Based on your description, it sounds like you have encountered a plant called the sunflower (genus Helianthus). Sunflowers are known for their tall brown stalks (stems) and large, flat, disk-shaped green structures on top called inflorescences or flowerheads. These flowerheads consist of numerous individual flowers arranged in a spiral pattern and surrounded by bright yellow petals, which give the sunflower its iconic appearance.