Assessing future rainfall projections using multiple GCMs and a multi-site stochastic downscaling model

Mehrotra, R and Sharma, Ashish and Kumar, Nagesh D and Reshmidevi, TV (2013) Assessing future rainfall projections using multiple GCMs and a multi-site stochastic downscaling model. In: Journal of Hydrology, 488 . pp. 84-100.

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Abstract

Impact of global warming on daily rainfall is examined using atmospheric variables from five General Circulation Models (GCMs) and a stochastic downscaling model. Daily rainfall at eleven raingauges over Malaprabha catchment of India and National Center for Environmental Prediction (NCEP) reanalysis data at grid points over the catchment for a continuous time period 1971-2000 (current climate) are used to calibrate the downscaling model. The downscaled rainfall simulations obtained using GCM atmospheric variables corresponding to the IPCC-SRES (Intergovernmental Panel for Climate Change - Special Report on Emission Scenarios) A2 emission scenario for the same period are used to validate the results. Following this, future downscaled rainfall projections are constructed and examined for two 20 year time slices viz. 2055 (i.e. 2046-2065) and 2090 (i.e. 2081-2100). The model results show reasonable skill in simulating the rainfall over the study region for the current climate. The downscaled rainfall projections indicate no significant changes in the rainfall regime in this catchment in the future. More specifically, 2% decrease by 2055 and 5% decrease by 2090 in monsoon (HAS) rainfall compared to the current climate (1971-2000) under global warming conditions are noticed. Also, pre-monsoon (JFMAM) and post-monsoon (OND) rainfall is projected to increase respectively, by 2% in 2055 and 6% in 2090 and, 2% in 2055 and 12% in 2090, over the region. On annual basis slight decreases of 1% and 2% are noted for 2055 and 2090, respectively.

Item Type:	Journal Article
Publication:	Journal of Hydrology
Publisher:	Elsevier Science
Additional Information:	Copyright of this article belongs to Elsevier Science.
Keywords:	Climate Change; Daily Rainfall; Statistical Downscaling; Multiple GCMs; Malaprabha Catchment; Modified Markov Model
Department/Centre:	Division of Mechanical Sciences > Civil Engineering
Date Deposited:	17 Jun 2013 08:07
Last Modified:	17 Jun 2013 08:07
URI:	http://eprints.iisc.ac.in/id/eprint/46697

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