Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra
Widespread increases in Arctic tundra productivity have been documented for decades using coarse-scale satellite observations, but finer-scale observations indicate that changes have been very uneven, with a high degree of landscape- and regional-scale heterogeneity. Here we analyze time-series of t...
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ftdoajarticles:oai:doaj.org/article:7503f76b80354b7090ac594a14596aa5 2023-09-05T13:17:15+02:00 Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra Gerald V Frost Howard E Epstein Donald A Walker 2014-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/9/2/025004 https://doaj.org/article/7503f76b80354b7090ac594a14596aa5 EN eng IOP Publishing https://doi.org/10.1088/1748-9326/9/2/025004 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/9/2/025004 1748-9326 https://doaj.org/article/7503f76b80354b7090ac594a14596aa5 Environmental Research Letters, Vol 9, Iss 2, p 025004 (2014) tundra vegetation dynamics Landsat normalized difference vegetation index (NDVI) shrub expansion permafrost Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2014 ftdoajarticles https://doi.org/10.1088/1748-9326/9/2/025004 2023-08-13T00:37:28Z Widespread increases in Arctic tundra productivity have been documented for decades using coarse-scale satellite observations, but finer-scale observations indicate that changes have been very uneven, with a high degree of landscape- and regional-scale heterogeneity. Here we analyze time-series of the Normalized Difference Vegetation Index (NDVI) observed by Landsat (1984–2012), to assess landscape- and regional-scale variability of tundra vegetation dynamics in the northwest Siberian Low Arctic, a little-studied region with varied soils, landscape histories, and permafrost attributes. We also estimate spatio-temporal rates of land-cover change associated with expansion of tall alder ( Alnus ) shrublands, by integrating Landsat time-series with very-high-resolution imagery dating to the mid-1960s. We compiled Landsat time-series for eleven widely-distributed landscapes, and performed linear regression of NDVI values on a per-pixel basis. We found positive net NDVI trends (‘greening’) in nine of eleven landscapes. Net greening occurred in alder shrublands in all landscapes, and strong greening tended to correspond to shrublands that developed since the 1960s. Much of the spatial variability of greening within landscapes was linked to landscape physiography and permafrost attributes, while between-landscape variability largely corresponded to differences in surficial geology. We conclude that continued increases in tundra productivity in the region are likely in upland tundra landscapes with fine-textured, cryoturbated soils; these areas currently tend to support discontinuous vegetation cover, but are highly susceptible to rapid increases in vegetation cover, as well as land-cover changes associated with the development of tall shrublands. Article in Journal/Newspaper Arctic permafrost Tundra Directory of Open Access Journals: DOAJ Articles Arctic Environmental Research Letters 9 2 025004 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
tundra vegetation dynamics Landsat normalized difference vegetation index (NDVI) shrub expansion permafrost Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
spellingShingle |
tundra vegetation dynamics Landsat normalized difference vegetation index (NDVI) shrub expansion permafrost Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 Gerald V Frost Howard E Epstein Donald A Walker Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
topic_facet |
tundra vegetation dynamics Landsat normalized difference vegetation index (NDVI) shrub expansion permafrost Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
description |
Widespread increases in Arctic tundra productivity have been documented for decades using coarse-scale satellite observations, but finer-scale observations indicate that changes have been very uneven, with a high degree of landscape- and regional-scale heterogeneity. Here we analyze time-series of the Normalized Difference Vegetation Index (NDVI) observed by Landsat (1984–2012), to assess landscape- and regional-scale variability of tundra vegetation dynamics in the northwest Siberian Low Arctic, a little-studied region with varied soils, landscape histories, and permafrost attributes. We also estimate spatio-temporal rates of land-cover change associated with expansion of tall alder ( Alnus ) shrublands, by integrating Landsat time-series with very-high-resolution imagery dating to the mid-1960s. We compiled Landsat time-series for eleven widely-distributed landscapes, and performed linear regression of NDVI values on a per-pixel basis. We found positive net NDVI trends (‘greening’) in nine of eleven landscapes. Net greening occurred in alder shrublands in all landscapes, and strong greening tended to correspond to shrublands that developed since the 1960s. Much of the spatial variability of greening within landscapes was linked to landscape physiography and permafrost attributes, while between-landscape variability largely corresponded to differences in surficial geology. We conclude that continued increases in tundra productivity in the region are likely in upland tundra landscapes with fine-textured, cryoturbated soils; these areas currently tend to support discontinuous vegetation cover, but are highly susceptible to rapid increases in vegetation cover, as well as land-cover changes associated with the development of tall shrublands. |
format |
Article in Journal/Newspaper |
author |
Gerald V Frost Howard E Epstein Donald A Walker |
author_facet |
Gerald V Frost Howard E Epstein Donald A Walker |
author_sort |
Gerald V Frost |
title |
Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
title_short |
Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
title_full |
Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
title_fullStr |
Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
title_full_unstemmed |
Regional and landscape-scale variability of Landsat-observed vegetation dynamics in northwest Siberian tundra |
title_sort |
regional and landscape-scale variability of landsat-observed vegetation dynamics in northwest siberian tundra |
publisher |
IOP Publishing |
publishDate |
2014 |
url |
https://doi.org/10.1088/1748-9326/9/2/025004 https://doaj.org/article/7503f76b80354b7090ac594a14596aa5 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic permafrost Tundra |
genre_facet |
Arctic permafrost Tundra |
op_source |
Environmental Research Letters, Vol 9, Iss 2, p 025004 (2014) |
op_relation |
https://doi.org/10.1088/1748-9326/9/2/025004 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/9/2/025004 1748-9326 https://doaj.org/article/7503f76b80354b7090ac594a14596aa5 |
op_doi |
https://doi.org/10.1088/1748-9326/9/2/025004 |
container_title |
Environmental Research Letters |
container_volume |
9 |
container_issue |
2 |
container_start_page |
025004 |
_version_ |
1776198501304107008 |