Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models
Abstract We identified a set of bias-corrected and downscaled Coupled Model Intercomparison Project 6 (CMIP6) models capable of accurately simulating the observed mean Indian summer monsoon rainfall, extreme rain events (EREs) and their respective interannual variability. The future changes in EREs...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-01-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-87949-x |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832571686601359360 |
|---|---|
| author | Stella Jes Varghese Sreenivas Pentakota Pushpalatha Thadivalasa Gopikrishna Podapati Karumuri Ashok |
| author_facet | Stella Jes Varghese Sreenivas Pentakota Pushpalatha Thadivalasa Gopikrishna Podapati Karumuri Ashok |
| author_sort | Stella Jes Varghese |
| collection | DOAJ |
| description | Abstract We identified a set of bias-corrected and downscaled Coupled Model Intercomparison Project 6 (CMIP6) models capable of accurately simulating the observed mean Indian summer monsoon rainfall, extreme rain events (EREs) and their respective interannual variability. The future changes in EREs projected by these models for four climate change scenarios—Shared Socioeconomic Pathways (SSPs), 1–2.6, 2–4.5, 3–7.0 and 5–8.5 were estimated using percentile thresholds. Under the highest emission scenario, SSP5-8.5, at the end of the century, summer monsoon season total rainfall exhibits a 1.1-fold increase, while extreme rainfall intensity demonstrates a more substantial rise of 1.3-fold. The spatial variability of seasonal total rainfall increases by 1.2-fold compared to the baseline period, with an even more pronounced 2.1-fold increase in the spatial variability of extreme rainfall (R99p). These findings underscore the significant amplification of rainfall variability and intensity under the most extreme climate scenario. The intensity and frequency of very extreme rainfall events (vEREs) were also found to increase, though with a substantial inter-model spread. Under SSP5-8.5, extreme rainfall intensity scales with temperature at 1.5 to 2 times the Clausius-Clapeyron (CC) rate. While mid-century scenarios show minimal variations in extreme rainfall intensity from the historical period, end-century projections reveal significant shifts; an increase in north India and a decrease in south India due to cloud-induced cooling effects. |
| format | Article |
| id | doaj-art-d80c3fe6d542493bb6826b7755b1511c |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-d80c3fe6d542493bb6826b7755b1511c2025-02-02T12:24:33ZengNature PortfolioScientific Reports2045-23222025-01-0115111310.1038/s41598-025-87949-xChanges in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 modelsStella Jes Varghese0Sreenivas Pentakota1Pushpalatha Thadivalasa2Gopikrishna Podapati3Karumuri Ashok4Centre for Earth, Ocean and Atmospheric Sciences, School of Physics, University of HyderabadCentre for Earth, Ocean and Atmospheric Sciences, School of Physics, University of HyderabadCentre for Earth, Ocean and Atmospheric Sciences, School of Physics, University of HyderabadCentre for Earth, Ocean and Atmospheric Sciences, School of Physics, University of HyderabadCentre for Earth, Ocean and Atmospheric Sciences, School of Physics, University of HyderabadAbstract We identified a set of bias-corrected and downscaled Coupled Model Intercomparison Project 6 (CMIP6) models capable of accurately simulating the observed mean Indian summer monsoon rainfall, extreme rain events (EREs) and their respective interannual variability. The future changes in EREs projected by these models for four climate change scenarios—Shared Socioeconomic Pathways (SSPs), 1–2.6, 2–4.5, 3–7.0 and 5–8.5 were estimated using percentile thresholds. Under the highest emission scenario, SSP5-8.5, at the end of the century, summer monsoon season total rainfall exhibits a 1.1-fold increase, while extreme rainfall intensity demonstrates a more substantial rise of 1.3-fold. The spatial variability of seasonal total rainfall increases by 1.2-fold compared to the baseline period, with an even more pronounced 2.1-fold increase in the spatial variability of extreme rainfall (R99p). These findings underscore the significant amplification of rainfall variability and intensity under the most extreme climate scenario. The intensity and frequency of very extreme rainfall events (vEREs) were also found to increase, though with a substantial inter-model spread. Under SSP5-8.5, extreme rainfall intensity scales with temperature at 1.5 to 2 times the Clausius-Clapeyron (CC) rate. While mid-century scenarios show minimal variations in extreme rainfall intensity from the historical period, end-century projections reveal significant shifts; an increase in north India and a decrease in south India due to cloud-induced cooling effects.https://doi.org/10.1038/s41598-025-87949-xIndian summer monsoonExtreme rainfall eventsShared socioeconomic pathwaysNEX-GDDP-CMIP6 models |
| spellingShingle | Stella Jes Varghese Sreenivas Pentakota Pushpalatha Thadivalasa Gopikrishna Podapati Karumuri Ashok Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models Scientific Reports Indian summer monsoon Extreme rainfall events Shared socioeconomic pathways NEX-GDDP-CMIP6 models |
| title | Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models |
| title_full | Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models |
| title_fullStr | Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models |
| title_full_unstemmed | Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models |
| title_short | Changes in physical characteristics of extreme rainfall events during the Indian summer monsoon based on downscaled and bias-corrected CMIP6 models |
| title_sort | changes in physical characteristics of extreme rainfall events during the indian summer monsoon based on downscaled and bias corrected cmip6 models |
| topic | Indian summer monsoon Extreme rainfall events Shared socioeconomic pathways NEX-GDDP-CMIP6 models |
| url | https://doi.org/10.1038/s41598-025-87949-x |
| work_keys_str_mv | AT stellajesvarghese changesinphysicalcharacteristicsofextremerainfalleventsduringtheindiansummermonsoonbasedondownscaledandbiascorrectedcmip6models AT sreenivaspentakota changesinphysicalcharacteristicsofextremerainfalleventsduringtheindiansummermonsoonbasedondownscaledandbiascorrectedcmip6models AT pushpalathathadivalasa changesinphysicalcharacteristicsofextremerainfalleventsduringtheindiansummermonsoonbasedondownscaledandbiascorrectedcmip6models AT gopikrishnapodapati changesinphysicalcharacteristicsofextremerainfalleventsduringtheindiansummermonsoonbasedondownscaledandbiascorrectedcmip6models AT karumuriashok changesinphysicalcharacteristicsofextremerainfalleventsduringtheindiansummermonsoonbasedondownscaledandbiascorrectedcmip6models |