Cedar Fever Cedar fever is an allergic reaction to pollen from mountain cedar trees (also known as juniper trees). It causes symptoms like stuffy nose, coughing and itchy eyes in states like Texas and Oklahoma. Unlike most allergies that happen in spring, cedar fever occurs in the winter months. Allergy medications can help you manage your symptoms.