The monsoon low pressure trough, which drives rainfall during the advancing monsoon season, significantly weakens during the retreating monsoon season (October-November). As the monsoon withdraws, the pressure gradient that sustains the trough diminishes, leading to reduced rainfall intensity and coverage.