The sea level simulator v1.0: a model for integration of mean sea level change and sea level extremes into a joint probabilistic framework

被引:1
|
作者
Hieronymus, Magnus [1 ]
机构
[1] Swedish Meteorol & Hydrol Inst, Folkborgsvagen 17, Norrkoping, Sweden
关键词
D O I
10.5194/gmd-16-2343-2023
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A statistical model called the sea level simulator v1.0 is introduced. The model integrates mean sea level change and sea level extremes into a joint probabilistic framework that is useful for coastal spatial planning. Given a user-defined planning period, the model can estimate the flood risk as a function of height above the current mean sea level. These flood risk estimates are derived through Monte Carlo simulations of a very large number of planning periods. The derived flood risk is contingent on user-assigned probabilities for future greenhouse gas emission pathways, and the model is thus also useful for quantifying the dependence of flood risk on such pathways and their probabilities. Moreover, the simulator can quantify whether flood risk is dominated by sea level extremes or mean sea level rise and how this depends on the length of the planning period. The code, written in MATLAB, is parallelized and lightweight enough that it can be run on an ordinary PC. The code is easily adaptable to include new locations, new mean sea level projections and similar model developments. The flood risk estimates derived from the simulator are well suited to tackle adaptation and decision problems. Applications for construction of coastal protection and land development in coastal areas have been demonstrated in the past. The paper gives an in-depth technical description of the model. Example simulations from a Swedish nuclear site are also given, and the capabilities of the simulator are discussed. The main aim of the paper is to work as a technical reference for the first public release of the sea level simulator.
引用
收藏
页码:2343 / 2354
页数:12
相关论文
共 50 条
  • [31] SEA-LEVEL CHANGE
    HAQ, BU
    GEOTIMES, 1995, 40 (02): : 45 - 46
  • [32] Introducing Sea Level Change
    Denyer, Graham
    WEATHER, 2021, 76 (01) : 15 - 15
  • [33] Introducing sea level change
    Stojanovic, Tim A.
    SCOTTISH GEOGRAPHICAL JOURNAL, 2020, 136 (1-4) : 195 - 196
  • [34] Seasonal sea level extremes in the Mediterranean Sea and at the Atlantic European coasts
    Tsimplis, M. N.
    Shaw, A. G. P.
    NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2010, 10 (07) : 1457 - 1475
  • [35] Extrapolating Empirical Models of Satellite-Observed Global Mean Sea Level to Estimate Future Sea Level Change
    Nerem, R. S.
    Frederikse, T.
    Hamlington, B. D.
    EARTHS FUTURE, 2022, 10 (04)
  • [36] Underestimation of extremes in sea level surge reconstruction
    Harter, Ludovic
    Pineau-Guillou, Lucia
    Chapron, Bertrand
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [37] Sea-level change in the Dutch Wadden Sea
    Vermeersen, Bert L. A.
    Slangen, Aimee B. A.
    Gerkema, Theo
    Baart, Fedor
    Cohen, Kim M.
    Dangendorf, Sonke
    Duran-Matute, Matthias
    Frederikse, Thomas
    Grinsted, Aslak
    Hijma, Marc P.
    Jevrejeva, Svetlana
    Kiden, Patrick
    Kleinherenbrink, Marcel
    Meijles, Erik W.
    Palmer, Matthew D.
    Rietbroek, Roelof
    Riva, Riccardo E. M.
    Schulz, Elisabeth
    Slobbe, D. Cornelis
    Simpson, Matthew J. R.
    Sterlini, Paul
    Stocchi, Paolo
    van de Wal, Roderik S. W.
    van der Wegen, Mick
    NETHERLANDS JOURNAL OF GEOSCIENCES-GEOLOGIE EN MIJNBOUW, 2018, 97 (03): : 79 - 127
  • [38] NOTE ON MEAN SEA-LEVEL
    Burrard, S. G.
    GEOGRAPHICAL JOURNAL, 1912, 39 (04): : 366 - 369
  • [39] MEAN SEA LEVEL AND ITS VARIATIONS
    Marmer, H. A.
    ANNALS OF THE ASSOCIATION OF AMERICAN GEOGRAPHERS, 1925, 15 (03) : 106 - U2
  • [40] THE GEOID AND MEAN SEA-LEVEL
    LEPROVOST, C
    INTERNATIONAL HYDROGRAPHIC REVIEW, 1990, 67 (01): : 171 - 175