Yes, you can. When combined with a small quantity of warm water, liquid dish soap (ammonia-free) is harmless for use on your deck. Blend your ingredients and swab it over your deck before rinsing it clean with water. Wood decks may be cleaned with oxygen bleach or powdered oxygen laundry detergent, which are both safe for use on wood decks and useful in removing mold or spores.