Climatic zones, representing seasonal variations in temperature (T) and precipitation (P), are generally mapped geographically using discrete classifications with distinct boundaries. However, it is well known that global T P vary continuously space time steep gradients occurring infrequently. The objective of this analysis to use complementary forms dimensionality reduction quantify the spatio...