Sessions A4 and A5: Regional climate modelling/downscaling for South Asia Monsoon region
Wednesday 27 September 09.30-12.00 IST (Indian Standard Time)
Session chair: Mandira Shrestha
On the main conference themes A1, A2 and A3, with relevance to South Asia region.
The detailed program for sessions:
A1: Earth System Modelling in the regional context,
A2: Convection Permitting Modelling, and
A3: Statistical Methods/Machine Learning techniques for regional climate modelling/downscaling,
are available on the Trieste Hub webpage
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
09.30-10.30 IST Opening session A4 and A5Introduction by Chair (5 min) Mandira Shrestha
Invited 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
Q&A (15 min)
10.30-10.45 IST Health Break
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
Q&A (15 min)
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)
Probabilistic Projections of Future Temperature and Precipitation for Climate Risk Assessment in Vietnam (5 min) Tran Anh Quan (ONLINE)
Q&A (10 min)
Due to unforeseen circumstances some speakers may be replaced or will not be able to participate
Please see the detailed programme on ICRC-CORDEX 2023 webpage.
