or the change in the spatio-temporal distribution of precipitation extremes between the period 1930-1970 and 1971-2017. These periods are selected based on the climate regime shift in the 1970s. A jump in the mean and 95 th percentile of the daily annual precipitation is also noticed over India in the decade of 1970-1980 (please refer to the detailed discussion in the supplementary document). During the study of future precipitation, the areas affected by ISM are included in the study domain. Future precipitation extremes are analyzed using 7 Coordinated Regional Climate Downscaling Experiment (CORDEX) simulations to investigate -whether the behavior of precipitation extremes (their magnitude and spatial pattern) will be similar and, if yes, then what the possible causes are. The details of CORDEX models used in this study are provided in Table S1 (supplementary document). Three characteristics of annual daily precipitation, namely mean precipitation, and threshold (cut-off) and mean precipitation for days with extreme precipitation, are analyzed for their spatio-temporal changes. Two different thresholds (i.e., 95 th and 99 th percentile; henceforth represented as P95 and P99 respectively) are selected to identify the days with extreme precipitation. The mean of extreme precipitation magnitude equal to or greater than P95 and P99, are denoted by M95 and M99, respectively. Further, the reasons for the changes in the aforementioned precipitation characteristics are investigated by analyzing the air temperature, moisture flux, and moisture convergence from the observed data and future CORDEX simulations.
Scientific RepoRtS |(2020) 10:6452 | https://doi.