Articles | Volume 8, issue 1
Adv. Stat. Clim. Meteorol. Oceanogr., 8, 117–134, 2022
https://doi.org/10.5194/ascmo-8-117-2022
Adv. Stat. Clim. Meteorol. Oceanogr., 8, 117–134, 2022
https://doi.org/10.5194/ascmo-8-117-2022
 
02 Jun 2022
02 Jun 2022

Analysis of the evolution of parametric drivers of high-end sea-level hazards

Alana Hough and Tony E. Wong

Data sets

Codes and model output supporting Analysis of the Evolution of Parametric Drivers of High-End Sea-Level Hazards Alana Hough and Tony Wong https://doi.org/10.5281/zenodo.6514918

Model code and software

Codes and model output supporting Analysis of the Evolution of Parametric Drivers of High-End Sea-Level Hazards Alana Hough and Tony Wong https://doi.org/10.5281/zenodo.6514918

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Short summary
We use machine learning to assess how different geophysical uncertainties relate to the severity of future sea-level rise. We show how the contributions to coastal hazard from different sea-level processes evolve over time and find that near-term sea-level hazards are driven by thermal expansion and the melting of glaciers and ice caps, while long-term hazards are driven by ice loss from the major ice sheets.