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Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem

There is a growing interest on physical and biogeochemical oceanic hindcasts and forecasts from a wide range of users and businesses. In this contribution we present an operational biogeochemical forecast system for the Portuguese and Galician oceanographic regions, where atmospheric, hydrodynamic a...

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Autores principales: Marta-Almeida, Martinho, Reboreda, Rosa, Rocha, Carlos, Dubert, Jesus, Nolasco, Rita, Cordeiro, Nuno, Luna, Tiago, Rocha, Alfredo, Lencart e Silva, João D., Queiroga, Henrique, Peliz, Alvaro, Ruiz-Villarreal, Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362566/
https://www.ncbi.nlm.nih.gov/pubmed/22666349
http://dx.doi.org/10.1371/journal.pone.0037343
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author Marta-Almeida, Martinho
Reboreda, Rosa
Rocha, Carlos
Dubert, Jesus
Nolasco, Rita
Cordeiro, Nuno
Luna, Tiago
Rocha, Alfredo
Lencart e Silva, João D.
Queiroga, Henrique
Peliz, Alvaro
Ruiz-Villarreal, Manuel
author_facet Marta-Almeida, Martinho
Reboreda, Rosa
Rocha, Carlos
Dubert, Jesus
Nolasco, Rita
Cordeiro, Nuno
Luna, Tiago
Rocha, Alfredo
Lencart e Silva, João D.
Queiroga, Henrique
Peliz, Alvaro
Ruiz-Villarreal, Manuel
author_sort Marta-Almeida, Martinho
collection PubMed
description There is a growing interest on physical and biogeochemical oceanic hindcasts and forecasts from a wide range of users and businesses. In this contribution we present an operational biogeochemical forecast system for the Portuguese and Galician oceanographic regions, where atmospheric, hydrodynamic and biogeochemical variables are integrated. The ocean model ROMS, with a horizontal resolution of 3 km, is forced by the atmospheric model WRF and includes a Nutrients-Phytoplankton-Zooplankton-Detritus biogeochemical module (NPZD). In addition to oceanographic variables, the system predicts the concentration of nitrate, phytoplankton, zooplankton and detritus (mmol N m(−3)). Model results are compared against radar currents and remote sensed SST and chlorophyll. Quantitative skill assessment during a summer upwelling period shows that our modelling system adequately represents the surface circulation over the shelf including the observed spatial variability and trends of temperature and chlorophyll concentration. Additionally, the skill assessment also shows some deficiencies like the overestimation of upwelling circulation and consequently, of the duration and intensity of the phytoplankton blooms. These and other departures from the observations are discussed, their origins identified and future improvements suggested. The forecast system is the first of its kind in the region and provides free online distribution of model input and output, as well as comparisons of model results with satellite imagery for qualitative operational assessment of model skill.
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spelling pubmed-33625662012-06-04 Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem Marta-Almeida, Martinho Reboreda, Rosa Rocha, Carlos Dubert, Jesus Nolasco, Rita Cordeiro, Nuno Luna, Tiago Rocha, Alfredo Lencart e Silva, João D. Queiroga, Henrique Peliz, Alvaro Ruiz-Villarreal, Manuel PLoS One Research Article There is a growing interest on physical and biogeochemical oceanic hindcasts and forecasts from a wide range of users and businesses. In this contribution we present an operational biogeochemical forecast system for the Portuguese and Galician oceanographic regions, where atmospheric, hydrodynamic and biogeochemical variables are integrated. The ocean model ROMS, with a horizontal resolution of 3 km, is forced by the atmospheric model WRF and includes a Nutrients-Phytoplankton-Zooplankton-Detritus biogeochemical module (NPZD). In addition to oceanographic variables, the system predicts the concentration of nitrate, phytoplankton, zooplankton and detritus (mmol N m(−3)). Model results are compared against radar currents and remote sensed SST and chlorophyll. Quantitative skill assessment during a summer upwelling period shows that our modelling system adequately represents the surface circulation over the shelf including the observed spatial variability and trends of temperature and chlorophyll concentration. Additionally, the skill assessment also shows some deficiencies like the overestimation of upwelling circulation and consequently, of the duration and intensity of the phytoplankton blooms. These and other departures from the observations are discussed, their origins identified and future improvements suggested. The forecast system is the first of its kind in the region and provides free online distribution of model input and output, as well as comparisons of model results with satellite imagery for qualitative operational assessment of model skill. Public Library of Science 2012-05-29 /pmc/articles/PMC3362566/ /pubmed/22666349 http://dx.doi.org/10.1371/journal.pone.0037343 Text en Marta-Almeida et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Marta-Almeida, Martinho
Reboreda, Rosa
Rocha, Carlos
Dubert, Jesus
Nolasco, Rita
Cordeiro, Nuno
Luna, Tiago
Rocha, Alfredo
Lencart e Silva, João D.
Queiroga, Henrique
Peliz, Alvaro
Ruiz-Villarreal, Manuel
Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title_full Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title_fullStr Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title_full_unstemmed Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title_short Towards Operational Modeling and Forecasting of the Iberian Shelves Ecosystem
title_sort towards operational modeling and forecasting of the iberian shelves ecosystem
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362566/
https://www.ncbi.nlm.nih.gov/pubmed/22666349
http://dx.doi.org/10.1371/journal.pone.0037343
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