vapor distribution map:
Dark blue areas have high levels of water vapor in the atmosphere. As expected, these areas are primarily over warm tropical oceans. This satellite-derived data is used to correct sea level information determined by radar from space.
I include it here because it is a cool map.
Grace and Peace