Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020
Changes in vegetation distribution are underway in Arctic and boreal regions due to climate warming and associated fire disturbance. These changes have wide ranging downstream impacts—affecting wildlife habitat, nutrient cycling, climate feedbacks and fire regimes. It is thus critical to understand...
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Online Access: | https://doi.org/10.1088/1748-9326/ac9d50 https://doaj.org/article/53de2326deeb445b8e91e6e6fae484f5 |
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ftdoajarticles:oai:doaj.org/article:53de2326deeb445b8e91e6e6fae484f5 2023-09-05T13:17:05+02:00 Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 Kathleen M Orndahl Matthew J Macander Logan T Berner Scott J Goetz 2022-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/ac9d50 https://doaj.org/article/53de2326deeb445b8e91e6e6fae484f5 EN eng IOP Publishing https://doi.org/10.1088/1748-9326/ac9d50 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/ac9d50 1748-9326 https://doaj.org/article/53de2326deeb445b8e91e6e6fae484f5 Environmental Research Letters, Vol 17, Iss 11, p 115010 (2022) plant functional type aboveground biomass Landsat remote sensing tundra UAV Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2022 ftdoajarticles https://doi.org/10.1088/1748-9326/ac9d50 2023-08-13T00:36:54Z Changes in vegetation distribution are underway in Arctic and boreal regions due to climate warming and associated fire disturbance. These changes have wide ranging downstream impacts—affecting wildlife habitat, nutrient cycling, climate feedbacks and fire regimes. It is thus critical to understand where these changes are occurring and what types of vegetation are affected, and to quantify the magnitude of the changes. In this study, we mapped live aboveground biomass for five common plant functional types (PFTs; deciduous shrubs, evergreen shrubs, forbs, graminoids and lichens) within Alaska and northwest Canada, every five years from 1985 to 2020. We employed a multi-scale approach, scaling from field harvest data and unmanned aerial vehicle-based biomass predictions to produce wall-to-wall maps based on climatological, topographic, phenological and Landsat spectral predictors. We found deciduous shrub and graminoid biomass were predicted best among PFTs. Our time-series analyses show increases in deciduous (37%) and evergreen shrub (7%) biomass, and decreases in graminoid (14%) and lichen (13%) biomass over a study area of approximately 500 000 km ^2 . Fire was an important driver of recent changes in the study area, with the largest changes in biomass associated with historic fire perimeters. Decreases in lichen and graminoid biomass often corresponded with increasing shrub biomass. These findings illustrate the driving trends in vegetation change within the Arctic/boreal region. Understanding these changes and the impacts they in turn will have on Arctic and boreal ecosystems will be critical to understanding the trajectory of climate change in the region. Article in Journal/Newspaper Arctic Climate change Tundra Alaska Directory of Open Access Journals: DOAJ Articles Arctic Canada Environmental Research Letters 17 11 115010 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
plant functional type aboveground biomass Landsat remote sensing tundra UAV Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
spellingShingle |
plant functional type aboveground biomass Landsat remote sensing tundra UAV Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 Kathleen M Orndahl Matthew J Macander Logan T Berner Scott J Goetz Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
topic_facet |
plant functional type aboveground biomass Landsat remote sensing tundra UAV Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
description |
Changes in vegetation distribution are underway in Arctic and boreal regions due to climate warming and associated fire disturbance. These changes have wide ranging downstream impacts—affecting wildlife habitat, nutrient cycling, climate feedbacks and fire regimes. It is thus critical to understand where these changes are occurring and what types of vegetation are affected, and to quantify the magnitude of the changes. In this study, we mapped live aboveground biomass for five common plant functional types (PFTs; deciduous shrubs, evergreen shrubs, forbs, graminoids and lichens) within Alaska and northwest Canada, every five years from 1985 to 2020. We employed a multi-scale approach, scaling from field harvest data and unmanned aerial vehicle-based biomass predictions to produce wall-to-wall maps based on climatological, topographic, phenological and Landsat spectral predictors. We found deciduous shrub and graminoid biomass were predicted best among PFTs. Our time-series analyses show increases in deciduous (37%) and evergreen shrub (7%) biomass, and decreases in graminoid (14%) and lichen (13%) biomass over a study area of approximately 500 000 km ^2 . Fire was an important driver of recent changes in the study area, with the largest changes in biomass associated with historic fire perimeters. Decreases in lichen and graminoid biomass often corresponded with increasing shrub biomass. These findings illustrate the driving trends in vegetation change within the Arctic/boreal region. Understanding these changes and the impacts they in turn will have on Arctic and boreal ecosystems will be critical to understanding the trajectory of climate change in the region. |
format |
Article in Journal/Newspaper |
author |
Kathleen M Orndahl Matthew J Macander Logan T Berner Scott J Goetz |
author_facet |
Kathleen M Orndahl Matthew J Macander Logan T Berner Scott J Goetz |
author_sort |
Kathleen M Orndahl |
title |
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
title_short |
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
title_full |
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
title_fullStr |
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
title_full_unstemmed |
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020 |
title_sort |
plant functional type aboveground biomass change within alaska and northwest canada mapped using a 35-year satellite time series from 1985 to 2020 |
publisher |
IOP Publishing |
publishDate |
2022 |
url |
https://doi.org/10.1088/1748-9326/ac9d50 https://doaj.org/article/53de2326deeb445b8e91e6e6fae484f5 |
geographic |
Arctic Canada |
geographic_facet |
Arctic Canada |
genre |
Arctic Climate change Tundra Alaska |
genre_facet |
Arctic Climate change Tundra Alaska |
op_source |
Environmental Research Letters, Vol 17, Iss 11, p 115010 (2022) |
op_relation |
https://doi.org/10.1088/1748-9326/ac9d50 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/ac9d50 1748-9326 https://doaj.org/article/53de2326deeb445b8e91e6e6fae484f5 |
op_doi |
https://doi.org/10.1088/1748-9326/ac9d50 |
container_title |
Environmental Research Letters |
container_volume |
17 |
container_issue |
11 |
container_start_page |
115010 |
_version_ |
1776198399081578496 |