The PDO is characterized by shifts between warm (positive) and cool (negative) phases, typically lasting 20-30 years. Understanding the mechanisms behind these transitions has been a significant challenge in climate science. Traditionally, researchers have focused on factors like sea surface temperatures, wind patterns, and ocean currents as potential drivers. But recent analysis of historical…