Atlantic Meridional Overturning Circulation
(AMOC) projections are uncertain due to both model errors,
as well as internal climate variability. An AMOC slowdown
projected by many climate models is likely to have considerable effects on many aspects of global and North Atlantic climate. Previous studies to make probabilistic AMOC
projections have broken new ground. However, they do not
drift-correct or cross-validate the projections, and do not
fully account for internal variability. Furthermore, they consider a limited subset of models, and ignore the skill of models at representing the temporal North Atlantic dynamics.
We improve on previous work by applying Bayesian Model
Averaging to weight 13 Coupled Model Intercomparison
Project phase 5 models by their skill at modeling the AMOC
strength, and its temporal dynamics, as approximated by the
northern North-Atlantic temperature-based AMOC Index.
We make drift-corrected projections accounting for structural model errors, and for the internal variability. Cross-
validation experiments give approximately correct empirical coverage probabilities, which validates our method. Our
results present more evidence that AMOC likely already
started slowing down. While weighting considerably moderates and sharpens our projections, our results are at low end
of previously published estimates. We project mean AMOC
changes between periods 1960–1999 and 2060–2099 of
−4.0 Sv and −6.8 Sv for RCP4.5 and RCP8.5 emissions
scenarios respectively. The corresponding average 90% credible intervals for our weighted experiments are [−7.2, −1.2]
and [−10.5, −3.7] Sv respectively for the two scenarios.
Key Figure
Fig. 11 Probabilistic AMOC change projections 1960–1999 to
2060–2099 [Sv] under RCP8.5 and RCP4.5 emissions scenarios for
the weighted and un-weighted experiments. Red circles changes from
individual models
This page is maintained by Jason Evans |
Last updated 23 January 2018