Structured expert judgement projections of the ice-sheet contribution to future sea-level rise

Structured expert judgement (SEJ) is an established method for estimating the likelihood of deeply uncertain outcomes, such as century-to-multicentury ice-sheet changes. We used SEJ to estimate ice-sheet changes through 2300 under scenarios stabilizing in 2100 at 2°C, 3.5°C, and 5°C of global warming. Under a 2°C scenario, the projected median (5th–95th percentile) ice-sheet contribution to GMSL change is 23 (-16 to 76) cm by 2100 and 131 (-45 to 420) cm by 2300; under a 5°C scenario, these values rise to 42 (-34 to 181) cm by 2100 and 365 (10 to 1120) cm by 2300. Relative to a comparable 2018 study, upper-end projections are similar while low-end projections reflect a greater probability of a significant increase in Antarctic accumulation. Combining elicitation results with probabilistic interpolation indicates a GMSL contribution from the Greenland ice sheet under SSP2-4.5 of 16 (-4 to 43) cm by 2100, 33 (-6 to 93) cm by 2150, and 77 (-17 to 234) cm by 2300, exceeding corresponding Intergovernmental Panel on Climate Change Sixth Assessment Report (AR6) medium-confidence estimates in uncertainty and, for 2100 and 2150, median values. For Antarctica, projections of 11 (-34 to 85) cm by 2100, 26 (-54 to 191) cm by 2150, and 105 (-84 to 532) cm by 2300 are more uncertain than AR6 medium-confidence projections. Accounting for tail dependence, 95th-percentile total ice-sheet contributions reach 1.1 m by 2100 and 2.5 m by 2150 under SSP2-4.5, highlighting the potential for multi-meter GMSL rise in the 22nd century under intermediate emissions.

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Published
2026-11-06
DOI
https://doi.org/10.22541/essoar.15011810/v1
Primary Topic
Cryospheric studies and observations
Type
preprint
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preprint

Structured expert judgement projections of the ice-sheet contribution to future sea-level rise

Luke D. Trusel, Chris R. Stokes, Willy P. Aspinall, Anders Levermann et al.
Cryospheric studies and observations
preprint

Structured expert judgement projections of the ice-sheet contribution to future sea-level rise

Luke D. Trusel, Chris R. Stokes, Willy P. Aspinall, Anders Levermann, Helene L. Seroussi, Eric J. Rignot, Edward Hanna, Robert E. Kopp, I. Velicogna, Gabriela F. Nane, Jonathan Louis Bamber, T. A. Scambos, Ronja Reese, Surendra Adhikari, Michael Oppenheimer, Elizabeth Davis, Trevor R. Hillebrand, Mathieu Morlighem, Denis Felikson, Roger Cooke
preprint en

Abstract

Structured expert judgement (SEJ) is an established method for estimating the likelihood of deeply uncertain outcomes, such as century-to-multicentury ice-sheet changes. We used SEJ to estimate ice-sheet changes through 2300 under scenarios stabilizing in 2100 at 2°C, 3.5°C, and 5°C of global warming. Under a 2°C scenario, the projected median (5th–95th percentile) ice-sheet contribution to GMSL change is 23 (-16 to 76) cm by 2100 and 131 (-45 to 420) cm by 2300; under a 5°C scenario, these values rise to 42 (-34 to 181) cm by 2100 and 365 (10 to 1120) cm by 2300. Relative to a comparable 2018 study, upper-end projections are similar while low-end projections reflect a greater probability of a significant increase in Antarctic accumulation. Combining elicitation results with probabilistic interpolation indicates a GMSL contribution from the Greenland ice sheet under SSP2-4.5 of 16 (-4 to 43) cm by 2100, 33 (-6 to 93) cm by 2150, and 77 (-17 to 234) cm by 2300, exceeding corresponding Intergovernmental Panel on Climate Change Sixth Assessment Report (AR6) medium-confidence estimates in uncertainty and, for 2100 and 2150, median values. For Antarctica, projections of 11 (-34 to 85) cm by 2100, 26 (-54 to 191) cm by 2150, and 105 (-84 to 532) cm by 2300 are more uncertain than AR6 medium-confidence projections. Accounting for tail dependence, 95th-percentile total ice-sheet contributions reach 1.1 m by 2100 and 2.5 m by 2150 under SSP2-4.5, highlighting the potential for multi-meter GMSL rise in the 22nd century under intermediate emissions.

Rutgers, The State University of New Jersey (US), Dartmouth College (US), Goddard Space Flight Center (US), Pennsylvania State University (US), Jet Propulsion Laboratory (US), Los Alamos National Laboratory (US), Cooperative Institute for Research in Environmental Sciences (US), University of Colorado Boulder (US), Durham University (GB), Princeton University (US), University of California, Irvine (US), Resources For The Future (US), Northumbria University (GB), University of Bristol (GB), High Meadows Environmental Institute (US), University of Lincoln (GB), Potsdam Institute for Climate Impact Research (DE), Delft University of Technology (NL)
Climate action
Cryospheric studies and observations
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