Probabilistic Projections of Hydrological Droughts Through Convection-Permitting Climate Simulations and Multimodel Hydrological Predictions

被引:9
作者
Chen, H. [1 ]
Wang, S. [1 ,2 ]
Wang, Y. [3 ]
Zhu, J. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Land Surveying & Geoinformat, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Shenzhen Res Inst, Shenzhen, Peoples R China
[3] Texas Tech Univ, Dept Geosci, Lubbock, TX 79409 USA
基金
中国国家自然科学基金;
关键词
drought; streamflow prediction; regional climate projection; convection permitting; CHAIN MONTE-CARLO; HYDRO-METEOROLOGICAL DROUGHT; WINTER PRECIPITATION; FUTURE CHANGES; RIVER-BASIN; UNCERTAINTY; MODEL; SENSITIVITY; TEMPERATURE; VARIABILITY;
D O I
10.1029/2020JD032914
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The reliable projection of future changes in hydrological drought characteristics plays a crucial role in providing meaningful insights into agricultural development and water resources planning under climate change. In this study, we develop probabilistic projections of hydrological drought characteristics through a convection-permitting climate simulation and a multimodel hydrological prediction for two major river basins in South Texas of the United States. The probabilistic hydrological drought projection depicts the future evolution of spatiotemporal characteristics of droughts under best- and worst-case scenarios. Our findings reveal that there is a considerable variation in hydrological drought regimes near the urban area in South Texas. And the prolonged severe drought events are expected to be punctuated by the increasing extreme precipitation in a changing climate. This could lead to an increasing number of the dry-wet abrupt alternation events. Moreover, hydrological droughts are projected to occur more frequently for the fall season in the Guadalupe River Basin and for the winter season in the Blanco River Basin, advancing our understanding of future changes in seasonal characteristics of hydrological droughts at a river basin scale.
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页数:20
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共 83 条
  • [1] A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model
    Abbaspour, K. C.
    Rouholahnejad, E.
    Vaghefi, S.
    Srinivasan, R.
    Yang, H.
    Klove, B.
    [J]. JOURNAL OF HYDROLOGY, 2015, 524 : 733 - 752
  • [2] Modeling the water budget of the Upper Blue Nile basin using the JGrass-NewAge model system and satellite data
    Abera, Wuletawu
    Formetta, Giuseppe
    Brocca, Luca
    Rigon, Riccardo
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2017, 21 (06) : 3145 - 3165
  • [3] Akaike H., 1998, Selected Papers of Hirotugu Akaike, P267, DOI DOI 10.1007/978-1-4612-1694-0_15
  • [4] Allen R. G., 1998, FAO Irrigation and Drainage Paper
  • [5] A tutorial on adaptive MCMC
    Andrieu, Christophe
    Thoms, Johannes
    [J]. STATISTICS AND COMPUTING, 2008, 18 (04) : 343 - 373
  • [6] Characterizing the Indian Ocean sea level changes and potential coastal flooding impacts under global warming
    Carvalho, K. S.
    Wang, S.
    [J]. JOURNAL OF HYDROLOGY, 2019, 569 : 373 - 386
  • [7] Exploring Abrupt Alternations Between Wet and Dry Conditions on the Basis of Historical Observations and Convection-Permitting Climate Model Simulations
    Chen, H.
    Wang, S.
    Wang, Y.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (09)
  • [8] Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States
    Daly, Christopher
    Halbleib, Michael
    Smith, Joseph I.
    Gibson, Wayne P.
    Doggett, Matthew K.
    Taylor, George H.
    Curtis, Jan
    Pasteris, Phillip P.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2008, 28 (15) : 2031 - 2064
  • [9] Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte- Carlo simulation
    Dehghani, Majid
    Saghafian, Bahram
    Saleh, Farzin Nasiri
    Farokhnia, Ashkan
    Noori, Roohollah
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2014, 34 (04) : 1169 - 1180
  • [10] Communication of the role of natural variability in future North American climate
    Deser, Clara
    Knutti, Reto
    Solomon, Susan
    Phillips, Adam S.
    [J]. NATURE CLIMATE CHANGE, 2012, 2 (11) : 775 - 779