The Middle East area is experiencing significant environmental challenges. Rising temperatures, decreasing water resources, and severe weather events pose critical threats to the communities and ecosystems of the region. To mitigate these challenges, researchers are exploring machine learning models for climate modeling. These algorithms can anal