Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system

The Arctic is experiencing some of the most rapid climate change on Earth, with strong impacts on tundra ecosystems that are characterized by high land-surface and vegetation heterogeneity. Previous studies have explored this complexity using satellite remote sensing, however these typically coarse...

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Published in:Environmental Research Letters
Main Authors: Yang, Dedi, Morrison, Bailey D., Hantson, Wouter, Breen, Amy L., McMahon, Andrew, Li, Qianyu, Salmon, Verity G., Hayes, Daniel J., Serbin, Shawn P.
Language:unknown
Published: 2021
Subjects:
Online Access:http://www.osti.gov/servlets/purl/1817529
https://www.osti.gov/biblio/1817529
https://doi.org/10.1088/1748-9326/ac1291
id ftosti:oai:osti.gov:1817529
record_format openpolar
spelling ftosti:oai:osti.gov:1817529 2023-07-30T04:01:24+02:00 Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system Yang, Dedi Morrison, Bailey D. Hantson, Wouter Breen, Amy L. McMahon, Andrew Li, Qianyu Salmon, Verity G. Hayes, Daniel J. Serbin, Shawn P. 2021-09-15 application/pdf http://www.osti.gov/servlets/purl/1817529 https://www.osti.gov/biblio/1817529 https://doi.org/10.1088/1748-9326/ac1291 unknown http://www.osti.gov/servlets/purl/1817529 https://www.osti.gov/biblio/1817529 https://doi.org/10.1088/1748-9326/ac1291 doi:10.1088/1748-9326/ac1291 54 ENVIRONMENTAL SCIENCES 2021 ftosti https://doi.org/10.1088/1748-9326/ac1291 2023-07-11T10:06:39Z The Arctic is experiencing some of the most rapid climate change on Earth, with strong impacts on tundra ecosystems that are characterized by high land-surface and vegetation heterogeneity. Previous studies have explored this complexity using satellite remote sensing, however these typically coarse spatial resolution data have generally missed sub-pixel heterogeneity, leaving critical gaps in our understanding of tundra vegetation dynamics from the community to landscape scales. To address these gaps, we collected very high-resolution (1–5 cm) optical, structural, and thermal data at three low-Arctic tundra sites on the Seward Peninsula, Alaska, using a multi-sensor unoccupied aerial system (UAS). We examined the application of these data to studying tundra vegetation dynamics, by quantifying (a) canopy height and thermoregulation (leaf–air temperature) of representative plant functional types (PFTs), (b) fine-scale patterns of vegetation composition across landscapes, and (c) impacts of fine-scale vegetation composition on landscape-scale variation of canopy height and thermoregulation. Our results show that deciduous tall shrubs (those that can potentially grow >2 m) had a strong cooling effect, with canopy temperatures significantly lower than local air temperatures and other PFTs. Increased cover of tall shrubs also had the potential to reduce the cover of low-stature PFTs across the landscape, potentially associated with their closed canopy (i.e. increased light competition) and strong thermoregulation. To understand the connections between fine-scale vegetation composition and large-scale ecosystem processes, we produced a random forest model which showed that fine-scale PFT composition accounted for 86.8% and 74.2% of the landscape-scale variation in canopy height and thermoregulation, respectively. These findings highlight the importance of spatially detailed characterization of tundra PFTs to improve our ecological understanding and model representation of tundra vegetation, also transcend our study ... Other/Unknown Material Arctic Climate change Seward Peninsula Tundra Alaska SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Arctic Environmental Research Letters 16 8 085005
institution Open Polar
collection SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy)
op_collection_id ftosti
language unknown
topic 54 ENVIRONMENTAL SCIENCES
spellingShingle 54 ENVIRONMENTAL SCIENCES
Yang, Dedi
Morrison, Bailey D.
Hantson, Wouter
Breen, Amy L.
McMahon, Andrew
Li, Qianyu
Salmon, Verity G.
Hayes, Daniel J.
Serbin, Shawn P.
Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
topic_facet 54 ENVIRONMENTAL SCIENCES
description The Arctic is experiencing some of the most rapid climate change on Earth, with strong impacts on tundra ecosystems that are characterized by high land-surface and vegetation heterogeneity. Previous studies have explored this complexity using satellite remote sensing, however these typically coarse spatial resolution data have generally missed sub-pixel heterogeneity, leaving critical gaps in our understanding of tundra vegetation dynamics from the community to landscape scales. To address these gaps, we collected very high-resolution (1–5 cm) optical, structural, and thermal data at three low-Arctic tundra sites on the Seward Peninsula, Alaska, using a multi-sensor unoccupied aerial system (UAS). We examined the application of these data to studying tundra vegetation dynamics, by quantifying (a) canopy height and thermoregulation (leaf–air temperature) of representative plant functional types (PFTs), (b) fine-scale patterns of vegetation composition across landscapes, and (c) impacts of fine-scale vegetation composition on landscape-scale variation of canopy height and thermoregulation. Our results show that deciduous tall shrubs (those that can potentially grow >2 m) had a strong cooling effect, with canopy temperatures significantly lower than local air temperatures and other PFTs. Increased cover of tall shrubs also had the potential to reduce the cover of low-stature PFTs across the landscape, potentially associated with their closed canopy (i.e. increased light competition) and strong thermoregulation. To understand the connections between fine-scale vegetation composition and large-scale ecosystem processes, we produced a random forest model which showed that fine-scale PFT composition accounted for 86.8% and 74.2% of the landscape-scale variation in canopy height and thermoregulation, respectively. These findings highlight the importance of spatially detailed characterization of tundra PFTs to improve our ecological understanding and model representation of tundra vegetation, also transcend our study ...
author Yang, Dedi
Morrison, Bailey D.
Hantson, Wouter
Breen, Amy L.
McMahon, Andrew
Li, Qianyu
Salmon, Verity G.
Hayes, Daniel J.
Serbin, Shawn P.
author_facet Yang, Dedi
Morrison, Bailey D.
Hantson, Wouter
Breen, Amy L.
McMahon, Andrew
Li, Qianyu
Salmon, Verity G.
Hayes, Daniel J.
Serbin, Shawn P.
author_sort Yang, Dedi
title Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
title_short Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
title_full Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
title_fullStr Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
title_full_unstemmed Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
title_sort landscape-scale characterization of arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
publishDate 2021
url http://www.osti.gov/servlets/purl/1817529
https://www.osti.gov/biblio/1817529
https://doi.org/10.1088/1748-9326/ac1291
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Seward Peninsula
Tundra
Alaska
genre_facet Arctic
Climate change
Seward Peninsula
Tundra
Alaska
op_relation http://www.osti.gov/servlets/purl/1817529
https://www.osti.gov/biblio/1817529
https://doi.org/10.1088/1748-9326/ac1291
doi:10.1088/1748-9326/ac1291
op_doi https://doi.org/10.1088/1748-9326/ac1291
container_title Environmental Research Letters
container_volume 16
container_issue 8
container_start_page 085005
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