Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India
Climate change is predicted to affect water resources infrastructure due to its effect on rainfall, temperature and evapotranspiration. However, there are huge uncertainties on both the magnitude and direction of these effects. The Pong reservoir on the Beas River in northern India serves irrigat...
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doaj-10e4e0fae00349d8b69e2f5f1ea15d322020-11-25T00:14:33ZengCopernicus PublicationsProceedings of the International Association of Hydrological Sciences2199-89812199-899X2015-06-01371495710.5194/piahs-371-49-2015Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, IndiaB. Soundharajan0A. J. Adeloye1R. Remesan2Institute of Infrastructure and Environment, Heriot-Watt University, Edinburgh, UKInstitute of Infrastructure and Environment, Heriot-Watt University, Edinburgh, UKCranfield Water Science Institute, Cranfield University, Bedford, UKClimate change is predicted to affect water resources infrastructure due to its effect on rainfall, temperature and evapotranspiration. However, there are huge uncertainties on both the magnitude and direction of these effects. The Pong reservoir on the Beas River in northern India serves irrigation and hydropower needs. The hydrology of the catchment is highly influenced by Himalayan seasonal snow and glaciers, and Monsoon rainfall; the changing pattern of the latter and the predicted disappearance of the former will have profound effects on the performance of the reservoir. This study employed a Monte-Carlo simulation approach to characterise the uncertainties in the future storage requirements and performance of the reservoir. Using a calibrated rainfall-runoff (R-R) model, the baseline runoff scenario was first simulated. The R-R inputs (rainfall and temperature) were then perturbed using plausible delta-changes to produce simulated climate change runoff scenarios. Stochastic models of the runoff were developed and used to generate ensembles of both the current and climate-change perturbed future scenarios. The resulting runoff ensembles were used to simulate the behaviour of the reservoir and determine "populations" of reservoir storage capacity and performance characteristics. Comparing these parameters between the current and the perturbed provided the population of climate change effects which was then analysed to determine the uncertainties. The results show that contrary to the usual practice of using single records, there is wide variability in the assessed impacts. This variability or uncertainty will, no doubt, complicate the development of climate change adaptation measures; however, knowledge of its sheer magnitude as demonstrated in this study will help in the formulation of appropriate policy and technical interventions for sustaining and possibly enhancing water security for irrigation and other uses served by Pong reservoir.https://www.proc-iahs.net/371/49/2015/piahs-371-49-2015.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
B. Soundharajan A. J. Adeloye R. Remesan |
spellingShingle |
B. Soundharajan A. J. Adeloye R. Remesan Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India Proceedings of the International Association of Hydrological Sciences |
author_facet |
B. Soundharajan A. J. Adeloye R. Remesan |
author_sort |
B. Soundharajan |
title |
Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India |
title_short |
Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India |
title_full |
Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India |
title_fullStr |
Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India |
title_full_unstemmed |
Quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the Pong multi-purpose reservoir, India |
title_sort |
quantifying the uncertainties of climate change effects on the storage-yield and performance characteristics of the pong multi-purpose reservoir, india |
publisher |
Copernicus Publications |
series |
Proceedings of the International Association of Hydrological Sciences |
issn |
2199-8981 2199-899X |
publishDate |
2015-06-01 |
description |
Climate change is predicted to affect water resources infrastructure due to
its effect on rainfall, temperature and evapotranspiration. However, there
are huge uncertainties on both the magnitude and direction of these effects.
The Pong reservoir on the Beas River in northern India serves irrigation and
hydropower needs. The hydrology of the catchment is highly influenced by
Himalayan seasonal snow and glaciers, and Monsoon rainfall; the changing
pattern of the latter and the predicted disappearance of the former will
have profound effects on the performance of the reservoir. This study
employed a Monte-Carlo simulation approach to characterise the uncertainties
in the future storage requirements and performance of the reservoir. Using a
calibrated rainfall-runoff (R-R) model, the baseline runoff scenario was
first simulated. The R-R inputs (rainfall and temperature) were then
perturbed using plausible delta-changes to produce simulated climate change
runoff scenarios. Stochastic models of the runoff were developed and used to
generate ensembles of both the current and climate-change perturbed future
scenarios. The resulting runoff ensembles were used to simulate the
behaviour of the reservoir and determine "populations" of reservoir storage
capacity and performance characteristics. Comparing these parameters between
the current and the perturbed provided the population of climate change
effects which was then analysed to determine the uncertainties. The results
show that contrary to the usual practice of using single records, there is
wide variability in the assessed impacts. This variability or uncertainty
will, no doubt, complicate the development of climate change adaptation
measures; however, knowledge of its sheer magnitude as demonstrated in this
study will help in the formulation of appropriate policy and technical
interventions for sustaining and possibly enhancing water security for
irrigation and other uses served by Pong reservoir. |
url |
https://www.proc-iahs.net/371/49/2015/piahs-371-49-2015.pdf |
work_keys_str_mv |
AT bsoundharajan quantifyingtheuncertaintiesofclimatechangeeffectsonthestorageyieldandperformancecharacteristicsofthepongmultipurposereservoirindia AT ajadeloye quantifyingtheuncertaintiesofclimatechangeeffectsonthestorageyieldandperformancecharacteristicsofthepongmultipurposereservoirindia AT rremesan quantifyingtheuncertaintiesofclimatechangeeffectsonthestorageyieldandperformancecharacteristicsofthepongmultipurposereservoirindia |
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