An offline implicit solver for simulating prebomb radiocarbon

It takes several thousand years for the deep-ocean concentration of natural radiocarbon to come to equilibrium with surface fluxes, making it computationally too expensive to routinely simulate it with moderate- to high-resolution ocean models. We present an implicit solver for computing prebomb δ14...

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Main Authors: Bardin, A, Primeau, F, Lindsay, K
Format: Article in Journal/Newspaper
Language:unknown
Published: eScholarship, University of California 2014
Subjects:
Online Access:https://escholarship.org/uc/item/7rb5h01x
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author Bardin, A
Primeau, F
Lindsay, K
author_facet Bardin, A
Primeau, F
Lindsay, K
author_sort Bardin, A
collection University of California: eScholarship
description It takes several thousand years for the deep-ocean concentration of natural radiocarbon to come to equilibrium with surface fluxes, making it computationally too expensive to routinely simulate it with moderate- to high-resolution ocean models. We present an implicit solver for computing prebomb δ14C that requires the equivalent of only a few tens of model years to reach equilibrium. The solver uses a Newton-Krylov algorithm with a preconditioner based on a coarse-grained annually-averaged tracer-transport operator. Coarse-graining provides a general approach for developing preconditioners for models of increasing resolution. We implemented and tested the solver for the ocean component of the Community Earth System Model (CESM) with a nominal horizontal resolution of 1° × 1° and with 60 vertical levels. Simulated δ14C values are in good agreement with observations at the surface and in the North Atlantic, but the deep North Pacific simulated values show a substantial bias, with prebomb radiocarbon δ14C values translating to ages that are twice the observationally based estimate. This bias is substantially larger than published simulations obtained with coarser resolution models, suggesting that increasing model resolution does not automatically improve the fidelity of the deep ocean ventilation processes. We therefore recommend that natural δ14C be used as a deep-ocean ventilation metric for critically evaluating deep ocean circulation. © 2013 Elsevier Ltd.
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spelling ftcdlib:oai:escholarship.org/ark:/13030/qt7rb5h01x 2025-01-16T23:41:30+00:00 An offline implicit solver for simulating prebomb radiocarbon Bardin, A Primeau, F Lindsay, K 2014-01-01 application/pdf https://escholarship.org/uc/item/7rb5h01x unknown eScholarship, University of California qt7rb5h01x https://escholarship.org/uc/item/7rb5h01x CC-BY CC-BY Oceanography Maritime Engineering article 2014 ftcdlib 2021-06-28T17:07:24Z It takes several thousand years for the deep-ocean concentration of natural radiocarbon to come to equilibrium with surface fluxes, making it computationally too expensive to routinely simulate it with moderate- to high-resolution ocean models. We present an implicit solver for computing prebomb δ14C that requires the equivalent of only a few tens of model years to reach equilibrium. The solver uses a Newton-Krylov algorithm with a preconditioner based on a coarse-grained annually-averaged tracer-transport operator. Coarse-graining provides a general approach for developing preconditioners for models of increasing resolution. We implemented and tested the solver for the ocean component of the Community Earth System Model (CESM) with a nominal horizontal resolution of 1° × 1° and with 60 vertical levels. Simulated δ14C values are in good agreement with observations at the surface and in the North Atlantic, but the deep North Pacific simulated values show a substantial bias, with prebomb radiocarbon δ14C values translating to ages that are twice the observationally based estimate. This bias is substantially larger than published simulations obtained with coarser resolution models, suggesting that increasing model resolution does not automatically improve the fidelity of the deep ocean ventilation processes. We therefore recommend that natural δ14C be used as a deep-ocean ventilation metric for critically evaluating deep ocean circulation. © 2013 Elsevier Ltd. Article in Journal/Newspaper North Atlantic University of California: eScholarship Pacific
spellingShingle Oceanography
Maritime Engineering
Bardin, A
Primeau, F
Lindsay, K
An offline implicit solver for simulating prebomb radiocarbon
title An offline implicit solver for simulating prebomb radiocarbon
title_full An offline implicit solver for simulating prebomb radiocarbon
title_fullStr An offline implicit solver for simulating prebomb radiocarbon
title_full_unstemmed An offline implicit solver for simulating prebomb radiocarbon
title_short An offline implicit solver for simulating prebomb radiocarbon
title_sort offline implicit solver for simulating prebomb radiocarbon
topic Oceanography
Maritime Engineering
topic_facet Oceanography
Maritime Engineering
url https://escholarship.org/uc/item/7rb5h01x