I grew them once here ( I think our climates are similar), and did the same thing as when sowing P. rhoeas, direct sowed early, I think March. They didn't reseed though, and I didn't try them again, but they were really pretty that year.
"...and don't think the garden loses its ecstasy in winter. It's quiet, but the roots are down there riotous." Rumi