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...
Published in: | Frontiers in Earth Science |
---|---|
Main Authors: | , , , , |
Other Authors: | , |
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 |
id |
ftinsu:oai:HAL:hal-03597362v1 |
---|---|
record_format |
openpolar |
spelling |
ftinsu:oai:HAL:hal-03597362v1 2023-05-15T14:58:12+02:00 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 - UMR 7266 (LIENSs) Institut national des sciences de l'Univers (INSU - CNRS)-La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS) 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 ftinsu https://doi.org/10.3389/feart.2022.694062 2023-02-15T17:56:35Z 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 Institut national des sciences de l'Univers: HAL-INSU Arctic Arctic Ocean Beluga Bay ENVELOPE(-135.089,-135.089,69.583,69.583) Mackenzie Delta ENVELOPE(-136.672,-136.672,68.833,68.833) Mackenzie River Shallow Bay ENVELOPE(67.467,67.467,-67.817,-67.817) Frontiers in Earth Science 10 |
institution |
Open Polar |
collection |
Institut national des sciences de l'Univers: HAL-INSU |
op_collection_id |
ftinsu |
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 - UMR 7266 (LIENSs) Institut national des sciences de l'Univers (INSU - CNRS)-La Rochelle Université (ULR)-Centre National de la Recherche Scientifique (CNRS) |
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(-135.089,-135.089,69.583,69.583) ENVELOPE(-136.672,-136.672,68.833,68.833) ENVELOPE(67.467,67.467,-67.817,-67.817) |
geographic |
Arctic Arctic Ocean Beluga Bay Mackenzie Delta Mackenzie River Shallow Bay |
geographic_facet |
Arctic Arctic Ocean Beluga Bay Mackenzie Delta Mackenzie River Shallow 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 |
_version_ |
1766330288959389696 |