Changing seasonality of panarctic tundra vegetation in relationship to climatic variables

Potential climate drivers of Arctic tundra vegetation productivity are investigated to understand recent greening and browning trends documented by maximum normalized difference vegetation index (NDVI) (MaxNDVI) and time-integrated NDVI (TI-NDVI) for 1982-2015. Over this period, summer sea ice has c...

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Veröffentlicht in:Environmental research letters Jg. 12; H. 5; S. 55003 - 55019
Hauptverfasser: Bhatt, Uma S, Walker, Donald A, Raynolds, Martha K, Bieniek, Peter A, Epstein, Howard E, Comiso, Josefino C, Pinzon, Jorge E, Tucker, Compton J, Steele, Michael, Ermold, Wendy, Zhang, Jinlun
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Sprache:Englisch
Veröffentlicht: Goddard Space Flight Center IOP Publishing 01.05.2017
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ISSN:1748-9326, 1748-9326
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Abstract Potential climate drivers of Arctic tundra vegetation productivity are investigated to understand recent greening and browning trends documented by maximum normalized difference vegetation index (NDVI) (MaxNDVI) and time-integrated NDVI (TI-NDVI) for 1982-2015. Over this period, summer sea ice has continued to decline while oceanic heat content has increased. The increases in summer warmth index (SWI) and NDVI have not been uniform over the satellite record. SWI increased from 1982 to the mid-1990s and remained relatively flat from 1998 onwards until a recent upturn. While MaxNDVI displays positive trends from 1982-2015, TI-NDVI increased from 1982 until 2001 and has declined since. The data for the first and second halves of the record were analyzed and compared spatially for changing trends with a focus on the growing season. Negative trends for MaxNDVI and TI-NDVI were more common during 1999-2015 compared to 1982-1998. Trend analysis within the growing season reveals that sea ice decline was larger in spring for the 1982-1998 period compared to 1999-2015, while fall sea ice decline was larger in the later period. Land surface temperature trends for the 1982-1998 growing season are positive and for 1999-2015 are positive in May-June but weakly negative in July-August. Spring biweekly NDVI trends are positive and significant for 1982-1998, consistent with increasing open water and increased available warmth in spring. MaxNDVI trends for 1999-2015 display significant negative trends in May and the first half of June. Numerous possible drivers of early growing season NDVI decline coincident with warming temperatures are discussed, including increased standing water, delayed spring snow-melt, winter thaw events, and early snow melt followed by freezing temperatures. Further research is needed to robustly identify drivers of the spring NDVI decline.
AbstractList Potential climate drivers of Arctic tundra vegetation productivity are investigated to understand recent greening and browning trends documented by maximum normalized difference vegetation index (NDVI) (MaxNDVI) and time-integrated NDVI (TI-NDVI) for 1982–2015. Over this period, summer sea ice has continued to decline while oceanic heat content has increased. The increases in summer warmth index (SWI) and NDVI have not been uniform over the satellite record. SWI increased from 1982 to the mid-1990s and remained relatively flat from 1998 onwards until a recent upturn. While MaxNDVI displays positive trends from 1982–2015, TI-NDVI increased from 1982 until 2001 and has declined since. The data for the first and second halves of the record were analyzed and compared spatially for changing trends with a focus on the growing season. Negative trends for MaxNDVI and TI-NDVI were more common during 1999–2015 compared to 1982–1998. Trend analysis within the growing season reveals that sea ice decline was larger in spring for the 1982–1998 period compared to 1999–2015, while fall sea ice decline was larger in the later period. Land surface temperature trends for the 1982–1998 growing season are positive and for 1999–2015 are positive in May–June but weakly negative in July–August. Spring biweekly NDVI trends are positive and significant for 1982–1998, consistent with increasing open water and increased available warmth in spring. MaxNDVI trends for 1999–2015 display significant negative trends in May and the first half of June. Numerous possible drivers of early growing season NDVI decline coincident with warming temperatures are discussed, including increased standing water, delayed spring snow-melt, winter thaw events, and early snow melt followed by freezing temperatures. Further research is needed to robustly identify drivers of the spring NDVI decline.
Potential climate drivers of Arctic tundra vegetation productivity are investigated to understand recent greening and browning trends documented by maximum normalized difference vegetation index (NDVI) (MaxNDVI) and time-integrated NDVI (TI-NDVI) for 19822015. Over this period, summer sea ice has continued to decline while oceanic heat content has increased. The increases in summer warmth index (SWI) and NDVI have not been uniform over the satellite record. SWI increased from 1982 to the mid-1990s and remained relatively flat from 1998 onwards until a recent upturn. While MaxNDVI displays positive trends from 19822015, TI-NDVI increased from 1982 until 2001 and has declined since. The data for the first and second halves of the record were analyzed and compared spatially for changing trends with a focus on the growing season. Negative trends for MaxNDVI and TI-NDVI were more common during 19992015 compared to 19821998.
