Recent declines in warming and vegetation greening trends over pan-arctic tundra

Remote Sensing

Volumn 5, Issue 9, 2013, Pages 4229-4254

  Bhatt, Uma S ^a   Walker, Donald A ^a   Raynolds, Martha K ^a   Bieniek, Peter A ^a   Epstein, Howard E ^b   Comiso, Josefino C ^c   Pinzon, Jorge E ^c   Tucker, Compton J ^c   Polyakov, Igor V ^a  

^a UNIVERSITY OF ALASKA FAIRBANKS   (United States)

^b UNIVERSITY OF VIRGINIA   (United States)

^c NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

Arctic; AVHRR NDVI3g; Climate variability; Sea ice; Tundra vegetation

Indexed keywords

ARCTIC; AVHRR NDVI3G; CLIMATE VARIABILITY; LAND SURFACE TEMPERATURE; NORMALIZED DIFFERENCE VEGETATION INDEX; RADIOMETRIC SURFACE TEMPERATURES; SPECIAL SENSOR MICROWAVE IMAGERS; TUNDRA VEGETATION;

ADVANCED VERY HIGH RESOLUTION RADIOMETERS (AVHRR); ATMOSPHERIC TEMPERATURE; CLIMATE MODELS; SEA ICE; SEA LEVEL;

VEGETATION;

EID: 84884690956     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs5094229     Document Type: Article

References (78)

