The main motivation of this comprehensive study is to understand climatological and fluctuation features of the extreme rainfall events (EREs) considering
detailed account of spatial variability of rainfall occurrences. Experiences suggest that the EREs are embedded in the large-scale, long period intense rainfall activities during the summer monsoon period.