It's a mouthful, and that's why it's shortened to PAGASA. It literally means "Administration of Atmosphere, Geophysics and Astronomy".
However, when referring to the agency itself, people usually just say "PAGASA". It's like saying "NASA" instead of "National Aeronautics and Space Administration".