While Colombia is located in a Tropical area, there are no seasons as we know in the Northern hemisphere. Weather is relatively stable throughout the year and there are two main seasons: dry and rainy. There are different biodiverse areas with drastic weather conditions. Therefore, the most accurate predictor of weather patterns actually relates to the altitude level.
So far, you have to think about where to go.

