You will only need to sand the deck if it rough or splintery. It is important not to over sand the wood.You can use a roller to apply, however this product is thin and tends to fling if you roll too fast.You might consider applying the stain to the wood using a pump-up garden sprayer and then laying it out with a stain pad applicator on a pole.