Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data

Arctic tundra ecosystems will play a key role in future climate change due to intensifying permafrost thawing, plant growth and ecosystem carbon exchange, but monitoring these changes may be challenging due to the heterogeneity of Arctic landscapes. We examined spatial variation and linkages of soil...

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Published in:Biogeosciences
Main Authors: J. Mikola, T. Virtanen, M. Linkosalmi, E. Vähä, J. Nyman, O. Postanogova, A. Räsänen, D. J. Kotze, T. Laurila, S. Juutinen, V. Kondratyev, M. Aurela
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2018
Subjects:
Online Access:https://doi.org/10.5194/bg-15-2781-2018
https://doaj.org/article/20a90fb2039e4a08b63c8fd98cc6277b
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spelling ftdoajarticles:oai:doaj.org/article:20a90fb2039e4a08b63c8fd98cc6277b 2023-05-15T14:54:23+02:00 Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data J. Mikola T. Virtanen M. Linkosalmi E. Vähä J. Nyman O. Postanogova A. Räsänen D. J. Kotze T. Laurila S. Juutinen V. Kondratyev M. Aurela 2018-05-01T00:00:00Z https://doi.org/10.5194/bg-15-2781-2018 https://doaj.org/article/20a90fb2039e4a08b63c8fd98cc6277b EN eng Copernicus Publications https://www.biogeosciences.net/15/2781/2018/bg-15-2781-2018.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-15-2781-2018 1726-4170 1726-4189 https://doaj.org/article/20a90fb2039e4a08b63c8fd98cc6277b Biogeosciences, Vol 15, Pp 2781-2801 (2018) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2018 ftdoajarticles https://doi.org/10.5194/bg-15-2781-2018 2023-01-08T01:37:03Z Arctic tundra ecosystems will play a key role in future climate change due to intensifying permafrost thawing, plant growth and ecosystem carbon exchange, but monitoring these changes may be challenging due to the heterogeneity of Arctic landscapes. We examined spatial variation and linkages of soil and plant attributes in a site of Siberian Arctic tundra in Tiksi, northeast Russia, and evaluated possibilities to capture this variation by remote sensing for the benefit of carbon exchange measurements and landscape extrapolation. We distinguished nine land cover types (LCTs) and to characterize them, sampled 92 study plots for plant and soil attributes in 2014. Moreover, to test if variation in plant and soil attributes can be detected using remote sensing, we produced a normalized difference vegetation index (NDVI) and topographical parameters for each study plot using three very high spatial resolution multispectral satellite images. We found that soils ranged from mineral soils in bare soil and lichen tundra LCTs to soils of high percentage of organic matter (OM) in graminoid tundra, bog, dry fen and wet fen. OM content of the top soil was on average 14 g dm −3 in bare soil and lichen tundra and 89 g dm −3 in other LCTs. Total moss biomass varied from 0 to 820 g m −2 , total vascular shoot mass from 7 to 112 g m −2 and vascular leaf area index (LAI) from 0.04 to 0.95 among LCTs. In late summer, soil temperatures at 15 cm depth were on average 14 °C in bare soil and lichen tundra, and varied from 5 to 9 °C in other LCTs. On average, depth of the biologically active, unfrozen soil layer doubled from early July to mid-August. When contrasted across study plots, moss biomass was positively associated with soil OM % and OM content and negatively associated with soil temperature, explaining 14–34 % of variation. Vascular shoot mass and LAI were also positively associated with soil OM content, and LAI with active layer depth, but only explained 6–15 % of variation. NDVI captured variation in vascular LAI better than ... Article in Journal/Newspaper Arctic Climate change permafrost Tiksi Tundra Directory of Open Access Journals: DOAJ Articles Arctic Tiksi ENVELOPE(128.867,128.867,71.633,71.633) Biogeosciences 15 9 2781 2801
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
J. Mikola
T. Virtanen
M. Linkosalmi
E. Vähä
J. Nyman
O. Postanogova
