The anticipated El Nino rains have become a topic of great interest and concern in recent years. As climate change continues to alter weather patterns worldwide, the El Nino Southern Oscillation phenomenon has gained attention due to its potential impacts on global climate extremes and ecosystem impacts(Mu et al., 2021). The El Nino-Southern Oscillation is a natural climate pattern characterized…