If you develop a rash after gardening, the first step is to wash the affected area with soap and water to remove any plant oils that may be causing the irritation. Applying a cool compress or taking an oatmeal bath can help relieve itching and inflammation. Over-the-counter hydrocortisone cream or calamine lotion can also provide relief from the rash.