journal article Mar 27, 2009

Analysis of drought severity‐area‐frequency curves using a general circulation model and scenario uncertainty

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Abstract
With increasing water scarcity around the world, exacerbated by spatial and temporal variability of drought incidences along with the uncertainties associated with climate change, droughts are receiving much attention these days. This paper investigates the impact of climate change on severity‐area‐frequency (SAF) curves for annual droughts in the Kansabati River basin, India. Historical droughts are compared with historical SAF curves and with SAF curves developed on the basis of projected rainfall using a general circulation model and scenario uncertainty. A downscaling method, based on Bayesian Neural Network (BNN), is applied to project precipitation from six GCM models using two scenarios. Standardized precipitation indices (SPI 3 and SPI 12) are used as drought indices for construction of SAF curves for two periods (2001–2050 and 2051–2100). The results show that there are likely to be more severe droughts in 2001–2050 with more spatial extent than those that have occurred historically.
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References
79
[1]
Abe‐Ouchi A. et al. (1996) Outline of coupled atmosphere and ocean model and experiment internal report Cent. for Clim. Syst. Res. Univ. of Tokyo Tokyo.
[4]
Neural Networks for Pattern Recognition

Christopher M Bishop

1995 10.1093/oso/9780198538493.001.0001
[14]
Dale V. H. "The relationship between land‐use change and climate change" Ecol. Processes (1997)
[16]
Demuth S. andK.Stahl(Eds.) (2001) Assessment of the regional impact of droughts in EUROPE: Final report to the European Union ENV‐CT97–0553 Inst. of Hydrol. Univ. of Freiburg Freiburg Germany.
[21]
Studies with a flexible new radiation code. I: Choosing a configuration for a large‐scale model

J. M. Edwards, A. Slingo

Quarterly Journal of the Royal Meteorological Soci... 10.1002/qj.49712253107
[22]
Federal Emergency Management Agency (1995)
[32]
Hidalgo H. G. M. D.Dettinger andD. R.Cayan(2008) Downscaling daily precipitation and temperature fields over the U. S. with constructed analogues: PIER final project report Rep. 2007‐027 Calif. Clim. Change Cent. Berkeley.
[36]
Intergovernmental Panel on Climate Change R. T. Watson 1998 Cambridge Univ. Press Cambridge U. K.
[37]
Intergovernmental Panel on Climate Change (2000)
[38]
Intergovernmental Panel on Climate Change J. T. Houghton 2001 Cambridge Univ. Press Cambridge U. K.
[39]
IPCC AR4 (2007)
[46]
Lettenmaier D. P. (1996)
[48]
MacKay D. J. C.(1992b) Bayesian methods for adaptive models Ph.D. thesis Comput. and Neural Syst. Calif. Inst. of Technol Pasadena.
[49]
MacKay D. J. C. (2003)

Showing 50 of 79 references

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Advances in Meteorology
A review of drought concepts

Ashok K. Mishra, Vijay P. Singh · 2010

Journal of Hydrology
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167
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Published
Mar 27, 2009
Vol/Issue
114(D6)
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A. K. Mishra, Vijay P. Singh (2009). Analysis of drought severity‐area‐frequency curves using a general circulation model and scenario uncertainty. Journal of Geophysical Research: Oceans, 114(D6). https://doi.org/10.1029/2008jd010986