The primary influence of altitude on vegetation patterns is the variation in climate, such as temperature, moisture, and light levels. As altitude increases, temperatures typically decrease, affecting the types of plants that can thrive in such environments. Different elevation zones host distinct vegetation, ranging from tropical forests at lower altitudes to alpine tundra at higher elevations. This vertical zonation contributes to unique ecosystems and rich biodiversity, highlighting the importance of altitude in shaping ecological communities.