Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea

International audience In response to global warming, the Arctic is undergoing rapid and unprecedented changes that alter the land-to-sea forcing in large Arctic rivers. Improving our knowledge of terrestrial dissolved organic carbon (tDOC) flux to the coastal Arctic Ocean (AO) is thus critical and...

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Published in:Frontiers in Earth Science
Main Authors: Bertin, Clément, Matsuoka, Atsushi, Mangin, Antoine, Babin, Marcel, Le Fouest, Vincent
Other Authors: LIttoral ENvironnement et Sociétés (LIENSs), La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS), Takuvik Joint International Laboratory (IRL3376), Centre National de la Recherche Scientifique (CNRS), Institute for the Study of Earth, Oceans, and Space Durham (EOS), University of New Hampshire (UNH), Analytic and Computational Research, Inc. - Earth Sciences (ACRI-ST)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.science/hal-03597362
https://hal.science/hal-03597362/document
https://hal.science/hal-03597362/file/feart-10-694062.pdf
https://doi.org/10.3389/feart.2022.694062
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spelling ftunivrochelle:oai:HAL:hal-03597362v1 2024-02-11T10:00:59+01:00 Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea Bertin, Clément Matsuoka, Atsushi Mangin, Antoine Babin, Marcel Le Fouest, Vincent LIttoral ENvironnement et Sociétés (LIENSs) La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS) Takuvik Joint International Laboratory (IRL3376) Centre National de la Recherche Scientifique (CNRS) Institute for the Study of Earth, Oceans, and Space Durham (EOS) University of New Hampshire (UNH) Analytic and Computational Research, Inc. - Earth Sciences (ACRI-ST) 2022-02-21 https://hal.science/hal-03597362 https://hal.science/hal-03597362/document https://hal.science/hal-03597362/file/feart-10-694062.pdf https://doi.org/10.3389/feart.2022.694062 en eng HAL CCSD Frontiers Media info:eu-repo/semantics/altIdentifier/doi/10.3389/feart.2022.694062 hal-03597362 https://hal.science/hal-03597362 https://hal.science/hal-03597362/document https://hal.science/hal-03597362/file/feart-10-694062.pdf doi:10.3389/feart.2022.694062 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 2296-6463 Frontiers in Earth Science https://hal.science/hal-03597362 Frontiers in Earth Science, 2022, 10, ⟨10.3389/feart.2022.694062⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2022 ftunivrochelle https://doi.org/10.3389/feart.2022.694062 2024-01-23T23:34:23Z International audience In response to global warming, the Arctic is undergoing rapid and unprecedented changes that alter the land-to-sea forcing in large Arctic rivers. Improving our knowledge of terrestrial dissolved organic carbon (tDOC) flux to the coastal Arctic Ocean (AO) is thus critical and timely as these changes strongly alter the biogeochemical cycles on AO shelves. In this study, we merged riverine in situ tDOC concentrations with satellite ocean-color estimates retrieved at the land-marine interface of the Mackenzie Delta to make a first assessment of the tDOC export from its main outlets to the shelf. We combined tDOC and river discharge data to develop a regression model that simulated tDOC concentrations and fluxes from daily to interannual (2003–2017) time scales. We then compared the simulated satellite-derived estimates to those simulated by the model constrained by in situ tDOC data only. As the satellite tDOC estimates reflect the delta effect in terms of tDOC enrichment and removal, our results inform us of how much tDOC can potentially leave the delta to reach the ocean (1.44 ± 0.14 TgC.yr −1 ). The chemodynamic relationships and the model suggest contrasting patterns between Shallow Bay and the two easternmost delta outlets, which can be explained by the variability in their geomorphological settings. At the seasonal scale and for all outlets, the satellite-derived tDOC export departs from the estimate based on in situ tDOC data only. During the river freshet in May, the satellite-derived tDOC export is, on average, ∼15% (Shallow Bay) to ∼20% (Beluga Bay) lower than the in situ-derived estimate. This difference was the highest (−60%) in 2005 and exceeds 30% over most of the last decade, and can be explained by qualitative and quantitative differences between the tDOC in situ and tDOC sat datasets in a period when the freshet is highly variable. In contrast, in summer and fall, the satellite-derived tDOC export is higher than the in situ-derived estimate. The temporal difference between ... Article in Journal/Newspaper Arctic Arctic Ocean Beaufort Sea Beluga Beluga* Global warming Mackenzie Delta Mackenzie river HAL - Université de La Rochelle Arctic Arctic Ocean Mackenzie River Mackenzie Delta ENVELOPE(-136.672,-136.672,68.833,68.833) Shallow Bay ENVELOPE(67.467,67.467,-67.817,-67.817) Beluga Bay ENVELOPE(-135.089,-135.089,69.583,69.583) Frontiers in Earth Science 10
