A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption

Sampling for dissolved organic carbon (DOC) in the Arctic is challenging given the limited access and because it is not yet possible to measure with instruments deployed in situ. Compared to DOC, colored dissolved organic matter (CDOM) absorption spectroscopy is an easy-to-measure, relatively quick...

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Published in:Geophysical Research Letters
Main Authors: Gonçalves-Araujo, Rafael, Granskog, Mats A., Osburn, Christopher L., Kowalczuk, Piotr, Stedmon, Colin A.
Format: Article in Journal/Newspaper
Language:English
Published: 2023
Subjects:
Online Access:https://orbit.dtu.dk/en/publications/c538fdb5-f4c4-4aa1-866b-928233ef3278
https://doi.org/10.1029/2023GL105028
https://backend.orbit.dtu.dk/ws/files/339541430/Gonc_alves-Araujo_etal_2023_GRL_CDOM_DOC_algorithm.pdf
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spelling ftdtupubl:oai:pure.atira.dk:publications/c538fdb5-f4c4-4aa1-866b-928233ef3278 2024-02-11T09:59:28+01:00 A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption Gonçalves-Araujo, Rafael Granskog, Mats A. Osburn, Christopher L. Kowalczuk, Piotr Stedmon, Colin A. 2023 application/pdf https://orbit.dtu.dk/en/publications/c538fdb5-f4c4-4aa1-866b-928233ef3278 https://doi.org/10.1029/2023GL105028 https://backend.orbit.dtu.dk/ws/files/339541430/Gonc_alves-Araujo_etal_2023_GRL_CDOM_DOC_algorithm.pdf eng eng https://orbit.dtu.dk/en/publications/c538fdb5-f4c4-4aa1-866b-928233ef3278 info:eu-repo/semantics/openAccess Gonçalves-Araujo , R , Granskog , M A , Osburn , C L , Kowalczuk , P & Stedmon , C A 2023 , ' A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption ' , Geophysical Research Letters , vol. 50 , no. 21 , e2023GL105028 . https://doi.org/10.1029/2023GL105028 /dk/atira/pure/sustainabledevelopmentgoals/life_below_water name=SDG 14 - Life Below Water article 2023 ftdtupubl https://doi.org/10.1029/2023GL105028 2024-01-25T00:04:18Z Sampling for dissolved organic carbon (DOC) in the Arctic is challenging given the limited access and because it is not yet possible to measure with instruments deployed in situ. Compared to DOC, colored dissolved organic matter (CDOM) absorption spectroscopy is an easy-to-measure, relatively quick and cost-effective approach which is often closely related to DOC concentrations in water samples. Here we present an algorithm based on quantitative and qualitative metrics of CDOM to provide DOC estimates derived from a Pan-Arctic data set ( n = 3,302) spanning rivers to deep ocean, with DOC ranging between 31 and 1,958 μM. The algorithm provided robust DOC estimates ( r 2 = 0.94; p < 0.0001) and could reproduce DOC profiles and mixing plots across different locations in the Arctic Ocean. Besides its simplicity, this method is capable of capturing the extremely broad range of DOC within the strong gradients observed between Arctic riverine and marine systems. Article in Journal/Newspaper Arctic Arctic Arctic Ocean Technical University of Denmark: DTU Orbit Arctic Arctic Ocean Geophysical Research Letters 50 21
institution Open Polar
collection Technical University of Denmark: DTU Orbit
op_collection_id ftdtupubl
language English
topic /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
spellingShingle /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
Gonçalves-Araujo, Rafael
Granskog, Mats A.
Osburn, Christopher L.
Kowalczuk, Piotr
Stedmon, Colin A.
A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
topic_facet /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
description Sampling for dissolved organic carbon (DOC) in the Arctic is challenging given the limited access and because it is not yet possible to measure with instruments deployed in situ. Compared to DOC, colored dissolved organic matter (CDOM) absorption spectroscopy is an easy-to-measure, relatively quick and cost-effective approach which is often closely related to DOC concentrations in water samples. Here we present an algorithm based on quantitative and qualitative metrics of CDOM to provide DOC estimates derived from a Pan-Arctic data set ( n = 3,302) spanning rivers to deep ocean, with DOC ranging between 31 and 1,958 μM. The algorithm provided robust DOC estimates ( r 2 = 0.94; p < 0.0001) and could reproduce DOC profiles and mixing plots across different locations in the Arctic Ocean. Besides its simplicity, this method is capable of capturing the extremely broad range of DOC within the strong gradients observed between Arctic riverine and marine systems.
format Article in Journal/Newspaper
author Gonçalves-Araujo, Rafael
Granskog, Mats A.
Osburn, Christopher L.
Kowalczuk, Piotr
Stedmon, Colin A.
author_facet Gonçalves-Araujo, Rafael
Granskog, Mats A.
Osburn, Christopher L.
Kowalczuk, Piotr
Stedmon, Colin A.
author_sort Gonçalves-Araujo, Rafael
title A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
title_short A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
title_full A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
title_fullStr A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
title_full_unstemmed A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption
title_sort pan-arctic algorithm to estimate dissolved organic carbon concentrations from colored dissolved organic matter spectral absorption
publishDate 2023
url https://orbit.dtu.dk/en/publications/c538fdb5-f4c4-4aa1-866b-928233ef3278
https://doi.org/10.1029/2023GL105028
https://backend.orbit.dtu.dk/ws/files/339541430/Gonc_alves-Araujo_etal_2023_GRL_CDOM_DOC_algorithm.pdf
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic
Arctic Ocean
genre_facet Arctic
Arctic
Arctic Ocean
op_source Gonçalves-Araujo , R , Granskog , M A , Osburn , C L , Kowalczuk , P & Stedmon , C A 2023 , ' A Pan-Arctic Algorithm to Estimate Dissolved Organic Carbon Concentrations From Colored Dissolved Organic Matter Spectral Absorption ' , Geophysical Research Letters , vol. 50 , no. 21 , e2023GL105028 . https://doi.org/10.1029/2023GL105028
op_relation https://orbit.dtu.dk/en/publications/c538fdb5-f4c4-4aa1-866b-928233ef3278
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op_doi https://doi.org/10.1029/2023GL105028
container_title Geophysical Research Letters
container_volume 50
container_issue 21
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