Sessions A4 and A5: Regional climate modelling/downscaling for South Asia Monsoon region
Wednesday 27 September 09.30-12.00 IST (Indian Standard Time)
09.30-10.30 IST Opening session A4 and A5
Session chair: Mandira Shrestha
Earth System Modelling (ESM) in the regional context including all coupled model components. Convection Permitting Modelling, ultra-high resolution, and coordination of convection permitting scales. Statistical Methods/machine learning techniques for regional climate modelling/downscaling
Introduction by Chair (5 min) Mandira ShresthaInvited speakers
Earth system modelling in regional context (10 min) Swapna Panickal Click Here
Regional Climate Modelling in the Framework of CORDEX South Asia (10 min) J. Sanjay Click Here
A Regional Earth System Modelling Framework over the CORDEX-South Asia domain (10 min) Pankaj Kumar Click Here
Traditional MLR and advanced ML based statistical downscaling: a reliable tool for providing accurate inputs for crop simulation model (10 min) Lalu Das Click Here
10.45-11.20 IST Session A4: Regional climate downscaling using high resolution climate models
Oral Presentations
High resolution global modelling for regional climate studies (5 min) T. P. Sabin Click Here
Exploring the precipitation extremes over Hindu Kush Himalayas in CORDEX simulations (5 min) Sreehari K Click Here
Analysis of CORDEX evaluation Experiment over South Asia using RegCM5 based Dynamical Downscaling of ERA5 (5 min) Sooraj K. P. Click Here
Evaluating CMIP6 models for downscaling on the South East Asia CORDEX domain (5 min) Laura Burgin (ONLINE) Click Here
11.20-12.00 IST Session A5: Statistical Methods/ML techniques for regional climate downscaling
Session chair: Lalu Das
Introduction by Chair (5 min) Lalu Das
Oral Presentations
Bringing deep learning to the plate of climate scientists for downscaling (5 min) Manmeet Singh (ONLINE) Click Here
Investigating the impact of custom loss functions to train a deep neural network for downscaling gridded precipitation data (5 min) Midhun Murukesh Click Here
Future Changes in Precipitation Extremes over base Himalayan Uttarakhand region during Southwest Monsoon (5 min) Aathira Maria Jose Click Here
Identification of suitable predictors for statistical downscaling of rainfall over Indo-Gangetic Plains (5 min) Ratul Roy Choudhury (ONLINE)
13.00-14.00 IST, CORDEX Panel Discussion
Insights from Session A and Discussion on the Future Scientific Developments and Priorities
Plenary Session B: CORDEX interaction with Society
Please see the detailed programme on ICRC-CORDEX 2023 webpage.
