Climate change impact assessment of a river basin using CMIP5 climate models and the VIC hydrological model

被引:30
作者
Hengade, Narendra [1 ]
Eldho, T. I. [1 ,2 ]
Ghosh, Subimal [1 ,2 ]
机构
[1] Indian Inst Technol, Dept Civil Engn, Bombay, Maharashtra, India
[2] Indian Inst Technol, Interdisciplinary Program Climate Studies, Bombay, Maharashtra, India
来源
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES | 2018年 / 63卷 / 04期
关键词
climate change; Godavari River Basin; variable infiltration capacity (VIC) model; statistical downscaling model; DOWNSCALING TECHNIQUES; MONSOON RAINFALL; INDIAN MONSOON; GLOBAL RIVERS; DATA SET; SIMULATIONS; REGION; UNCERTAINTY; PROJECTIONS; CATCHMENT;
D O I
10.1080/02626667.2018.1441531
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Climate change has significant impacts on water availability in larger river basins. The present study evaluates the possible impacts of projected future daily rainfall (2011-2099) on the hydrology of a major river basin in peninsular India, the Godavari River Basin, (GRB), under RCP4.5 and RCP8.5 scenarios. The study highlights a criteria-based approach for selecting the CMIP5 GCMs, based on their fidelity in simulating the Indian Summer Monsoon rainfall. The nonparametric kernel regression based statistical downscaling model is employed to project future daily rainfall and the variable infiltration capacity (VIC) macroscale hydrological model is used for hydrological simulations. The results indicate an increase in future rainfall without significant change in the spatial pattern of hydrological variables in the GRB. The climate-change-induced projected hydrological changes provide a crucial input to define water resource policies in the GRB. This methodology can be adopted for the climate change impacts assessment of larger river basins worldwide.
引用
收藏
页码:596 / 614
页数:19
相关论文
共 64 条
  • [1] [Anonymous], 2004, GUIDELINES USE CLIMA
  • [2] [Anonymous], 2010, WATER BUDGET RECORD
  • [3] [Anonymous], 2006, The Asian monsoon
  • [4] DETECTION OF TREND OR CHANGE IN ANNUAL FLOW OF AUSTRALIAN RIVERS
    CHIEW, FHS
    MCMAHON, TA
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 1993, 13 (06) : 643 - 653
  • [5] The impacts of climate change and land cover/use transition on the hydrology in the upper Yellow River Basin, China
    Cuo, Lan
    Zhang, Yongxin
    Gao, Yanhong
    Hao, Zhenchun
    Cairang, Luosang
    [J]. JOURNAL OF HYDROLOGY, 2013, 502 : 37 - 52
  • [6] Downscaling Monsoon Rainfall over River Godavari Basin under Different Climate-Change Scenarios
    Das, Jew
    Umamahesh, Nanduri V.
    [J]. WATER RESOURCES MANAGEMENT, 2016, 30 (15) : 5575 - 5587
  • [7] Changes in climate extremes over major river basins of India
    Deshpande, N. R.
    Kothawale, D. R.
    Kulkarni, A.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2016, 36 (14) : 4548 - 4559
  • [8] Future hydrology and climate in the River Nile basin: a review
    Di Baldassarre, Giuliano
    Elshamy, Mohamed
    van Griensven, Ann
    Soliman, Eman
    Kigobe, Max
    Ndomba, Preksedis
    Mutemi, Joseph
    Mutua, Francis
    Moges, Semu
    Xuan, Yunqing
    Solomatine, Dimitri
    Uhlenbrook, Stefan
    [J]. HYDROLOGICAL SCIENCES JOURNAL, 2011, 56 (02) : 199 - 211
  • [9] Validation of hydrological models for climate scenario simulation: the case of Saguenay watershed in Quebec
    Dibike, Yonas B.
    Coulibaly, Paulin
    [J]. HYDROLOGICAL PROCESSES, 2007, 21 (23) : 3123 - 3135
  • [10] Four climate change scenarios for the Indian summer monsoon by the regional climate model COSMO-CLM
    Dobler, A.
    Ahrens, B.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2011, 116