Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...

The ocean is filled with mesoscale eddies that account for most of the oceanic kinetic energy. The importance of eddies in transporting properties and energy across the ocean basins has led to numerous efforts to track their motion. Here, we implement a computer vision technique—the optical flow—to...

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Main Authors: Volkov, Denis, Negahdaripour, Shahriar
Format: Conference Object
Language:unknown
Published: CNES 2023
Subjects:
Online Access:https://dx.doi.org/10.24400/527896/a03-2023.3745
https://ostst.aviso.altimetry.fr/programs/abstracts-details.html?tx_ausyclsseminar_pi2[objAbstracte]=3745&cHash=X
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spelling ftdatacite:10.24400/527896/a03-2023.3745 2024-02-04T10:04:31+01:00 Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ... Volkov, Denis Negahdaripour, Shahriar 2023 https://dx.doi.org/10.24400/527896/a03-2023.3745 https://ostst.aviso.altimetry.fr/programs/abstracts-details.html?tx_ausyclsseminar_pi2[objAbstracte]=3745&cHash=X unknown CNES Article 2023 Ocean Surface Topography Science Team Meeting ConferencePaper 2023 ftdatacite https://doi.org/10.24400/527896/a03-2023.3745 2024-01-05T02:56:24Z The ocean is filled with mesoscale eddies that account for most of the oceanic kinetic energy. The importance of eddies in transporting properties and energy across the ocean basins has led to numerous efforts to track their motion. Here, we implement a computer vision technique—the optical flow—to map the pathways of mesoscale eddies in the South Atlantic Ocean. The optical flow is applied to the pairs of consecutive sea surface height maps produced from a nearly 30-year-long satellite altimetry record. In contrast to other methods to estimate the eddy propagation velocity, the optical flow can reveal the temporal evolution of eddy motion, which is particularly useful in the regions of strong currents. We present the time-dependent estimates of the speed and direction of eddy propagation in the Eulerian frame of reference. In an excellent agreement with earlier studies, the obtained pattern of eddy propagation reveals the interaction of eddies with the background flow and the bottom topography. We show that ... Conference Object South Atlantic Ocean DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
description The ocean is filled with mesoscale eddies that account for most of the oceanic kinetic energy. The importance of eddies in transporting properties and energy across the ocean basins has led to numerous efforts to track their motion. Here, we implement a computer vision technique—the optical flow—to map the pathways of mesoscale eddies in the South Atlantic Ocean. The optical flow is applied to the pairs of consecutive sea surface height maps produced from a nearly 30-year-long satellite altimetry record. In contrast to other methods to estimate the eddy propagation velocity, the optical flow can reveal the temporal evolution of eddy motion, which is particularly useful in the regions of strong currents. We present the time-dependent estimates of the speed and direction of eddy propagation in the Eulerian frame of reference. In an excellent agreement with earlier studies, the obtained pattern of eddy propagation reveals the interaction of eddies with the background flow and the bottom topography. We show that ...
format Conference Object
author Volkov, Denis
Negahdaripour, Shahriar
spellingShingle Volkov, Denis
Negahdaripour, Shahriar
Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
author_facet Volkov, Denis
Negahdaripour, Shahriar
author_sort Volkov, Denis
title Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
title_short Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
title_full Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
title_fullStr Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
title_full_unstemmed Implementation of the Optical Flow to Estimate the Propagation of Eddies in the South Atlantic Ocean ...
title_sort implementation of the optical flow to estimate the propagation of eddies in the south atlantic ocean ...
publisher CNES
publishDate 2023
url https://dx.doi.org/10.24400/527896/a03-2023.3745
https://ostst.aviso.altimetry.fr/programs/abstracts-details.html?tx_ausyclsseminar_pi2[objAbstracte]=3745&cHash=X
genre South Atlantic Ocean
genre_facet South Atlantic Ocean
op_doi https://doi.org/10.24400/527896/a03-2023.3745
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