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Assessment of Future Climate Change Impacts on Water Resources of Upper Sind River Basin, India Using SWAT Model

机译:利用SWAT模型评估印度上信德河流域未来气候变化对水资源的影响

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摘要

A study has been conducted to assess future climate change impacts on water resources of the Upper Sind River Basin using Soil Water Assessment Tool. Sequential uncertainty fitting (SUFI-2) algorithm has been applied for model calibration and uncertainty analysis. Monthly observed stream flows matched well with simulated flows with respect to p-factor, d-factor, Correlation coefficient and Nash-Sutcliffe coefficients with values of 0.73, 0.42, 0.82, 0.80 during calibration (1992-2000) and 0.42, 0.36, 0.96, 0.93 during validation (2001-2005) respectively. PRECIS generated outputs under IPCC AIB Scenarios for Indian conditions corresponding to the baseline (1961-1990), midcentury (2021-2050) and endcentury (2071-2098); extracted by Indian Institute of Tropical Meteorology, Pune (India) have been used for the study. It has been found from the model results that the average annual streamflow could increase by 16.4 % for the midcentury and a significant increase of 93.5 % by the endcentury. The results also indicate that streamflow may rise drastically in monsoon season, but will decrease in non-monsoon season due to the projected future climate change.
机译:进行了一项研究,以使用土壤水评估工具评估未来信德河上游流域水资源的气候变化影响。顺序不确定度拟合(SUFI-2)算法已应用于模型校准和不确定性分析。在校准期间(1992-2000年),p值,d值,相关系数和Nash-Sutcliffe系数分别为0.73、0.42、0.82、0.80和0.42、0.36、0.96,月观测到的流量与模拟流量匹配得很好。 ,验证期间(2001-2005年)分别为0.93和0.93。 PRECIS在IPCC AIB方案下针对印度条件生成了与基准(1961-1990),世纪中叶(2021-2050)和世纪末(2071-2098)相对应的输出;该研究使用了印度普纳(印度)印度热带气象研究所提取的数据。从模型结果中可以发现,到本世纪中叶,年平均流量将增加16.4%,到本世纪末,则将显着增加93.5%。结果还表明,由于预计未来的气候变化,在季风季节,流量可能会急剧增加,但在非季风季节,流量将会减少。

著录项

  • 来源
    《Water Resources Management》 |2013年第10期|3647-3662|共16页
  • 作者单位

    Department of Civil Engineering, Indian Institute of Technology Delhi, New Delhi 110 016, India,FM & PHT Division, Indian Grassland and Fodder Research Institute-ICAR, Jhansi 284 003 UP, India;

    Department of Civil Engineering, Indian Institute of Technology Delhi, New Delhi 110 016, India;

    Department of Civil Engineering, Indian Institute of Technology Delhi, New Delhi 110 016, India;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Climate change; Streamflow; SWAT model; PRECIS; Calibration; Validation;

    机译:气候变化;水流;特警模型;PRECIS;校准;验证方式;

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