Open Access Digital Repository of Ministry of Earth Sciences, Government of India

Reliability of regional and global climate models to simulate precipitation extremes over India

Mishra, V and Kumar, D and Ganguly, AR and Sanjay, J and Mujumdar, M and Krishnan, R and Shah, RD (2014) Reliability of regional and global climate models to simulate precipitation extremes over India. Journal of Geophysical Research: Atmospheres, 119 (15). pp. 9301-9323.

Full text not available from this repository. (Request a copy)

Abstract

Extreme precipitation events over India have resulted in loss of human lives and damaged infrastructures, food crops, and lifelines. The inability of climate models to credibly project precipitation extremes in India has not been helpful to longer-term hazards resilience policy. However, there have been claims that finer-resolution and regional climate models may improve projections. The claims are examined as hypotheses by comparing models with observations from 1951-2005. This paper evaluates the reliability of the latest generation of general circulation models (GCMs), Coupled Model Intercomparison Project Phase 5 (CMIP5), specifically a subset of the better performing CMIP5 models (called "BEST-GCM"). The relative value of finer-resolution regional climate models (RCMs) is examined by comparing Coordinated Regional Climate Downscaling Experiment (CORDEX) South Asia RCMs ("CORDEX- RCMs") versus the GCMs used by those RCMs to provide boundary conditions, or the host GCMs ("HOST-GCMs"). Ensemble mean of BEST-GCMs performed better for most of the extreme precipitation indices than the CORDEX-RCMs or their HOST-GCMs. Weaker performance shown by ensemble mean of CORDEX-RCMs is largely associated with their high intermodel variation. The CORDEX-RCMs occasionally exhibited slightly superior skills compared to BEST-GCMs; on the whole RCMs failed to significantly outperform GCMs. Observed trends in the extremes were not adequately captured by any of the model ensembles, while neither the GCMs nor the RCMs were determined to be adequate to inform hydrologic design.

Item Type: Article
Additional Information: Copyright of this article belongs to American Geophysical Union.
Uncontrolled Keywords: Climate change; Precipitation (meteorology), Coupled Model Intercomparison Project; Damaged infrastructure; Extreme precipitation events; General circulation model; Hydrologic design; Precipitation extremes; RCMs; Regional climate models, Climate models
Subjects: Meteorology and Climatology
Depositing User: IITM Library
Date Deposited: 26 Nov 2014 10:18
Last Modified: 26 Nov 2014 10:18
URI: http://moeseprints.incois.gov.in/id/eprint/975

Actions (login required)

View Item View Item