Audience PUBLIC
Author Steele, Michael
Zhang, Jinlun
Tucker, Compton J
Epstein, Howard E
Pinzon, Jorge E
Ermold, Wendy
Walker, Donald A
Comiso, Josefino C
Bhatt, Uma S
Raynolds, Martha K
Bieniek, Peter A
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  givenname: Donald A
  surname: Walker
  fullname: Walker, Donald A
  organization: Department of Biology and Wildlife in the College of Natural Science and Mathematics, Institute of Arctic Biology University of Alaska , Fairbanks, AK 99775-7000, United States of America
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  givenname: Martha K
  surname: Raynolds
  fullname: Raynolds, Martha K
  organization: Department of Biology and Wildlife in the College of Natural Science and Mathematics, Institute of Arctic Biology University of Alaska , Fairbanks, AK 99775-7000, United States of America
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  surname: Bieniek
  fullname: Bieniek, Peter A
  organization: International Arctic Research Center University of Alaska , Fairbanks, AK 99775-7340, United States of America
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  organization: Department of Environmental Sciences University of Virginia , 291 McCormick Rd, Charlottesville, VA 22904-4123, United States of America
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  surname: Comiso
  fullname: Comiso, Josefino C
  organization: Cryospheric Sciences Branch, NASA NASA Goddard Space Flight Center , Code 614.1, Greenbelt, MD 20771, United States of America
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  surname: Pinzon
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  organization: Biospheric Science Branch, NASA NASA Goddard Space Flight Center , Code 614.1, Greenbelt, MD 20771, United States of America
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  givenname: Compton J
  surname: Tucker
  fullname: Tucker, Compton J
  organization: Biospheric Science Branch, NASA NASA Goddard Space Flight Center , Code 614.1, Greenbelt, MD 20771, United States of America
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  givenname: Michael
  surname: Steele
  fullname: Steele, Michael
  organization: Applied Physics Laboratory University of Washington , 1013 NE 40th Street, Seattle, WA 98105, United States of America
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  surname: Ermold
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  organization: Applied Physics Laboratory University of Washington , 1013 NE 40th Street, Seattle, WA 98105, United States of America
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  givenname: Jinlun
  surname: Zhang
  fullname: Zhang, Jinlun
  organization: Applied Physics Laboratory University of Washington , 1013 NE 40th Street, Seattle, WA 98105, United States of America
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Cites_doi 10.1038/ngeo2674
10.1038/386698a0
10.1029/2005gl024960
10.1029/2009GL037810
10.1016/S0065-2504(07)00011-6
10.1080/01431168608948944
10.3390/rs5094229
10.1029/2012GL051251
10.1890/11-0902.1
10.1140/epjst/e2009-01089-3
10.1639/0044-7447(2004)033[0404:bdaaoa]2.0.co;2
10.1038/nclimate1836
10.1088/1748-9326/4/4/045026
10.1029/2003GL018268
10.1111/j.1751-8369.2006.tb00026.x
10.1175/1520-0442(2003)016<3498:wtitaf>2.0.co;2
10.1073/pnas.1504633113
10.3390/rs5052348
10.1175/1520-0493(2003)131<0845:MGSIWA>2.0.CO;2
10.1007/978-90-481-9482-7
10.1657/1523-0430(06-099)[BORNER]2.0.CO;2
10.1175/2010ei315.1
10.1002/(sici)1099-1085(199910)13:14/15<2315::aid-hyp888>3.0.co;2-a
10.1007/s13280-011-0213-x
