Try Saving As in TIFF format. It is lossless, and includes the option to compress that is also lossless (LZW). You can also ZIP it externally, but won't gain much space. TIFF files take a lot of space, and require processor time to open and close, and are generally slower to work with. It's an old school format, not always universally compatible with newer apps, but YMMV.