Possible Clues:

• University breaking record for a regular publication
• Like some plants and physicals
• Void filled by a plant
• Yearly warning unable to be ignored on regular basis
• Any plant that lives and dies within a year
• Like income tax returns
• Single-season bloom
• Yearly-published book
• Like most holidays
• Crabgrass, e.g