Plants live everywhere in our world. There are even tiny plants in Antarctica. So each group of plants living in a place has to adapt to the weather and soil around it.
The hardest conditions to adapt to are cold and drought, which is why plants growing in cold and dry places are mostly perennials that grow slowly.