A. Räsänen
D. J. Kotze
T. Laurila
S. Juutinen
V. Kondratyev
M. Aurela
Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
topic_facet Ecology
QH540-549.5
Life
QH501-531
Geology
QE1-996.5
description Arctic tundra ecosystems will play a key role in future climate change due to intensifying permafrost thawing, plant growth and ecosystem carbon exchange, but monitoring these changes may be challenging due to the heterogeneity of Arctic landscapes. We examined spatial variation and linkages of soil and plant attributes in a site of Siberian Arctic tundra in Tiksi, northeast Russia, and evaluated possibilities to capture this variation by remote sensing for the benefit of carbon exchange measurements and landscape extrapolation. We distinguished nine land cover types (LCTs) and to characterize them, sampled 92 study plots for plant and soil attributes in 2014. Moreover, to test if variation in plant and soil attributes can be detected using remote sensing, we produced a normalized difference vegetation index (NDVI) and topographical parameters for each study plot using three very high spatial resolution multispectral satellite images. We found that soils ranged from mineral soils in bare soil and lichen tundra LCTs to soils of high percentage of organic matter (OM) in graminoid tundra, bog, dry fen and wet fen. OM content of the top soil was on average 14 g dm −3 in bare soil and lichen tundra and 89 g dm −3 in other LCTs. Total moss biomass varied from 0 to 820 g m −2 , total vascular shoot mass from 7 to 112 g m −2 and vascular leaf area index (LAI) from 0.04 to 0.95 among LCTs. In late summer, soil temperatures at 15 cm depth were on average 14 °C in bare soil and lichen tundra, and varied from 5 to 9 °C in other LCTs. On average, depth of the biologically active, unfrozen soil layer doubled from early July to mid-August. When contrasted across study plots, moss biomass was positively associated with soil OM % and OM content and negatively associated with soil temperature, explaining 14–34 % of variation. Vascular shoot mass and LAI were also positively associated with soil OM content, and LAI with active layer depth, but only explained 6–15 % of variation. NDVI captured variation in vascular LAI better than ...
format Article in Journal/Newspaper
author J. Mikola
T. Virtanen
M. Linkosalmi
E. Vähä
J. Nyman
O. Postanogova
A. Räsänen
D. J. Kotze
T. Laurila
S. Juutinen
V. Kondratyev
M. Aurela
author_facet J. Mikola
T. Virtanen
M. Linkosalmi
E. Vähä
J. Nyman
O. Postanogova
A. Räsänen
D. J. Kotze
T. Laurila
S. Juutinen
V. Kondratyev
M. Aurela
author_sort J. Mikola
title Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
title_short Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
title_full Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
title_fullStr Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
title_full_unstemmed Spatial variation and linkages of soil and vegetation in the Siberian Arctic tundra – coupling field observations with remote sensing data
title_sort spatial variation and linkages of soil and vegetation in the siberian arctic tundra – coupling field observations with remote sensing data
publisher Copernicus Publications
publishDate 2018
url https://doi.org/10.5194/bg-15-2781-2018
https://doaj.org/article/20a90fb2039e4a08b63c8fd98cc6277b
long_lat ENVELOPE(128.867,128.867,71.633,71.633)
geographic Arctic
Tiksi
geographic_facet Arctic
Tiksi
genre Arctic
Climate change
permafrost
Tiksi
Tundra
genre_facet Arctic
Climate change
permafrost
Tiksi
Tundra
op_source Biogeosciences, Vol 15, Pp 2781-2801 (2018)
op_relation https://www.biogeosciences.net/15/2781/2018/bg-15-2781-2018.pdf
https://doaj.org/toc/1726-4170
https://doaj.org/toc/1726-4189
doi:10.5194/bg-15-2781-2018
1726-4170
1726-4189
https://doaj.org/article/20a90fb2039e4a08b63c8fd98cc6277b
op_doi https://doi.org/10.5194/bg-15-2781-2018
container_title Biogeosciences
container_volume 15
container_issue 9
container_start_page 2781
op_container_end_page 2801
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