Yes definitely. We also could also call them a 'plant lover' or describe someone as 'green-fingered'.

Yes, we also say "He has a green thumb", if they are talented at keeping the plants alive.

If someone is very talented with gardening, you usually say they have a "Green thumb."

Plant lover

It could be! A botanist, a horticulturist? A gardener?