Space and time variability of uncertainty in morphodynamic simulations

被引:25
作者
Fortunato, A. B. [1 ]
Bertin, X. [1 ]
Oliveira, A. [1 ]
机构
[1] Natl Lab Civil Engn, Estuaries & Coastal Zones Div, P-1700066 Lisbon, Portugal
关键词
Uncertainty; Morphodynamics; Model; Tidal inlet; Obidos lagoon; SEDIMENT TRANSPORT; MODELING SYSTEM; EVOLUTION; WAVES; CIRCULATION; FORMULATION; CURRENTS; INLET;
D O I
10.1016/j.coastaleng.2009.04.006
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The uncertainty associated with simulations of process-based coastal area morphodynamic models is assessed through numerical experimentation. Appropriate metrics; of uncertainty are defined based on the standard deviation of the model results at each location and each time step. Uncertainty is examined using a set of realistic one year morphodynamic simulations of the evolution of a highly dynamic tidal inlet. Results indicate that uncertainty increases linearly with time, and suggest that its rate grows with increasing sediment fluxes. Hence, the limits of predictability of morphodynamic model applications are higher for slowly varying systems. Attempts to reduce uncertainty by aggregating model results at larger spatial scales met with limited success. Ensemble simulations are suggested as a possible avenue to investigate the long-term evolution of tidal inlets using process-based models. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:886 / 894
页数:9
相关论文
共 32 条
  • [1] Ackers P., 1973, J HYDRAUL DIV, V99, P2041, DOI DOI 10.1002/9781118669709
  • [2] Simulating morphodynamics with unstructured grids: Description and validation of a modeling system for coastal applications
    Bertin, Xavier
    Oliveira, Anabela
    Fortunato, Andre B.
    [J]. OCEAN MODELLING, 2009, 28 (1-3) : 75 - 87
  • [3] A modeling-based analysis of processes driving wave-dominated inlets
    Bertin, Xavier
    Fortunato, Andre B.
    Oliveira, Anabela
    [J]. CONTINENTAL SHELF RESEARCH, 2009, 29 (5-6) : 819 - 834
  • [4] Machine learning approach to modeling sediment transport
    Bhattacharya, B.
    Price, R. K.
    Solomatine, D. P.
    [J]. JOURNAL OF HYDRAULIC ENGINEERING, 2007, 133 (04) : 440 - 450
  • [5] Quantifying uncertainty in estuarine and coastal ocean circulation modeling
    Blumberg, Alan F.
    Georgas, Nickitas
    [J]. JOURNAL OF HYDRAULIC ENGINEERING, 2008, 134 (04) : 403 - 415
  • [6] Numerical solutions of the sediment conservation law; a review and improved formulation for coastal morphological modelling
    Callaghan, David P.
    Saint-Cast, Frederic
    Nielsen, Peter
    Baldock, Tom E.
    [J]. COASTAL ENGINEERING, 2006, 53 (07) : 557 - 571
  • [7] A general formula for noncohesive suspended sediment transport
    Camenen, Benoit
    Larson, Magnus
    [J]. JOURNAL OF COASTAL RESEARCH, 2008, 24 (03) : 615 - 627
  • [8] Long-term morphological modeling of a tidal inlet: the Arcachon Basin, France
    Cayocca, F
    [J]. COASTAL ENGINEERING, 2001, 42 (02) : 115 - 142
  • [9] Morphodynamics and sand bypassing at Ameland Inlet, The Netherlands
    Cheung, Kwok Fai
    Gerritsen, Franciscus
    Cleveringa, Jelmer
    [J]. JOURNAL OF COASTAL RESEARCH, 2007, 23 (01) : 106 - 118
  • [10] Prediction of sand transport rates by waves and currents in the coastal zone
    Davies, AG
    Villaret, C
    [J]. CONTINENTAL SHELF RESEARCH, 2002, 22 (18-19) : 2725 - 2737