Hydrological Modelling and Climate Adaptation under Changing Climate: A Review with a Focus in Sub-Saharan Africa

被引:21
作者
Banda, Vincent Dzulani [1 ]
Dzwairo, Rimuka Bloodless [2 ,3 ]
Singh, Sudhir Kumar [4 ]
Kanyerere, Thokozani [1 ]
机构
[1] Univ Western Cape, Dept Earth Sci, Private Bag X17, ZA-7535 Bellville, South Africa
[2] Durban Univ Technol, Dept Civil Engn, POB 101112, ZA-3209 Midlands, Midlands, South Africa
[3] Durban Univ Technol, Inst Water & Wastewater Technol, POB 1334, ZA-4001 Durban, South Africa
[4] Univ Allahabad, K Banerjee Ctr Atmospher & Ocean Studies, Nehru Sci Ctr, Prayagraj 211002, Uttar Pradesh, India
基金
新加坡国家研究基金会;
关键词
hydrological modelling; climate models; climate change adaptation; developing countries; emission scenarios; southern Africa; LAND-COVER CHANGES; RIVER-BASIN; WATER-RESOURCES; BIAS CORRECTION; SIMULATING PRECIPITATION; DOWNSCALING TECHNIQUES; SOUTHERN AFRICA; CHANGE IMPACTS; STREAMFLOW; UNCERTAINTY;
D O I
10.3390/w14244031
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Empirical evidence continues to show that climate change remains a threat to the stability of the hydrologic system. As the climate system interacts with the hydrologic cycle, one significant repercussion of global warming includes changes in water availability at both regional and local scales. Climate change adaptation is intrinsically difficult to attain due to the dynamic earth system and lack of a comprehensive understanding of future climate and its associated uncertainties. Mostly in developing countries, climate adaptation is hampered by scarcity of good quality and adequate hydro-meteorological data. This article provides a synopsis of the modelling chain applied to investigate the response of the hydrologic system under changing climate, which includes choosing the appropriate global climate models, downscaling techniques, emission scenarios, and the approach to be used in hydrologic modelling. The conventional criteria for choosing a suitable hydrological model are discussed. The advancement of emission scenarios including the latest Shared Socioeconomic Pathways and their role in climate modelling, impact assessment, and adaptation, are also highlighted. This paper also discusses the uncertainties associated with modelling the hydrological impacts of climate change and the plausible approaches for reducing such uncertainties. Among the outcomes of this review include highlights of studies on the commonly used hydrological models for assessing the impact of climate change particularly in the sub-Saharan Africa region and some specific reviews in southern Africa. Further, the reviews show that as human systems keep on dominating within the earth system in several ways, effective modelling should involve coupling earth and human systems models as these may truly represent the bidirectional feedback experienced in the modern world. The paper concludes that adequate hydro-meteorological data is key to having a robust model and effective climate adaptation measures, hence in poorly gauged basins use of artificial neural networks and satellite datasets have shown to be successful tools, including for model calibration and validation.
引用
收藏
页数:26
相关论文
共 203 条
  • [31] Modelling the impact of climate change on the flow of the Eerste River in South Africa
    Du Plessis, J. A.
    Kalima, S. G.
    [J]. PHYSICS AND CHEMISTRY OF THE EARTH, 2021, 124
  • [32] Ehhalt D, 2001, CLIMATE CHANGE 2001: THE SCIENTIFIC BASIS, P239
  • [33] Combined impacts of future climate and land use changes on discharge, nitrogen and phosphorus loads for a Canadian river basin
    El-Khoury, A.
    Seidou, O.
    Lapen, D. R.
    Que, Z.
    Mohammadian, M.
    Sunohara, M.
    Bahram, D.
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2015, 151 : 76 - 86
  • [34] High-resolution model-projected changes in mid-tropospheric closed-lows and extreme rainfall events over southern Africa
    Engelbrecht, C. J.
    Engelbrecht, F. A.
    Dyson, L. L.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2013, 33 (01) : 173 - 187
  • [35] Climate change adaptation and cross-sectoral policy coherence in southern Africa
    England, Matthew I.
    Dougill, Andrew J.
    Stringer, Lindsay C.
    Vincent, Katharine E.
    Pardoe, Joanna
    Kalaba, Felix K.
    Mkwambisi, David D.
    Namaganda, Emilinah
    Afionis, Stavros
    [J]. REGIONAL ENVIRONMENTAL CHANGE, 2018, 18 (07) : 2059 - 2071
  • [36] Faye C., 2021, CLIMATE CHANGE WATER, P255
  • [37] Field CB, 2014, CLIMATE CHANGE 2014: IMPACTS, ADAPTATION, AND VULNERABILITY, PT A: GLOBAL AND SECTORAL ASPECTS, P1
  • [38] Uncertainty in regional climate modelling: A review
    Foley, A. M.
    [J]. PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT, 2010, 34 (05): : 647 - 670
  • [39] The status of climate change adaptation in Africa and Asia
    Ford, James D.
    Berrang-Ford, Lea
    Bunce, Anna
    McKay, Courtney
    Irwin, Maya
    Pearce, Tristan
    [J]. REGIONAL ENVIRONMENTAL CHANGE, 2015, 15 (05) : 801 - 814
  • [40] Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling
    Fowler, H. J.
    Blenkinsop, S.
    Tebaldi, C.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2007, 27 (12) : 1547 - 1578