10.1175/jcli3990.1
10.1098/rsbl.2016.0466
10.1016/j.rse.2011.08.014
10.1038/nclimate2531
10.1029/2001JD000986
10.1111/gcb.12852
10.1088/1748-9326/9/8/084006
10.1007/s00382-005-0018-3
10.1017/S0032247400013644
10.1016/j.gloplacha.2015.02.008
10.1016/j.rse.2003.10.018
10.1111/gcb.13051
10.1111/j.1365-2486.2005.00927.x
10.1175/ei-d-15-0013.1
10.1038/351382a0
10.1029/2007JG000512
10.1088/1748-9326/7/1/015506
10.3390/rs6086929
10.1038/nature13260
10.1007/s00035-014-0137-8
10.1080/01431160500043780
10.1029/2007jc004257
10.1890/06-2128.1
10.1038/nature09051
10.1029/2010JC006803
10.1657/1938-4246-46.3.682
10.1088/1748-9326/7/1/015504
10.1002/qj.828
10.1175/1520-0477(2001)082<0247:TNNYRM>2.3.CO;2
10.1002/ppp.452
10.1029/1999jd901105
10.2307/1312061
10.1175/2010jcli3297.1
10.1088/1748-9326/7/4/044028
10.1016/j.rse.2016.01.001
10.1111/gcb.13261
10.1007/s00376-012-2173-x
10.1038/nclimate1631
10.5194/essd-6-201-2014
10.1658/1100-9233(2005)016[0267:TCAVM]2.0.CO;2
10.1175/jcli-d-12-00528.1
10.1175/JHM-D-13-018.1
10.1088/1748-9326/11/8/085004
10.1139/as-2015-0026
10.1175/jcli-d-12-00832.1
10.1088/1748-9326/7/1/014007
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Issue 5
Keywords Arctic Climate Variability
Tundra Vegetation Greening And Browning
Ndvi
Seasonality
Sea Ice
Language English
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References 44
45
46
47
Derksen C (23) 2015
48
49
Torp M (66) 2010
50
51
52
53
10
55
12
56
13
57
58
16
18
19
Epstein H ed Jeffries M O (29) 2015
1
Bulygina O N (11) 2009; 4
2
3
Bjerke J W (7) 2014; 9
4
5
Urban F E (69) 2014
6
8
60
Walker D A (72) 2012; 93
61
62
63
20
64
21
65
22
67
24
68
26
27
Raynolds M K (54) 2016; 11
Farquharson L M (31) 2016
Dutrieux L P (25) 2012; 7
Epstein H E (30) 2012; 7
71
Walker D A (74) 2009; 91
Chernov Y I (14) 1997
75
32
76
33
77
34
78
35
79
36
37
38
39
Bliss L C (9) 1997
Cohen J L (17) 2012; 7
Cherry J (15) 2014
Epstein H E (28) 2016
Shiklomanov N I (59) 2015
Vikhamar-Schuler D (70) 2010
80
81
82
Walker D A (73) 2012; 7
83
40
41
42
43
References_xml – ident: 46
  doi: 10.1038/ngeo2674
– ident: 50
  doi: 10.1038/386698a0
– ident: 38
  doi: 10.1029/2005gl024960
– ident: 26
  doi: 10.1029/2009GL037810
– ident: 27
  doi: 10.1016/S0065-2504(07)00011-6
– ident: 67
  doi: 10.1080/01431168608948944
– ident: 3
  doi: 10.3390/rs5094229
– ident: 47
  doi: 10.1029/2012GL051251
– ident: 53
  doi: 10.1890/11-0902.1
– start-page: 51
  year: 2010
  ident: 70
– ident: 48
  doi: 10.1140/epjst/e2009-01089-3
– ident: 13
  doi: 10.1639/0044-7447(2004)033[0404:bdaaoa]2.0.co;2
– ident: 80
  doi: 10.1038/nclimate1836
– year: 2015
  ident: 23
  publication-title: Arctic Report Card 2015
– volume: 4
  issn: 1748-9326
  year: 2009
  ident: 11
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/4/4/045026
– ident: 37
  doi: 10.1029/2003GL018268
– ident: 42
  doi: 10.1111/j.1751-8369.2006.tb00026.x
– ident: 18
  doi: 10.1175/1520-0442(2003)016<3498:wtitaf>2.0.co;2
– year: 2016
  ident: 28
  publication-title: Arctic Report Card 2016
– ident: 44
  doi: 10.1073/pnas.1504633113
– ident: 68
  doi: 10.3390/rs5052348
– ident: 83
  doi: 10.1175/1520-0493(2003)131<0845:MGSIWA>2.0.CO;2
– ident: 49
  doi: 10.1007/978-90-481-9482-7
– ident: 10
  doi: 10.1657/1523-0430(06-099)[BORNER]2.0.CO;2
– ident: 4
  doi: 10.1175/2010ei315.1
– ident: 79
  doi: 10.1002/(sici)1099-1085(199910)13:14/15<2315::aid-hyp888>3.0.co;2-a
– ident: 12
  doi: 10.1007/s13280-011-0213-x
– ident: 33
  doi: 10.1175/jcli3990.1
– ident: 32
  doi: 10.1098/rsbl.2016.0466
– ident: 65
  doi: 10.1016/j.rse.2011.08.014
– ident: 56
  doi: 10.1038/nclimate2531
