Yu-Gi-Oh! » Rulings Q&A

Quick question: I can activate Lonefire blossom to tribute itself and special summon a plant monster from deck, even skill drain is active, right?

Yes, and it will resolve with effect.
Skill Drain only negate monster effects while the monster is face up on the field, as the card says.