Abstract

Climate change and the impacts on hydrological processes in Karakoram region are highly important to the available water resources in downstream oases. In this study, a modified quantile perturbation method (QPM), which was improved by considering the frequency changes in different precipitation intensity ranges, and the Delta method were used to extract signals of change in precipitation and temperature, respectively. Using a historical period (1986–2005) for reference, an average ensemble of 18 available Global Circulation Models (GCMs) indicated that the annual precipitation will increase by 2.9–4.4% under Representative Concentration Pathway 4.5 (RCP4.5) and by 2.8–7.9% in RCP8.5 in different future periods (2020–2039, 2040–2059, 2060–2079 and 2080–2099) due to an increased intensity of extreme precipitation events in winter. Compared with the historical period, the average ensemble also indicated that temperature in future periods will increase by 0.31–0.38 °C/10a under RCP4.5 and by 0.34–0.58 °C/10a under RCP8.5. Through coupling with a well-calibrated MIKE SHE model, the simulations suggested that, under the climate change scenarios, increasing evaporation dissipation will lead to decreased snow storage in the higher altitude mountain region and likewise with regard to available water in the downstream region. Snow storage will vary among elevation bands, e.g., the permanent snowpack area below 5600 m will completely vanish over the period 2060–2079, and snow storage in 5600–6400 m will be reduced dramatically; however, little or no change will occur in the region above 6400 m. Warming could cause stronger spring and early summer stream runoff and reduced late summer flow due to a change in the temporal distribution of snowmelt. Furthermore, both the frequency and intensity of flooding will be enhanced. All the changes in hydrological processes are stronger under RCP8.5 than those under RCP4.5. In Karakoram region, the transformations among different forms of water resources alter the distributions of hydrologic components under future climate scenarios, and more studies are needed on the transient water resources system and the worsening of flood threats in the study area.

Highlights

  • Climate change has impacted on water resources in most regions of the world [1].Hydrological systems in arid/semi-arid regions are sensitive to climate changes [2,3], asWater 2017, 9, 344; doi:10.3390/w9050344 www.mdpi.com/journal/waterWater 2017, 9, 344 are highly glaciated regions [4,5]

  • The mean monthly frequency changes determined by Global Circulation Models (GCMs) for the different future periods (FPs) with respect to

  • A 21-member average ensemble of GCMs under RCP4.5 and RCP8.5 was used to analyse the impacts of climate change on the Yarkant River basin in Karakoram

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Summary

Introduction

Climate change has impacted on water resources in most regions of the world [1]. To investigate the effects of future climate change, Zhang et al [19] employed the Delta method to extract the variable signals of precipitation and temperature based on Global Circulation Model (GCM) results. They studied the responses of stream flow to different climate scenarios and found that small increases were predicted in stream flow in both May and October. Modified QPM, which is improved by considering the frequency changes in the different Through this approach, the uncertainties caused by randomly adding or subtracting precipitation precipitation intensity ranges. Stream runoff as well as the redistribution of water resources and resources be different clarified.forms of water resources can be clarified

Study Area
21 GCMs in Phasestrongly
Methodology
Modified QPM for Precipitation
Delta Method for Temperature
Hydrological Modelling
Precipitation
18 GCMs in occur the
Temperature
Water Balance
31 August
Streamflow
The variance of the flow for
Conclusions
Full Text
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