– ident: 76
  doi: 10.1029/2001JD000986
– year: 2015
  ident: 59
  publication-title: Arctic Observing Open Science Meeting (Fairbanks, Alaska)
– start-page: 59
  year: 2010
  ident: 66
– ident: 63
  doi: 10.1111/gcb.12852
– start-page: 31
  year: 2014
  ident: 15
  publication-title: Alaska’s Changing Arctic: Ecological Consequences for Tundra, Streams and Lakes
– volume: 9
  issn: 1748-9326
  year: 2014
  ident: 7
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/9/8/084006
– ident: 1
  doi: 10.1007/s00382-005-0018-3
– ident: 60
  doi: 10.1017/S0032247400013644
– ident: 43
  doi: 10.1016/j.gloplacha.2015.02.008
– ident: 62
  doi: 10.1016/j.rse.2003.10.018
– ident: 8
  doi: 10.1111/gcb.13051
– ident: 71
  doi: 10.1111/j.1365-2486.2005.00927.x
– ident: 6
  doi: 10.1175/ei-d-15-0013.1
– ident: 21
  doi: 10.1038/351382a0
– ident: 55
  doi: 10.1029/2007JG000512
– volume: 7
  issn: 1748-9326
  year: 2012
  ident: 30
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/7/1/015506
– start-page: 361
  year: 1997
  ident: 14
  publication-title: Polar and Alpine Tundra
– ident: 52
  doi: 10.3390/rs6086929
– ident: 24
  doi: 10.1038/nature13260
– ident: 5
  doi: 10.1007/s00035-014-0137-8
– year: 2016
  ident: 31
  publication-title: AGU Fall Meeting (San Francisco, CA, 12–16 December)
– ident: 34
  doi: 10.1080/01431160500043780
– ident: 19
  doi: 10.1029/2007jc004257
– ident: 36
  doi: 10.1890/06-2128.1
– ident: 58
  doi: 10.1038/nature09051
– ident: 61
  doi: 10.1029/2010JC006803
– ident: 64
  doi: 10.1657/1938-4246-46.3.682
– volume: 7
  issn: 1748-9326
  year: 2012
  ident: 73
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/7/1/015504
– ident: 20
  doi: 10.1002/qj.828
– ident: 41
  doi: 10.1175/1520-0477(2001)082<0247:TNNYRM>2.3.CO;2
– ident: 77
  doi: 10.1002/ppp.452
– start-page: 551
  year: 1997
  ident: 9
  publication-title: Polar and Alpine Tundra
– ident: 57
  doi: 10.1029/1999jd901105
– volume: 93
  start-page: S138
  year: 2012
  ident: 72
  publication-title: Bull. Am. Meteorol. Soc.
– ident: 78
  doi: 10.2307/1312061
– ident: 2
  doi: 10.1175/2010jcli3297.1
– volume: 91
  start-page: S79
  year: 2009
  ident: 74
  publication-title: Bull. Am. Meteorol. Soc.
– year: 2014
  ident: 69
– volume: 7
  issn: 1748-9326
  year: 2012
  ident: 25
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/7/4/044028
– ident: 39
  doi: 10.1016/j.rse.2016.01.001
– ident: 51
  doi: 10.1111/gcb.13261
– ident: 81
  doi: 10.1007/s00376-012-2173-x
– ident: 82
  doi: 10.1038/nclimate1631
– ident: 16
  doi: 10.5194/essd-6-201-2014
– ident: 75
  doi: 10.1658/1100-9233(2005)016[0267:TCAVM]2.0.CO;2
– ident: 40
  doi: 10.1175/jcli-d-12-00528.1
– ident: 35
  doi: 10.1175/JHM-D-13-018.1
– year: 2015
  ident: 29
  publication-title: Arctic Report Card 2015
– volume: 11
  issn: 1748-9326
  year: 2016
  ident: 54
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/11/8/085004
– ident: 22
  doi: 10.1139/as-2015-0026
– ident: 45
  doi: 10.1175/jcli-d-12-00832.1
– volume: 7
  issn: 1748-9326
  year: 2012
  ident: 17
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/7/1/014007
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SubjectTerms Arctic climate variability
Browning
Climate change
Enthalpy
Freezing
Geosciences (General)
Growing season
Ice
Land surface temperature
NDVI
Normalized difference vegetative index
Sea ice
Seasonal variations
seasonality
Snow
Snowmelt
Spring
Spring (season)
Summer
Trend analysis
Trends
Tundra
tundra vegetation greening and browning
Vegetation
Vegetation index
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