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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Springer Science and Business Media LLC
2022
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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 |
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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 |
_version_ |
1766228940250152960 |