Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem

In this paper we present the first decadal reanalysis simulation of the biogeochemistry of the North West European shelf, along with a full evaluation of its skill and value. An error-characterized satellite product for chlorophyll was assimilated into a physical-biogeochemical model of the North Ea...

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Published in:Journal of Geophysical Research: Oceans
Main Authors: Ciavatta, S, Kay, S, Saux Picart, S, Butenschon, M, Allen, JI
Format: Article in Journal/Newspaper
Language:English
Published: AGU Publications 2016
Subjects:
Online Access:http://plymsea.ac.uk/id/eprint/6917/
http://plymsea.ac.uk/id/eprint/6917/7/Ciavatta_et_al-2016-Journal_of_Geophysical_Research__Oceans.pdf
http://onlinelibrary.wiley.com/doi/10.1002/2015JC011496/full
https://doi.org/10.1002/2015JC011496
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spelling ftplymouthml:oai:plymsea.ac.uk:6917 2023-05-15T17:38:34+02:00 Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem Ciavatta, S Kay, S Saux Picart, S Butenschon, M Allen, JI 2016-04-26 text http://plymsea.ac.uk/id/eprint/6917/ http://plymsea.ac.uk/id/eprint/6917/7/Ciavatta_et_al-2016-Journal_of_Geophysical_Research__Oceans.pdf http://onlinelibrary.wiley.com/doi/10.1002/2015JC011496/full https://doi.org/10.1002/2015JC011496 en eng AGU Publications http://plymsea.ac.uk/id/eprint/6917/7/Ciavatta_et_al-2016-Journal_of_Geophysical_Research__Oceans.pdf Ciavatta, S; Kay, S; Saux Picart, S; Butenschon, M; Allen, JI. 2016 Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem. Journal of Geophysical Research-Oceans, 121 (4). 1824-1845. https://doi.org/10.1002/2015JC011496 <https://doi.org/10.1002/2015JC011496> cc_by_4 info:eu-repo/semantics/openAccess CC-BY Data and Information Earth Observation - Remote Sensing Marine Sciences Oceanography Policies Publication - Article PeerReviewed info:eu-repo/semantics/article 2016 ftplymouthml https://doi.org/10.1002/2015JC011496 2022-09-13T05:48:49Z In this paper we present the first decadal reanalysis simulation of the biogeochemistry of the North West European shelf, along with a full evaluation of its skill and value. An error-characterized satellite product for chlorophyll was assimilated into a physical-biogeochemical model of the North East Atlantic, applying a localized Ensemble Kalman filter. The results showed that the reanalysis improved the model predictions of assimilated chlorophyll in 60% of the study region. Model validation metrics showed that the reanalysis had skill in matching a large dataset of in situ observations for ten ecosystem variables. Spearman rank correlations were significant and higher than 0.7 for physical-chemical variables (temperature, salinity, oxygen), ∼0.6 for chlorophyll and nutrients (phosphate, nitrate, silicate), and significant, though lower in value, for partial pressure of dissolved carbon dioxide (∼0.4). The reanalysis captured the magnitude of pH and ammonia observations, but not their variability. The value of the reanalysis for assessing environmental status and variability has been exemplified in two case studies. The first shows that between 340,000-380,000 km2 of shelf bottom waters were oxygen deficient potentially threatening bottom fishes and benthos. The second application confirmed that the shelf is a net sink of atmospheric carbon dioxide, but the total amount of uptake varies between 36-46 Tg C yr−1 at a 90% confidence level. These results indicate that the reanalysis output dataset can inform the management of the North West European shelf ecosystem, in relation to eutrophication, fishery, and variability of the carbon cycle. Article in Journal/Newspaper North East Atlantic Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML) Journal of Geophysical Research: Oceans 121 3 1824 1845
institution Open Polar
collection Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML)
op_collection_id ftplymouthml
language English
topic Data and Information
Earth Observation - Remote Sensing
Marine Sciences
Oceanography
Policies
spellingShingle Data and Information
Earth Observation - Remote Sensing
Marine Sciences
Oceanography
Policies
Ciavatta, S
Kay, S
Saux Picart, S
Butenschon, M
Allen, JI
Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
topic_facet Data and Information
Earth Observation - Remote Sensing
Marine Sciences
Oceanography
Policies
description In this paper we present the first decadal reanalysis simulation of the biogeochemistry of the North West European shelf, along with a full evaluation of its skill and value. An error-characterized satellite product for chlorophyll was assimilated into a physical-biogeochemical model of the North East Atlantic, applying a localized Ensemble Kalman filter. The results showed that the reanalysis improved the model predictions of assimilated chlorophyll in 60% of the study region. Model validation metrics showed that the reanalysis had skill in matching a large dataset of in situ observations for ten ecosystem variables. Spearman rank correlations were significant and higher than 0.7 for physical-chemical variables (temperature, salinity, oxygen), ∼0.6 for chlorophyll and nutrients (phosphate, nitrate, silicate), and significant, though lower in value, for partial pressure of dissolved carbon dioxide (∼0.4). The reanalysis captured the magnitude of pH and ammonia observations, but not their variability. The value of the reanalysis for assessing environmental status and variability has been exemplified in two case studies. The first shows that between 340,000-380,000 km2 of shelf bottom waters were oxygen deficient potentially threatening bottom fishes and benthos. The second application confirmed that the shelf is a net sink of atmospheric carbon dioxide, but the total amount of uptake varies between 36-46 Tg C yr−1 at a 90% confidence level. These results indicate that the reanalysis output dataset can inform the management of the North West European shelf ecosystem, in relation to eutrophication, fishery, and variability of the carbon cycle.
format Article in Journal/Newspaper
author Ciavatta, S
Kay, S
Saux Picart, S
Butenschon, M
Allen, JI
author_facet Ciavatta, S
Kay, S
Saux Picart, S
Butenschon, M
Allen, JI
author_sort Ciavatta, S
title Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
title_short Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
title_full Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
title_fullStr Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
title_full_unstemmed Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem
title_sort decadal reanalysis of biogeochemical indicators and fluxes in the north west european shelf-sea ecosystem
publisher AGU Publications
publishDate 2016
url http://plymsea.ac.uk/id/eprint/6917/
http://plymsea.ac.uk/id/eprint/6917/7/Ciavatta_et_al-2016-Journal_of_Geophysical_Research__Oceans.pdf
http://onlinelibrary.wiley.com/doi/10.1002/2015JC011496/full
https://doi.org/10.1002/2015JC011496
genre North East Atlantic
genre_facet North East Atlantic
op_relation http://plymsea.ac.uk/id/eprint/6917/7/Ciavatta_et_al-2016-Journal_of_Geophysical_Research__Oceans.pdf
Ciavatta, S; Kay, S; Saux Picart, S; Butenschon, M; Allen, JI. 2016 Decadal reanalysis of biogeochemical indicators and fluxes in the North West European shelf-sea ecosystem. Journal of Geophysical Research-Oceans, 121 (4). 1824-1845. https://doi.org/10.1002/2015JC011496 <https://doi.org/10.1002/2015JC011496>
op_rights cc_by_4
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.1002/2015JC011496
container_title Journal of Geophysical Research: Oceans
container_volume 121
container_issue 3
container_start_page 1824
op_container_end_page 1845
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