The response of Arctic vegetation to the summer climate: relation between shrub cover, NDVI, surface albedo and temperature

Recently observed Arctic greening trends from normalized difference vegetation index (NDVI) data suggest that shrub growth is increasing in response to increasing summer temperature. An increase in shrub cover is expected to decrease summer albedo and thus positively feed back to climate warming. Ho...

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Published inEnvironmental research letters Vol. 6; no. 3; pp. 035502 - 9
Main Authors Blok, Daan, Schaepman-Strub, Gabriela, Bartholomeus, Harm, Heijmans, Monique M P D, Maximov, Trofim C, Berendse, Frank
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.07.2011
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Abstract Recently observed Arctic greening trends from normalized difference vegetation index (NDVI) data suggest that shrub growth is increasing in response to increasing summer temperature. An increase in shrub cover is expected to decrease summer albedo and thus positively feed back to climate warming. However, it is unknown how albedo and NDVI are affected by shrub cover and inter-annual variations in the summer climate. Here, we examine the relationship between deciduous shrub fractional cover, NDVI and albedo using field data collected at a tundra site in NE Siberia. Field data showed that NDVI increased and albedo decreased with increasing deciduous shrub cover. We then selected four Arctic tundra study areas and compiled annual growing season maximum NDVI and minimum albedo maps from MODIS satellite data (2000–10) and related these satellite products to tundra vegetation types (shrub, graminoid, barren and wetland tundra) and regional summer temperature. We observed that maximum NDVI was greatest in shrub tundra and that inter-annual variation was negatively related to summer minimum albedo but showed no consistent relationship with summer temperature. Shrub tundra showed higher albedo than wetland and barren tundra in all four study areas. These results suggest that a northwards shift of shrub tundra might not lead to a decrease in summer minimum albedo during the snow-free season when replacing wetland tundra. A fully integrative study is however needed to link results from satellite data with in situ observations across the Arctic to test the effect of increasing shrub cover on summer albedo in different tundra vegetation types.
AbstractList Recently observed Arctic greening trends from normalized difference vegetation index (NDVI) data suggest that shrub growth is increasing in response to increasing summer temperature. An increase in shrub cover is expected to decrease summer albedo and thus positively feed back to climate warming. However, it is unknown how albedo and NDVI are affected by shrub cover and inter-annual variations in the summer climate. Here, we examine the relationship between deciduous shrub fractional cover, NDVI and albedo using field data collected at a tundra site in NE Siberia. Field data showed that NDVI increased and albedo decreased with increasing deciduous shrub cover. We then selected four Arctic tundra study areas and compiled annual growing season maximum NDVI and minimum albedo maps from MODIS satellite data (2000–10) and related these satellite products to tundra vegetation types (shrub, graminoid, barren and wetland tundra) and regional summer temperature. We observed that maximum NDVI was greatest in shrub tundra and that inter-annual variation was negatively related to summer minimum albedo but showed no consistent relationship with summer temperature. Shrub tundra showed higher albedo than wetland and barren tundra in all four study areas. These results suggest that a northwards shift of shrub tundra might not lead to a decrease in summer minimum albedo during the snow-free season when replacing wetland tundra. A fully integrative study is however needed to link results from satellite data with in situ observations across the Arctic to test the effect of increasing shrub cover on summer albedo in different tundra vegetation types.