institution Open Polar
collection HAL - Université de La Rochelle
op_collection_id ftunivrochelle
language English
topic [SDE]Environmental Sciences
spellingShingle [SDE]Environmental Sciences
Bertin, Clément
Matsuoka, Atsushi
Mangin, Antoine
Babin, Marcel
Le Fouest, Vincent
Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
topic_facet [SDE]Environmental Sciences
description International audience In response to global warming, the Arctic is undergoing rapid and unprecedented changes that alter the land-to-sea forcing in large Arctic rivers. Improving our knowledge of terrestrial dissolved organic carbon (tDOC) flux to the coastal Arctic Ocean (AO) is thus critical and timely as these changes strongly alter the biogeochemical cycles on AO shelves. In this study, we merged riverine in situ tDOC concentrations with satellite ocean-color estimates retrieved at the land-marine interface of the Mackenzie Delta to make a first assessment of the tDOC export from its main outlets to the shelf. We combined tDOC and river discharge data to develop a regression model that simulated tDOC concentrations and fluxes from daily to interannual (2003–2017) time scales. We then compared the simulated satellite-derived estimates to those simulated by the model constrained by in situ tDOC data only. As the satellite tDOC estimates reflect the delta effect in terms of tDOC enrichment and removal, our results inform us of how much tDOC can potentially leave the delta to reach the ocean (1.44 ± 0.14 TgC.yr −1 ). The chemodynamic relationships and the model suggest contrasting patterns between Shallow Bay and the two easternmost delta outlets, which can be explained by the variability in their geomorphological settings. At the seasonal scale and for all outlets, the satellite-derived tDOC export departs from the estimate based on in situ tDOC data only. During the river freshet in May, the satellite-derived tDOC export is, on average, ∼15% (Shallow Bay) to ∼20% (Beluga Bay) lower than the in situ-derived estimate. This difference was the highest (−60%) in 2005 and exceeds 30% over most of the last decade, and can be explained by qualitative and quantitative differences between the tDOC in situ and tDOC sat datasets in a period when the freshet is highly variable. In contrast, in summer and fall, the satellite-derived tDOC export is higher than the in situ-derived estimate. The temporal difference between ...
author2 LIttoral ENvironnement et Sociétés (LIENSs)
La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS)
Takuvik Joint International Laboratory (IRL3376)
Centre National de la Recherche Scientifique (CNRS)
Institute for the Study of Earth, Oceans, and Space Durham (EOS)
University of New Hampshire (UNH)
Analytic and Computational Research, Inc. - Earth Sciences (ACRI-ST)
format Article in Journal/Newspaper
author Bertin, Clément
Matsuoka, Atsushi
Mangin, Antoine
Babin, Marcel
Le Fouest, Vincent
author_facet Bertin, Clément
Matsuoka, Atsushi
Mangin, Antoine
Babin, Marcel
Le Fouest, Vincent
author_sort Bertin, Clément
title Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
title_short Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
title_full Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
title_fullStr Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
title_full_unstemmed Merging Satellite and in situ Data to Assess the Flux of Terrestrial Dissolved Organic Carbon From the Mackenzie River to the Coastal Beaufort Sea
title_sort merging satellite and in situ data to assess the flux of terrestrial dissolved organic carbon from the mackenzie river to the coastal beaufort sea
publisher HAL CCSD
publishDate 2022
url https://hal.science/hal-03597362
https://hal.science/hal-03597362/document
https://hal.science/hal-03597362/file/feart-10-694062.pdf
https://doi.org/10.3389/feart.2022.694062
long_lat ENVELOPE(-136.672,-136.672,68.833,68.833)
ENVELOPE(67.467,67.467,-67.817,-67.817)
ENVELOPE(-135.089,-135.089,69.583,69.583)
geographic Arctic
Arctic Ocean
Mackenzie River
Mackenzie Delta
Shallow Bay
Beluga Bay
geographic_facet Arctic
Arctic Ocean
Mackenzie River
Mackenzie Delta
Shallow Bay
Beluga Bay
genre Arctic
Arctic Ocean
Beaufort Sea
Beluga
Beluga*
Global warming
Mackenzie Delta
Mackenzie river
genre_facet Arctic
Arctic Ocean
Beaufort Sea
Beluga
Beluga*
Global warming
Mackenzie Delta
Mackenzie river
op_source ISSN: 2296-6463
Frontiers in Earth Science
https://hal.science/hal-03597362
Frontiers in Earth Science, 2022, 10, ⟨10.3389/feart.2022.694062⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3389/feart.2022.694062
hal-03597362
https://hal.science/hal-03597362
https://hal.science/hal-03597362/document
https://hal.science/hal-03597362/file/feart-10-694062.pdf
doi:10.3389/feart.2022.694062
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3389/feart.2022.694062
container_title Frontiers in Earth Science
container_volume 10
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