Can parsley grow in zone 10 during wintertime?

I’ve planted two cultivars of Parsley (common and curly leaf) as well as chervil in my garden and after 2 months only 2 of the dozens of seeds (all curly leaf) have germinated.

Am I doing something wrong? I know it’s winter ATM but we never get frost (or even close).