High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra
Arctic terrestrial greenhouse gas (GHG) fluxes of carbon dioxide (CO 2 ), methane (CH 4 ), and nitrous oxide (N 2 O) play an important role in the global GHG budget. However, these GHG fluxes are rarely studied simultaneously, and our understanding of the conditions controlling them across spatial g...
Published in: | Biogeosciences |
---|---|
Main Authors: | , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Copernicus Publications
2024
|
Subjects: | |
Online Access: | https://doi.org/10.5194/bg-21-335-2024 https://doaj.org/article/1e0a51ba557a4d169539405bdd95a36a |
id |
ftdoajarticles:oai:doaj.org/article:1e0a51ba557a4d169539405bdd95a36a |
---|---|
record_format |
openpolar |
spelling |
ftdoajarticles:oai:doaj.org/article:1e0a51ba557a4d169539405bdd95a36a 2024-02-11T10:01:16+01:00 High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra A.-M. Virkkala P. Niittynen J. Kemppinen M. E. Marushchak C. Voigt G. Hensgens J. Kerttula K. Happonen V. Tyystjärvi C. Biasi J. Hultman J. Rinne M. Luoto 2024-01-01T00:00:00Z https://doi.org/10.5194/bg-21-335-2024 https://doaj.org/article/1e0a51ba557a4d169539405bdd95a36a EN eng Copernicus Publications https://bg.copernicus.org/articles/21/335/2024/bg-21-335-2024.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-21-335-2024 1726-4170 1726-4189 https://doaj.org/article/1e0a51ba557a4d169539405bdd95a36a Biogeosciences, Vol 21, Pp 335-355 (2024) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2024 ftdoajarticles https://doi.org/10.5194/bg-21-335-2024 2024-01-21T01:35:48Z Arctic terrestrial greenhouse gas (GHG) fluxes of carbon dioxide (CO 2 ), methane (CH 4 ), and nitrous oxide (N 2 O) play an important role in the global GHG budget. However, these GHG fluxes are rarely studied simultaneously, and our understanding of the conditions controlling them across spatial gradients is limited. Here, we explore the magnitudes and drivers of GHG fluxes across fine-scale terrestrial gradients during the peak growing season (July) in sub-Arctic Finland. We measured chamber-derived GHG fluxes and soil temperature, soil moisture, soil organic carbon and nitrogen stocks, soil pH, soil carbon-to-nitrogen ( C / N <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="24pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="a1fd226718b6fd2378e4d645ff1b8807"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="bg-21-335-2024-ie00001.svg" width="24pt" height="14pt" src="bg-21-335-2024-ie00001.png"/></svg:svg> ) ratio, soil dissolved organic carbon content, vascular plant biomass, and vegetation type from 101 plots scattered across a heterogeneous tundra landscape (5 km 2 ). We used these field data together with high-resolution remote sensing data to develop machine learning models for predicting (i.e., upscaling) daytime GHG fluxes across the landscape at 2 m resolution. Our results show that this region was on average a daytime net GHG sink during the growing season. Although our results suggest that this sink was driven by CO 2 uptake, it also revealed small but widespread CH 4 uptake in upland vegetation types, almost surpassing the high wetland CH 4 emissions at the landscape scale. Average N 2 O fluxes were negligible. CO 2 fluxes were controlled primarily by annual average soil temperature and biomass (both increase net sink) and vegetation type, CH 4 fluxes by soil moisture (increases net emissions) and vegetation type, and N 2 O fluxes by soil C / N <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="24pt" height="14pt" class="svg-formula" ... Article in Journal/Newspaper Arctic Tundra Directory of Open Access Journals: DOAJ Articles Arctic Biogeosciences 21 2 335 355 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
spellingShingle |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 A.-M. Virkkala P. Niittynen J. Kemppinen M. E. Marushchak C. Voigt G. Hensgens J. Kerttula K. Happonen V. Tyystjärvi C. Biasi J. Hultman J. Rinne M. Luoto High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
topic_facet |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
description |
Arctic terrestrial greenhouse gas (GHG) fluxes of carbon dioxide (CO 2 ), methane (CH 4 ), and nitrous oxide (N 2 O) play an important role in the global GHG budget. However, these GHG fluxes are rarely studied simultaneously, and our understanding of the conditions controlling them across spatial gradients is limited. Here, we explore the magnitudes and drivers of GHG fluxes across fine-scale terrestrial gradients during the peak growing season (July) in sub-Arctic Finland. We measured chamber-derived GHG fluxes and soil temperature, soil moisture, soil organic carbon and nitrogen stocks, soil pH, soil carbon-to-nitrogen ( C / N <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="24pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="a1fd226718b6fd2378e4d645ff1b8807"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="bg-21-335-2024-ie00001.svg" width="24pt" height="14pt" src="bg-21-335-2024-ie00001.png"/></svg:svg> ) ratio, soil dissolved organic carbon content, vascular plant biomass, and vegetation type from 101 plots scattered across a heterogeneous tundra landscape (5 km 2 ). We used these field data together with high-resolution remote sensing data to develop machine learning models for predicting (i.e., upscaling) daytime GHG fluxes across the landscape at 2 m resolution. Our results show that this region was on average a daytime net GHG sink during the growing season. Although our results suggest that this sink was driven by CO 2 uptake, it also revealed small but widespread CH 4 uptake in upland vegetation types, almost surpassing the high wetland CH 4 emissions at the landscape scale. Average N 2 O fluxes were negligible. CO 2 fluxes were controlled primarily by annual average soil temperature and biomass (both increase net sink) and vegetation type, CH 4 fluxes by soil moisture (increases net emissions) and vegetation type, and N 2 O fluxes by soil C / N <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="24pt" height="14pt" class="svg-formula" ... |
format |
Article in Journal/Newspaper |
author |
A.-M. Virkkala P. Niittynen J. Kemppinen M. E. Marushchak C. Voigt G. Hensgens J. Kerttula K. Happonen V. Tyystjärvi C. Biasi J. Hultman J. Rinne M. Luoto |
author_facet |
A.-M. Virkkala P. Niittynen J. Kemppinen M. E. Marushchak C. Voigt G. Hensgens J. Kerttula K. Happonen V. Tyystjärvi C. Biasi J. Hultman J. Rinne M. Luoto |
author_sort |
A.-M. Virkkala |
title |
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
title_short |
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
title_full |
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
title_fullStr |
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
title_full_unstemmed |
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
title_sort |
high-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra |
publisher |
Copernicus Publications |
publishDate |
2024 |
url |
https://doi.org/10.5194/bg-21-335-2024 https://doaj.org/article/1e0a51ba557a4d169539405bdd95a36a |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Tundra |
genre_facet |
Arctic Tundra |
op_source |
Biogeosciences, Vol 21, Pp 335-355 (2024) |
op_relation |
https://bg.copernicus.org/articles/21/335/2024/bg-21-335-2024.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-21-335-2024 1726-4170 1726-4189 https://doaj.org/article/1e0a51ba557a4d169539405bdd95a36a |
op_doi |
https://doi.org/10.5194/bg-21-335-2024 |
container_title |
Biogeosciences |
container_volume |
21 |
container_issue |
2 |
container_start_page |
335 |
op_container_end_page |
355 |
_version_ |
1790597053536010240 |