A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean

The marine cycle of calcium carbonate (CaCO<sub>3</sub>) is an important element of the carbon cycle and co-governs the distribution of carbon and alkalinity within the ocean. However, CaCO<sub>3</sub> export fluxes and mechanisms governing CaCO<sub>3</sub> dissol...

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Main Authors: G. Battaglia, M. Steinacher, F. Joos
Format: Article
Language:English
Published: Copernicus Publications 2016-05-01
Series:Biogeosciences
Online Access:http://www.biogeosciences.net/13/2823/2016/bg-13-2823-2016.pdf
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spelling doaj-2e979bc700f74adf8fee65c799cf8bb62020-11-24T20:53:01ZengCopernicus PublicationsBiogeosciences1726-41701726-41892016-05-011392823284810.5194/bg-13-2823-2016A probabilistic assessment of calcium carbonate export and dissolution in the modern oceanG. Battaglia0M. Steinacher1F. Joos2Climate and Environmental Physics, Physics Institute, University of Bern, Bern, SwitzerlandClimate and Environmental Physics, Physics Institute, University of Bern, Bern, SwitzerlandClimate and Environmental Physics, Physics Institute, University of Bern, Bern, SwitzerlandThe marine cycle of calcium carbonate (CaCO<sub>3</sub>) is an important element of the carbon cycle and co-governs the distribution of carbon and alkalinity within the ocean. However, CaCO<sub>3</sub> export fluxes and mechanisms governing CaCO<sub>3</sub> dissolution are highly uncertain. We present an observationally constrained, probabilistic assessment of the global and regional CaCO<sub>3</sub> budgets. Parameters governing pelagic CaCO<sub>3</sub> export fluxes and dissolution rates are sampled using a Monte Carlo scheme to construct a 1000-member ensemble with the Bern3D ocean model. Ensemble results are constrained by comparing simulated and observation-based fields of excess dissolved calcium carbonate (TA*). The minerals calcite and aragonite are modelled explicitly and ocean–sediment fluxes are considered. For local dissolution rates, either a strong or a weak dependency on CaCO<sub>3</sub> saturation is assumed. In addition, there is the option to have saturation-independent dissolution above the saturation horizon. The median (and 68 % confidence interval) of the constrained model ensemble for global biogenic CaCO<sub>3</sub> export is 0.90 (0.72–1.05) Gt C yr<sup>−1</sup>, that is within the lower half of previously published estimates (0.4–1.8 Gt C yr<sup>−1</sup>). The spatial pattern of CaCO<sub>3</sub> export is broadly consistent with earlier assessments. Export is large in the Southern Ocean, the tropical Indo–Pacific, the northern Pacific and relatively small in the Atlantic. The constrained results are robust across a range of diapycnal mixing coefficients and, thus, ocean circulation strengths. Modelled ocean circulation and transport timescales for the different set-ups were further evaluated with CFC11 and radiocarbon observations. Parameters and mechanisms governing dissolution are hardly constrained by either the TA* data or the current compilation of CaCO<sub>3</sub> flux measurements such that model realisations with and without saturation-dependent dissolution achieve skill. We suggest applying saturation-independent dissolution rates in Earth system models to minimise computational costs.http://www.biogeosciences.net/13/2823/2016/bg-13-2823-2016.pdf
collection DOAJ
language English
format Article
sources DOAJ
author G. Battaglia
M. Steinacher
F. Joos
spellingShingle G. Battaglia
M. Steinacher
F. Joos
A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
Biogeosciences
author_facet G. Battaglia
M. Steinacher
F. Joos
author_sort G. Battaglia
title A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
title_short A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
title_full A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
title_fullStr A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
title_full_unstemmed A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
title_sort a probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
publisher Copernicus Publications
series Biogeosciences
issn 1726-4170
1726-4189
publishDate 2016-05-01
description The marine cycle of calcium carbonate (CaCO<sub>3</sub>) is an important element of the carbon cycle and co-governs the distribution of carbon and alkalinity within the ocean. However, CaCO<sub>3</sub> export fluxes and mechanisms governing CaCO<sub>3</sub> dissolution are highly uncertain. We present an observationally constrained, probabilistic assessment of the global and regional CaCO<sub>3</sub> budgets. Parameters governing pelagic CaCO<sub>3</sub> export fluxes and dissolution rates are sampled using a Monte Carlo scheme to construct a 1000-member ensemble with the Bern3D ocean model. Ensemble results are constrained by comparing simulated and observation-based fields of excess dissolved calcium carbonate (TA*). The minerals calcite and aragonite are modelled explicitly and ocean–sediment fluxes are considered. For local dissolution rates, either a strong or a weak dependency on CaCO<sub>3</sub> saturation is assumed. In addition, there is the option to have saturation-independent dissolution above the saturation horizon. The median (and 68 % confidence interval) of the constrained model ensemble for global biogenic CaCO<sub>3</sub> export is 0.90 (0.72–1.05) Gt C yr<sup>−1</sup>, that is within the lower half of previously published estimates (0.4–1.8 Gt C yr<sup>−1</sup>). The spatial pattern of CaCO<sub>3</sub> export is broadly consistent with earlier assessments. Export is large in the Southern Ocean, the tropical Indo–Pacific, the northern Pacific and relatively small in the Atlantic. The constrained results are robust across a range of diapycnal mixing coefficients and, thus, ocean circulation strengths. Modelled ocean circulation and transport timescales for the different set-ups were further evaluated with CFC11 and radiocarbon observations. Parameters and mechanisms governing dissolution are hardly constrained by either the TA* data or the current compilation of CaCO<sub>3</sub> flux measurements such that model realisations with and without saturation-dependent dissolution achieve skill. We suggest applying saturation-independent dissolution rates in Earth system models to minimise computational costs.
url http://www.biogeosciences.net/13/2823/2016/bg-13-2823-2016.pdf
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