Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements
Dissolved organic carbon (DOC) dynamics are evolving in the rapidly changing Arctic and a comprehensive understanding of the controlling processes is urgently required. For example, the transport processes governing DOC dynamics are prone to climate-driven alteration given their strong seasonal natu...
Main Authors: | , , , , , , , , |
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Other Authors: | , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
2024
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Online Access: | http://hdl.handle.net/10138/574252 |
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author | Croghan, Danny Ala-Aho, Pertti Welker, Jeffrey Mustonen, Kaisa-Riikka Khamis, Kieran Hannah, David M. Vuorenmaa, Jussi Kløve, Bjørn Marttila, Hannu |
author2 | Suomen ympäristökeskus The Finnish Environment Institute |
author_facet | Croghan, Danny Ala-Aho, Pertti Welker, Jeffrey Mustonen, Kaisa-Riikka Khamis, Kieran Hannah, David M. Vuorenmaa, Jussi Kløve, Bjørn Marttila, Hannu |
author_sort | Croghan, Danny |
collection | HELDA – University of Helsinki Open Repository |
description | Dissolved organic carbon (DOC) dynamics are evolving in the rapidly changing Arctic and a comprehensive understanding of the controlling processes is urgently required. For example, the transport processes governing DOC dynamics are prone to climate-driven alteration given their strong seasonal nature. Hence, high-resolution and long-term studies are required to assess potential seasonal and interannual changes in DOC transport processes. In this study, we monitored DOC at a 30 min resolution from September 2018 to December 2022 in a headwater peatland-influenced stream in northern Finland (Pallas catchment, 68° N). Temporal variability in transport processes was assessed using multiple methods: concentration–discharge (C–Q) slope for seasonal analysis, a modified hysteresis index for event analysis, yield analysis, and random forest regression models to determine the hydroclimatic controls on transport. The findings revealed the following distinct patterns: (a) the slope of the C–Q relationship displayed a strong seasonal trend, indicating increasing transport limitation each month after snowmelt began; (b) the hysteresis index decreased post-snowmelt, signifying the influence of distal sources and DOC mobilization through slower pathways; and (c) interannual variations in these metrics were generally low, often smaller than month-to-month fluctuations. These results highlight the importance of long-term and detailed monitoring to enable separation of inter- and intra-annual variability to better understand the complexities of DOC transport. This study contributes to a broader comprehension of DOC transport dynamics in the Arctic, specifically quantifying seasonal variability and associated mechanistic drivers, which is vital for predicting how the carbon cycle is likely to change in Arctic ecosystems. |
format | Article in Journal/Newspaper |
genre | Arctic Northern Finland Subarctic |
genre_facet | Arctic Northern Finland Subarctic |
geographic | Arctic |
geographic_facet | Arctic |
id | ftunivhelsihelda:oai:helda.helsinki.fi:10138/574252 |
institution | Open Polar |
language | English |
op_collection_id | ftunivhelsihelda |
op_relation | Hydrology and earth system sciences 10.5194/hess-28-1055-2024 1027-5606 4 28 100479 http://hdl.handle.net/10138/574252 URN:NBN:fi-fe2024040915871 |
op_rights | CC BY 4.0 |
publishDate | 2024 |
record_format | openpolar |
spelling | ftunivhelsihelda:oai:helda.helsinki.fi:10138/574252 2025-01-16T20:26:37+00:00 Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements Croghan, Danny Ala-Aho, Pertti Welker, Jeffrey Mustonen, Kaisa-Riikka Khamis, Kieran Hannah, David M. Vuorenmaa, Jussi Kløve, Bjørn Marttila, Hannu Suomen ympäristökeskus The Finnish Environment Institute 2024-04-09T13:36:40Z 1055-1070 application/pdf http://hdl.handle.net/10138/574252 en eng Hydrology and earth system sciences 10.5194/hess-28-1055-2024 1027-5606 4 28 100479 http://hdl.handle.net/10138/574252 URN:NBN:fi-fe2024040915871 CC BY 4.0 liuennut orgaaninen hiili kulkeutuminen vaihtelu joet virtavedet valuma-alueet subarktinen vyöhyke dissolved organic carbon variation rivers catchment areas subarctic zone A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä A1 Journal article (refereed), original research 2024 ftunivhelsihelda 2024-04-09T23:59:54Z Dissolved organic carbon (DOC) dynamics are evolving in the rapidly changing Arctic and a comprehensive understanding of the controlling processes is urgently required. For example, the transport processes governing DOC dynamics are prone to climate-driven alteration given their strong seasonal nature. Hence, high-resolution and long-term studies are required to assess potential seasonal and interannual changes in DOC transport processes. In this study, we monitored DOC at a 30 min resolution from September 2018 to December 2022 in a headwater peatland-influenced stream in northern Finland (Pallas catchment, 68° N). Temporal variability in transport processes was assessed using multiple methods: concentration–discharge (C–Q) slope for seasonal analysis, a modified hysteresis index for event analysis, yield analysis, and random forest regression models to determine the hydroclimatic controls on transport. The findings revealed the following distinct patterns: (a) the slope of the C–Q relationship displayed a strong seasonal trend, indicating increasing transport limitation each month after snowmelt began; (b) the hysteresis index decreased post-snowmelt, signifying the influence of distal sources and DOC mobilization through slower pathways; and (c) interannual variations in these metrics were generally low, often smaller than month-to-month fluctuations. These results highlight the importance of long-term and detailed monitoring to enable separation of inter- and intra-annual variability to better understand the complexities of DOC transport. This study contributes to a broader comprehension of DOC transport dynamics in the Arctic, specifically quantifying seasonal variability and associated mechanistic drivers, which is vital for predicting how the carbon cycle is likely to change in Arctic ecosystems. Article in Journal/Newspaper Arctic Northern Finland Subarctic HELDA – University of Helsinki Open Repository Arctic |
spellingShingle | liuennut orgaaninen hiili kulkeutuminen vaihtelu joet virtavedet valuma-alueet subarktinen vyöhyke dissolved organic carbon variation rivers catchment areas subarctic zone Croghan, Danny Ala-Aho, Pertti Welker, Jeffrey Mustonen, Kaisa-Riikka Khamis, Kieran Hannah, David M. Vuorenmaa, Jussi Kløve, Bjørn Marttila, Hannu Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title | Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title_full | Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title_fullStr | Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title_full_unstemmed | Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title_short | Seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
title_sort | seasonal and interannual dissolved organic carbon transport process dynamics in a subarctic headwater catchment revealed by high-resolution measurements |
topic | liuennut orgaaninen hiili kulkeutuminen vaihtelu joet virtavedet valuma-alueet subarktinen vyöhyke dissolved organic carbon variation rivers catchment areas subarctic zone |
topic_facet | liuennut orgaaninen hiili kulkeutuminen vaihtelu joet virtavedet valuma-alueet subarktinen vyöhyke dissolved organic carbon variation rivers catchment areas subarctic zone |
url | http://hdl.handle.net/10138/574252 |