Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach

© 2018 Elsevier B.V. There is significant spatial and temporal variability associated with greenhouse gas (GHG) fluxes in high-latitude Arctic tundra environments. The objectives of this study are to investigate temporal variability in CO2 and CH4 fluxes at Barrow, AK and to determine the factors ca...

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Published in:Science of The Total Environment
Main Authors: Arora, B, Wainwright, HM, Dwivedi, D, Vaughn, LJS, Curtis, JB, Torn, MS, Dafflon, B, Hubbard, SS
Format: Article in Journal/Newspaper
Language:English
Published: eScholarship, University of California 2019
Subjects:
Online Access:http://www.escholarship.org/uc/item/4w411602
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spelling ftcdlib:qt4w411602 2023-05-15T14:26:49+02:00 Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach Arora, B Wainwright, HM Dwivedi, D Vaughn, LJS Curtis, JB Torn, MS Dafflon, B Hubbard, SS 284 - 299 2019-02-01 application/pdf http://www.escholarship.org/uc/item/4w411602 english eng eScholarship, University of California qt4w411602 http://www.escholarship.org/uc/item/4w411602 public Arora, B; Wainwright, HM; Dwivedi, D; Vaughn, LJS; Curtis, JB; Torn, MS; et al.(2019). Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach. Science of the Total Environment, 649, 284 - 299. doi:10.1016/j.scitotenv.2018.08.251. Lawrence Berkeley National Laboratory: Retrieved from: http://www.escholarship.org/uc/item/4w411602 article 2019 ftcdlib https://doi.org/10.1016/j.scitotenv.2018.08.251 2018-11-16T23:52:21Z © 2018 Elsevier B.V. There is significant spatial and temporal variability associated with greenhouse gas (GHG) fluxes in high-latitude Arctic tundra environments. The objectives of this study are to investigate temporal variability in CO2 and CH4 fluxes at Barrow, AK and to determine the factors causing this variability using a novel entropy-based classification scheme. In particular, we analyzed which geomorphic, soil, vegetation and climatic properties most explained the variability in GHG fluxes (opaque chamber measurements) during the growing season over three successive years. Results indicate that multi-year variability in CO2 fluxes was primarily associated with soil temperature variability as well as vegetation dynamics during the early and late growing season. Temporal variability in CH4 fluxes was primarily associated with changes in vegetation during the growing season and its interactions with primary controls like seasonal thaw. Polygonal ground features, which are common to Arctic regions, also demonstrated significant multi-year variability in GHG fluxes. Our results can be used to prioritize field sampling strategies, with an emphasis on measurements collected at locations and times that explain the most variability in GHG fluxes. For example, we found that sampling primary environmental controls at the centers of high centered polygons in the month of September (when freeze-back period begins) can provide significant constraints on GHG flux variability – a requirement for accurately predicting future changes to GHG fluxes. Overall, entropy results document the impact of changing environmental conditions (e.g., warming, growing season length) on GHG fluxes, thus providing clues concerning the manner in which ecosystem properties may be shifted regionally in a future climate. Article in Journal/Newspaper Arctic Arctic Tundra University of California: eScholarship Arctic Science of The Total Environment 649 284 299
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collection University of California: eScholarship
op_collection_id ftcdlib
language English
description © 2018 Elsevier B.V. There is significant spatial and temporal variability associated with greenhouse gas (GHG) fluxes in high-latitude Arctic tundra environments. The objectives of this study are to investigate temporal variability in CO2 and CH4 fluxes at Barrow, AK and to determine the factors causing this variability using a novel entropy-based classification scheme. In particular, we analyzed which geomorphic, soil, vegetation and climatic properties most explained the variability in GHG fluxes (opaque chamber measurements) during the growing season over three successive years. Results indicate that multi-year variability in CO2 fluxes was primarily associated with soil temperature variability as well as vegetation dynamics during the early and late growing season. Temporal variability in CH4 fluxes was primarily associated with changes in vegetation during the growing season and its interactions with primary controls like seasonal thaw. Polygonal ground features, which are common to Arctic regions, also demonstrated significant multi-year variability in GHG fluxes. Our results can be used to prioritize field sampling strategies, with an emphasis on measurements collected at locations and times that explain the most variability in GHG fluxes. For example, we found that sampling primary environmental controls at the centers of high centered polygons in the month of September (when freeze-back period begins) can provide significant constraints on GHG flux variability – a requirement for accurately predicting future changes to GHG fluxes. Overall, entropy results document the impact of changing environmental conditions (e.g., warming, growing season length) on GHG fluxes, thus providing clues concerning the manner in which ecosystem properties may be shifted regionally in a future climate.
format Article in Journal/Newspaper
author Arora, B
Wainwright, HM
Dwivedi, D
Vaughn, LJS
Curtis, JB
Torn, MS
Dafflon, B
Hubbard, SS
spellingShingle Arora, B
Wainwright, HM
Dwivedi, D
Vaughn, LJS
Curtis, JB
Torn, MS
Dafflon, B
Hubbard, SS
Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
author_facet Arora, B
Wainwright, HM
Dwivedi, D
Vaughn, LJS
Curtis, JB
Torn, MS
Dafflon, B
Hubbard, SS
author_sort Arora, B
title Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
title_short Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
title_full Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
title_fullStr Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
title_full_unstemmed Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach
title_sort evaluating temporal controls on greenhouse gas (ghg) fluxes in an arctic tundra environment: an entropy-based approach
publisher eScholarship, University of California
publishDate 2019
url http://www.escholarship.org/uc/item/4w411602
op_coverage 284 - 299
geographic Arctic
geographic_facet Arctic
genre Arctic
Arctic
Tundra
genre_facet Arctic
Arctic
Tundra
op_source Arora, B; Wainwright, HM; Dwivedi, D; Vaughn, LJS; Curtis, JB; Torn, MS; et al.(2019). Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach. Science of the Total Environment, 649, 284 - 299. doi:10.1016/j.scitotenv.2018.08.251. Lawrence Berkeley National Laboratory: Retrieved from: http://www.escholarship.org/uc/item/4w411602
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op_doi https://doi.org/10.1016/j.scitotenv.2018.08.251
container_title Science of The Total Environment
container_volume 649
container_start_page 284
op_container_end_page 299
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