Lobelia Care . Although Lobelia erinus is technically a tender perennial that may survive the winter in USDA zones 10-11, it is most often grown as an annual that is discarded at the end of its bloom time.Despite its compact, delicate appearance, lobelia does not require a lot of maintenance. It doesn't need to be deadheaded because the plant self-cleans its spent, small flowers.