Phuket Airport is located at the north of the island, and drive to The Rosewood is 1-1.5 hours.
We would recommend organising a hotel pick up and drop off. It is often included in your booking package, but if it is not, it will cost around $50 - 100 AUD to get a van each way. You should be able to book it online with your hotel.