Tracing the Ventilation Pathways of the Deep North Pacific Ocean Using Lagrangian Particles and Eulerian Tracers

Syed Hyder Ali Muttaqi Shah Delft Institute of Applied Mathematics, Delft University of Technology, Delft, Netherlands, and Department of Mathematics, Sukkur Institute of Business Administration, Sukkur, Pakistan

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François W. Primeau Department of Earth System Science, University of California, Irvine, Irvine, California

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Eric Deleersnijder Institute of Mechanics, Materials and Civil Engineering, and Earth and Life Institute, Université Catholique de Louvain, Louvain-la-Neuve, Belgium, and Delft Institute of Applied Mathematics, Delft University of Technology, Delft, Netherlands

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Arnold W. Heemink Delft Institute of Applied Mathematics, Delft University of Technology, Delft, Netherlands

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Abstract

Lagrangian forward and backward models are introduced into a coarse-grid ocean global circulation model to trace the ventilation routes of the deep North Pacific Ocean. The random walk aspect in the Lagrangian model is dictated by a rotated isopycnal diffusivity tensor in the circulation model, and the effect of diffusion is explicitly resolved by means of stochastic terms in the Lagrangian model. The analogy between the probability distribution of a Lagrangian model with Green’s function of an Eulerian tracer transport equation is established. The estimated first- and last-passage time density of the deep North Pacific using both the Eulerian and the Lagrangian models ensured that the Lagrangian pathways and their ensemble statistics are consistent with the Eulerian tracer transport and its adjoint model. Moreover, the sample pathways of the ventilated mass fractions of the deep North Pacific particles to and from the ocean surface are studied.

© 2017 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Syed Hyder Ali Muttaqi Shah, muttaqi_shah@yahoo.com

Abstract

Lagrangian forward and backward models are introduced into a coarse-grid ocean global circulation model to trace the ventilation routes of the deep North Pacific Ocean. The random walk aspect in the Lagrangian model is dictated by a rotated isopycnal diffusivity tensor in the circulation model, and the effect of diffusion is explicitly resolved by means of stochastic terms in the Lagrangian model. The analogy between the probability distribution of a Lagrangian model with Green’s function of an Eulerian tracer transport equation is established. The estimated first- and last-passage time density of the deep North Pacific using both the Eulerian and the Lagrangian models ensured that the Lagrangian pathways and their ensemble statistics are consistent with the Eulerian tracer transport and its adjoint model. Moreover, the sample pathways of the ventilated mass fractions of the deep North Pacific particles to and from the ocean surface are studied.

© 2017 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Syed Hyder Ali Muttaqi Shah, muttaqi_shah@yahoo.com
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