Modeling climatological phenomena is one of the most intriguing challenges faced by mankind; the results impact on the whole planet life. Most existing models and tools search for the explanation of these process dynamics and associated spatial and temporal evolution. This work targets a contribution to the modeling, analysis and understanding of climatological phenomena based on the Innovation concept. Instead of following the classical search for statistical behaviors, the aim is searching for the transient and the associated impacts. The Innovation concept is initially applied to the climatological phenomena, identifying its birth, location, duration and intensity. Next, global connections are identified, defining spatial and temporal propagations. Finally, global paths and corresponding variations in time are highlighted and used to explain global teleconnections between regions. The obtained results are promising, characterizing processes and corresponding evolution within a precision and efficiency not offered by existing models. Furthermore, uncovering the roots of global teleconnections permits a new class of tools for a more complete and deep understanding of the whole climatological environment.