Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada

Abstract Temperature increases across the circumpolar north have driven rapid increases in vegetation productivity, often described as ‘greening’. These changes have been widespread, but spatial variation in their pattern and magnitude suggests that biophysical factors also influence the response of...

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Published in:Ecosystems
Main Authors: Seider, Jordan H., Lantz, Trevor C., Hermosilla, Txomin, Wulder, Michael A., Wang, Jonathan A.
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2022
Subjects:
Online Access:http://dx.doi.org/10.1007/s10021-021-00725-6
https://link.springer.com/content/pdf/10.1007/s10021-021-00725-6.pdf
https://link.springer.com/article/10.1007/s10021-021-00725-6/fulltext.html
id crspringernat:10.1007/s10021-021-00725-6
record_format openpolar
spelling crspringernat:10.1007/s10021-021-00725-6 2023-05-15T18:39:54+02:00 Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada Seider, Jordan H. Lantz, Trevor C. Hermosilla, Txomin Wulder, Michael A. Wang, Jonathan A. 2022 http://dx.doi.org/10.1007/s10021-021-00725-6 https://link.springer.com/content/pdf/10.1007/s10021-021-00725-6.pdf https://link.springer.com/article/10.1007/s10021-021-00725-6/fulltext.html en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Ecosystems ISSN 1432-9840 1435-0629 Ecology Environmental Chemistry Ecology, Evolution, Behavior and Systematics journal-article 2022 crspringernat https://doi.org/10.1007/s10021-021-00725-6 2022-01-04T16:05:34Z Abstract Temperature increases across the circumpolar north have driven rapid increases in vegetation productivity, often described as ‘greening’. These changes have been widespread, but spatial variation in their pattern and magnitude suggests that biophysical factors also influence the response of tundra vegetation to climate warming. In this study, we used field sampling of soils and vegetation and random forests modeling to identify the determinants of trends in Landsat-derived Enhanced Vegetation Index, a surrogate for productivity, in the Beaufort Delta region of Canada between 1984 and 2016. This region has experienced notable change, with over 71% of the Tuktoyaktuk Coastlands and over 66% of the Yukon North Slope exhibiting statistically significant greening. Using both classification and regression random forests analyses, we show that increases in productivity have been more widespread and rapid at low-to-moderate elevations and in areas dominated by till blanket and glaciofluvial deposits, suggesting that nutrient and moisture availability mediate the impact of climate warming on tundra vegetation. Rapid greening in shrub-dominated vegetation types and observed increases in the cover of low and tall shrub cover (4.8% and 6.0%) also indicate that regional changes have been driven by shifts in the abundance of these functional groups. Our findings demonstrate the utility of random forests models for identifying regional drivers of tundra vegetation change. To obtain additional fine-grained insights on drivers of increased tundra productivity, we recommend future research combine spatially comprehensive time series satellite data (as used herein) with samples of high spatial resolution imagery and integrated field investigations. Article in Journal/Newspaper Tundra Yukon Springer Nature (via Crossref) Canada Tuktoyaktuk ENVELOPE(-133.006,-133.006,69.425,69.425) Yukon Ecosystems
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Ecology
Environmental Chemistry
Ecology, Evolution, Behavior and Systematics
spellingShingle Ecology
Environmental Chemistry
Ecology, Evolution, Behavior and Systematics
Seider, Jordan H.
Lantz, Trevor C.
Hermosilla, Txomin
Wulder, Michael A.
Wang, Jonathan A.
Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
topic_facet Ecology
Environmental Chemistry
Ecology, Evolution, Behavior and Systematics
description Abstract Temperature increases across the circumpolar north have driven rapid increases in vegetation productivity, often described as ‘greening’. These changes have been widespread, but spatial variation in their pattern and magnitude suggests that biophysical factors also influence the response of tundra vegetation to climate warming. In this study, we used field sampling of soils and vegetation and random forests modeling to identify the determinants of trends in Landsat-derived Enhanced Vegetation Index, a surrogate for productivity, in the Beaufort Delta region of Canada between 1984 and 2016. This region has experienced notable change, with over 71% of the Tuktoyaktuk Coastlands and over 66% of the Yukon North Slope exhibiting statistically significant greening. Using both classification and regression random forests analyses, we show that increases in productivity have been more widespread and rapid at low-to-moderate elevations and in areas dominated by till blanket and glaciofluvial deposits, suggesting that nutrient and moisture availability mediate the impact of climate warming on tundra vegetation. Rapid greening in shrub-dominated vegetation types and observed increases in the cover of low and tall shrub cover (4.8% and 6.0%) also indicate that regional changes have been driven by shifts in the abundance of these functional groups. Our findings demonstrate the utility of random forests models for identifying regional drivers of tundra vegetation change. To obtain additional fine-grained insights on drivers of increased tundra productivity, we recommend future research combine spatially comprehensive time series satellite data (as used herein) with samples of high spatial resolution imagery and integrated field investigations.
format Article in Journal/Newspaper
author Seider, Jordan H.
Lantz, Trevor C.
Hermosilla, Txomin
Wulder, Michael A.
Wang, Jonathan A.
author_facet Seider, Jordan H.
Lantz, Trevor C.
Hermosilla, Txomin
Wulder, Michael A.
Wang, Jonathan A.
author_sort Seider, Jordan H.
title Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
title_short Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
title_full Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
title_fullStr Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
title_full_unstemmed Biophysical Determinants of Shifting Tundra Vegetation Productivity in the Beaufort Delta Region of Canada
title_sort biophysical determinants of shifting tundra vegetation productivity in the beaufort delta region of canada
publisher Springer Science and Business Media LLC
publishDate 2022
url http://dx.doi.org/10.1007/s10021-021-00725-6
https://link.springer.com/content/pdf/10.1007/s10021-021-00725-6.pdf
https://link.springer.com/article/10.1007/s10021-021-00725-6/fulltext.html
long_lat ENVELOPE(-133.006,-133.006,69.425,69.425)
geographic Canada
Tuktoyaktuk
Yukon
geographic_facet Canada
Tuktoyaktuk
Yukon
genre Tundra
Yukon
genre_facet Tundra
Yukon
op_source Ecosystems
ISSN 1432-9840 1435-0629
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1007/s10021-021-00725-6
container_title Ecosystems
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