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  • Aleksandrova, N., Veenstra, J., & and Muis, S. (20252026) . Global dataset of storm surges and extreme sea levels for 1950–2024 based on the ERA5 climate reanalysis. , Earth System Science Data Discussions, 18,  2025, 1-225759–5771, https://doi.org/10.5194/essd-18-5759-2026.
  • Benito, I., Eilander, D., Kelder, T., Ward, P. J., Aerts, J. C., & Muis, S. (2025). Pooling seasonal forecast ensembles to estimate storm tide return periods in extra‐tropical regions. Journal of Geophysical Research: Oceans, 130(8), e2025JC022614.
  • Collings, T. P., Quinn, N. D., Haigh, I. D., Green, J., Probyn, I., Wilkinson, H., Muis, S.... & Bates, P. D. (2024). Global application of a regional frequency analysis to extreme sea levels. Natural Hazards and Earth System Sciences, 24(7), 2403-2423.

  • Parker, K., Erikson, L., Thomas, J., Nederhoff, K., Barnard, P., & Muis, S. (2023). Relative contributions of water-level components to extreme water levels along the US Southeast Atlantic Coast from a regional-scale water-level hindcast. Natural Hazards, 1-30.

  • Li, H., Haer, T., Couasnon, A., Enríquez, A. R., Muis, S., & Ward, P. J. (2023). A spatially-dependent synthetic global dataset of extreme sea level events. Weather and Climate Extremes, 100596.
  • Dullaart, J., Muis, S., Bloemendaal, N., Chertova, M., Couasnon, A. & Aert, J. (2021). Accounting for tropical cyclones more than doubles the global population exposed to low-probability coastal flooding, Earth Environment Communications.
  • Dullaart, J. C., Muis, S., Bloemendaal, N., & Aerts, J. C. (2020). Advancing global storm surge modelling using the new ERA5 climate reanalysis. Climate Dynamics, 54(1-2), 1007-1021.
  • Bloemendaal, N., Muis, S., Reindert J. Haarsma, R. J., Verlaan, V., Irazoqui Apecechea, M., de Moel H., Ward, P. J. & Aerts, J. C. J. H. (2018). Global modelling of tropical cyclone storm surges using high-resolution forecasts. Climate Dynamics, https://doi.org/10.1007/s00382-018-4430-x
  • Muis, S., Ning Lin, Verlaan, M., Winsemius, H. C., Ward, P. J., & Aerts, J. C. J. H. (2018). Spatiotemporal patterns of extreme sea levels along the western North-Atlantic coasts. Scientific Reports, 9, 3391
  • Muis, S., Haigh, I. D., Guimarães Nobre, G., Aerts, J. C. J. H., & Ward, P. J. (2018) Influence of El Niño–Southern Oscillation on global coastal flooding. Earth's Future, 6,                     https://doi.org/10.1029/2018EF000909
  • Muis, S., Verlaan, M., Nicholls, R. J., Brown, S., Hinkel, J., Lincke, D., Vafeidis, A.T., Scussolini, P., Winsemius, H.C., Ward, P. J. (2017). A comparison of two global datasets of extreme sea levels and resulting flood exposure. Earth’s Future, 5(4), 379–392, https://doi.org/10.1002/2016EF000430
  • Muis, S., Verlaan, M., Winsemius, H. C., Aerts, J. C. J. H., & Ward, P. J. (2016). A global reanalysis of storm surge and extreme sea levels. Nature Communications, 7(7:11969), 1–11, https://doi.org/10.1038/ncomms11969

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  • Benito, I., Aerts, J. C., Ward, P. J., Eilander, D., & Muis, S. (2025). A multiscale modelling framework of coastal flooding events for global to local flood hazard assessments. Natural Hazards and Earth System Sciences, 25(7), 2287-2315.
  • Benito, I., Aerts, J. C., Eilander, D., Ward, P. J., & Muis, S. (2024). Stochastic coastal flood risk modelling for the east coast of Africa. npj Natural Hazards, 1(1), 10.
  • Eilander, D., Couasnon, A., Ikeuchi, H., Muis, S., Yamazaki, D., Winsemius, H. C., & Ward, P. J. (2020). The effect of surge on riverine flood hazard and impact in deltas globally. Environmental Research Letters, 15(10), 104007.
  • Eilander, D., Couasnon, A., Leijnse, T., Ikeuchi, H., Yamazaki, D., Muis, S., Dullaart, J., Haag, A., Winsemius, H. C., and Ward, P. J. (2023). A globally applicable framework for compound flood hazard modeling, Nat. Hazards Earth Syst. Sci., 23, 823–846, https://doi.org/10.5194/nhess-23-823-2023
  • Couasnon, A., Eilander, D., Muis, S., Veldkamp, T. I., Haigh, I. D., Wahl, T., ... & Ward, P. J. (2020). Measuring compound flood potential from river discharge and storm surge extremes at the global scale. Natural Hazards and Earth System Sciences, 20(2), 489-504.
  • Ikeuchi, H., Hirabayashi, Y., Yamazaki, D., Muis, S., Ward, P. J., Winsemius, H. C., Verlaan, M., Kanae, S. (2017). Compound simulation of fluvial floods and storm surges in a global coupled river-coast flood model: Model development and its application to 2007 Cyclone Sidr in Bangladesh. Journal of Advances in Modelling Earth Systems, 9(4), doi:10.1002/2017MS000943

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