Author Heijmans, Monique M P D
Bartholomeus, Harm
Schaepman-Strub, Gabriela
Blok, Daan
Maximov, Trofim C
Berendse, Frank
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  fullname: Berendse, Frank
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Cites_doi 10.1111/j.1654-1103.2005.tb02365.x
10.1002/joc.773
10.1111/j.1365-2699.2004.01140.x
10.1016/j.rse.2006.03.002
10.1029/2005JG000013
10.1111/j.1365-2486.2008.01801.x
10.1111/j.1365-2486.2007.01529.x
10.1038/35079180
10.1175/EI190.1
10.1046/j.1365-2486.2000.06015.x
10.1080/01431160701264284
10.1890/03-5354
10.1039/b911677j
10.1890/08-0806.1
10.1088/1748-9326/2/4/045031
10.1111/j.1365-2486.2009.02047.x
10.1126/science.1117368
10.1088/1748-9326/6/2/024014
10.1016/j.rse.2003.10.018
10.1029/2007EO340001
10.1029/2003GL018268
10.1029/2005GL023646
10.1016/j.agrformet.2005.05.006
10.1111/j.1365-2486.2006.01128.x
10.1657/1938-4246-43.3.355
10.1080/0143116021000023925
10.5194/bg-8-1169-2011
10.5194/bg-4-985-2007
10.1016/j.rse.2007.09.008
10.1080/01431160802502632
10.1073/pnas.0503198103
10.1111/j.1365-2486.2009.02110.x
10.1073/pnas.0506179102
10.1088/1748-9326/4/4/045004
10.1080/01431168608948944
10.1080/01431168608948945
10.1111/j.1365-2486.2005.01079.x
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References 22
23
24
25
Walker D A (37) 2009; 4
27
28
29
(11) 2003
Kattsov V M (1) 2004
30
31
10
32
33
12
34
13
35
14
36
15
16
38
39
18
19
Loranty M M (26) 2011; 6
2
3
4
Goetz S J (17) 2007; 2
6
7
8
9
Blok D (5) 2011
40
20
21
References_xml – ident: 38
  doi: 10.1111/j.1654-1103.2005.tb02365.x
– year: 2003
  ident: 11
  publication-title: Conservation of Arctic Flora and Fauna (CAFF) Map No. 1
– ident: 23
  doi: 10.1002/joc.773
– year: 2011
  ident: 5
  publication-title: Ecosystems
– ident: 12
  doi: 10.1111/j.1365-2699.2004.01140.x
– ident: 28
  doi: 10.1016/j.rse.2006.03.002
– ident: 31
  doi: 10.1029/2005JG000013
– ident: 40
  doi: 10.1111/j.1365-2486.2008.01801.x
– ident: 25
  doi: 10.1111/j.1365-2486.2007.01529.x
– ident: 32
  doi: 10.1038/35079180
– ident: 7
  doi: 10.1175/EI190.1
– ident: 13
  doi: 10.1046/j.1365-2486.2000.06015.x
– ident: 29
  doi: 10.1080/01431160701264284
– ident: 36
  doi: 10.1890/03-5354
– ident: 22
  doi: 10.1039/b911677j
– ident: 14
  doi: 10.1890/08-0806.1
– volume: 2
  start-page: 045031
  issn: 1748-9326
  year: 2007
  ident: 17
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/2/4/045031
– ident: 15
  doi: 10.1111/j.1365-2486.2009.02047.x
– ident: 10
  doi: 10.1126/science.1117368
– volume: 6
  start-page: 024014
  issn: 1748-9326
  year: 2011
  ident: 26
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/6/2/024014
– ident: 30
  doi: 10.1016/j.rse.2003.10.018
– ident: 9
  doi: 10.1029/2007EO340001
– ident: 19
  doi: 10.1029/2003GL018268
– ident: 8
  doi: 10.1029/2005GL023646
– ident: 3
  doi: 10.1016/j.agrformet.2005.05.006
– ident: 33
  doi: 10.1111/j.1365-2486.2006.01128.x
– start-page: 99
  year: 2004
  ident: 1
  publication-title: Arctic Climate Impact Assessment
– ident: 2
  doi: 10.1657/1938-4246-43.3.355
– ident: 20
  doi: 10.1080/0143116021000023925
– ident: 6
  doi: 10.5194/bg-8-1169-2011
– ident: 35
  doi: 10.5194/bg-4-985-2007
– ident: 27
  doi: 10.1016/j.rse.2007.09.008
– ident: 24
  doi: 10.1080/01431160802502632
– ident: 39
  doi: 10.1073/pnas.0503198103
– ident: 4
  doi: 10.1111/j.1365-2486.2009.02110.x
– ident: 16
  doi: 10.1073/pnas.0506179102
– volume: 4
  start-page: 045004
  issn: 1748-9326
  year: 2009
  ident: 37
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/4/4/045004
– ident: 34
  doi: 10.1080/01431168608948944
– ident: 18
  doi: 10.1080/01431168608948945
– ident: 21
  doi: 10.1111/j.1365-2486.2005.01079.x
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Snippet Recently observed Arctic greening trends from normalized difference vegetation index (NDVI) data suggest that shrub growth is increasing in response to...
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StartPage 035502
SubjectTerms Albedo
Annual variations
Climate
Climate change
ecosystems
exchange
expansion
feedbacks
forest
Global warming
Growing season
Normalized difference vegetative index
northern alaska
siberian tundra
Summer
Taiga & tundra
trends
Tundra
tundra vegetation
Vegetation
Wetlands
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Title The response of Arctic vegetation to the summer climate: relation between shrub cover, NDVI, surface albedo and temperature
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Volume 6
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