1. Myneni, R.B.; Keeling, C.D.; Tucker, C.J.; Asrar, G.; Nemani, R.R. Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 1997, 386, 698-702.
2. Jia, G.J.; Epstein, H.E.; Walker, D.A. Greening of arctic Alaska, 1981-2001. Geophys. Res. Lett. 2003, 30, 2067.
3. Stow, D.A.; Hope, A.; McGuire, D.; Verbyla, D.; Gamon, J.; Huemmrich, F.; Houston, S.; Racine, C.; Sturm, M.; Tape, K.; et al. Remote sensing of vegetation and land-cover change in Arctic Tundra Ecosystems. Remote Sens. Environ. 2004, 89, 281-308.
4. Goetz, S.J.; Bunn, A.G.; Fiske, G.J.; Houghton, R.A. Satellite-observed photosnthetic trends across boreal North America associated with climate and fire disturbance. Proc. Natl. Acad. Sci. USA 2005, 102, 13521-13525.
5. Bunn, A.G.; Goetz, S.J.; Kimball, J.S.; Zhang, K. Northern high-latitude ecosystems respond to climate change. EOS Trans. AGU 2007, 88, 333-340.
6. Verbyla, D. The greening and browning of Alaska based on 1982-2003 satellite data. Glob. Ecol. Biogeogr. 2008, 17, 547-555.
7. Walker, D.A.; Bhatt, U.S.; Comiso, J.C.; Epstein, H.E.; Gould, W.A.; Henry, G.H.R.; Jia, G.J.; Kokelj, S.V.; Lantz, T.C.; Mercado-Diaz, J.A.; et al. Arctic. Land: Vegetation, in state of the climate in 2010. Bull. Am. Meteorol. Soc. 2011, 92, S150-S152.
8. Xu, L.; Myneni, R.B.; Chapin, F.S., III; Callaghan, T.V.; Pinzon, J.E.; Tucker, C.J.; Zhu, Z.; Bi, J.; Ciais, P.; Tommervik, H.; et al. Temperature and vegetation seasonality diminishment over northern lands. Nat. Clim. Chang. 2013, 3, 1-6.
9. Shippert, M.M.; Walker, D.A.; Auerbach, N.A.; Lewis, B.E. Biomass and leaf-area index maps derived from SPOT images for Toolik Lake and Imnavait Creek areas. Alsk. Polar Rec. 1995, 31, 147-154.
10. Walker, D.A.; Epstein, H.E.; Jia, G.J.; Balser, A.; Copass, C.; Edwards, E.J.; Gould, W.A.; Hollingsworth, J.; Knudson, J.; Maier, H.A. Phytomass, LAI, and NDVI in northern Alaska: Relationships to summer warmth, soil pH, plant functional types, and extrapolation to the circumpolar Arctic. J. Geophys. Res.-Oceans 2003, 108, 8169.
11. Raynolds, M.K.; Walker, D.A.; Epstein, H.E.; Pinzon, J.E.; Tucker, C.J. A vegetation map of the arctic tundra biome (1:1,750,000 scale): II. Analysis of the dstribution of phytomass and vegetation types. J. Veg. Sci. 2004, 3, 403-411.
12. Epstein, H.E.; Raynolds, M.K.; Walker, D.A.; Bhatt, U.S.; Tucker, C.J.; Pinzon, J.E. Dynamics of aboveground phytomass of the circumpolar Arctic tundra during the past three decades. Environ. Res. Lett. 2012, doi: 10.1088/1748-9326/7/1/015506.
13. Bekryaev, R.V.; Polyakov, I.V.; Alexeev, V.A. Role of polar amplification in long-term surface air temperature variations and modern Arctic warming. J. Clim. 2010, 23, 3888-3906.
14. Bhatt, U.S.; Walker, D.A.; Raynolds, M.K.; Comiso, J.C.; Epstein, H.E.; Jia, G.; Gens, R.; Pinzon, J.E.; Tucker, C.J.; Tweedie, C.E.; et al. Circumpolar Arctic tundra vegetation change is linked to sea ice decline. Earth Interact. 2010, 14, 1-20.
15. Serreze, M.C.; Barry, R.G. Processes and impacts of Arctic amplification: A research synthesis. Glob. Planet. Chang. 2011, 77, 85-96.
16. Dutrieux, L.P.; Bartholomeus, H.; Herold, M.; Verbesselt, J. Relationships between declining summer sea ice, increasing temperatures and changing vegetation in the Siberian Arctic tundra from MODIS time series (2000-11). Environ. Res. Lett. 2012, 7, 044028.
17. Lawrence, D.M.; Slater, A.G.; Tomas, R.A.; Holland, M.M.; Deser, C. Accelerated Arctic land warming and permafrost degradation during rapid sea ice loss. Geophys. Res. Lett. 2008, 35, L11506.
18. Bhatt, U.S.; Alexander, M.A.; Deser, C.; Walsh, J.E.; Miller, J.S.; Timlin, M.S.; Scott, J.; Tomas, R.A. The Atmospheric Response to Realistic Reduced Summer Arctic Sea Ice Anomalies. In Arctic Sea Ice Decline: Observations, Projections, Mechanisms, and Implications; DeWeaver, E.T., Bitz, C.M., Tremblay, L.-B., Eds.; American Geophysical Union: Washington, DC, USA, 2008; pp. 91-110.
19. Higgins, M.E.; Cassano, J.J. Northern Alaskan land surface response to reduced Arctic sea ice extent. Clim. Dyn. 2012, 38, 2099-2113.
20. Hu, F.S.; Higuera, P.E.; Walsh, J.E.; Chapman, W.L.; Duffy, P.A.; Brubaker, L.B.; Chipman, M.L. Tundra burning in Alaska: Linkages to climatic change and sea ice retreat. J. Geophys. Res.-Oceans 2010, 115, G04002.
21. Walker, D.A.; Raynolds, M.K.; Daniëls, F.J.A.; Einarsson, E.; Elvebakk, A.; Gould, W.A.; Katenin, A.E.; Kholod, S.S.; Markon, C.J.; Melnikov, E.S.; et al. The circumpolar arctic vegetation map. J. Veg. Sci. 2005, 16, 267-282.
22. Raynolds, M.K.; Walker, D.A.; Maier, H.A. Effects of deglaciation on circumpolar distribution of arctic vegetation. Remote Sens. Environ. 2009, 102, 271-281.
23. Elmendorf, S.C.; Henry, G.H.R.; Hollister, R.D.; Bjork, R.G.; Bjorkman, A.D.; Callaghan, T.V.; Collier, L.S.; Cooper, E.J.; Cornelissen, J.H.C.; Day, T.A.; et al. Global assessment of experimental climate warming on tundra vegetation: heterogeneity over space and time. Ecol. Lett. 2012, 15, 164-175.
24. Walker, D.A.; Leibman, M.O.; Epstein, H.E.; Forbes, B.C.; Bhatt, U.S.; Raynolds, M.K.; Comiso, J.C.; Gubarkov, A.A.; Khomutov, A.V.; Jia, G.J.; et al. Spatial and temporal patterns of greenness on the Yamal Peninsula, Russia: Interactions of ecological and social factors affecting the Arctic normalized difference vegetation index. Environ. Res. Lett. 2009, 4, 045004.
25. Walker, D.A.; Forbes, B.C.; Leibman, M.O.; Epsteiin, H.E.; Bhatt, U.S.; Comiso, J.C.; Drozdov, D.S.; Gubarkov, A.A.; Jia, G.J.; Karlejaärvi, E.; et al. Cumulative Effects of Rapid Land-Cover and Land-Use Changes on the Yamal Peninsula, Russia. In Eurasian Arctic Land Cover and Land Use in a Changing Climate; Gutman, G., Groismann, P., Reissel, A., Eds.; Springer Verlag: Berlin/Heidelberg, Germany, 2011.
26. Hudson, J.M.G.; Henry, G.H.R. Increased plant biomass in a High Arctic heath community from 1981 to 2008. Ecology 2009, 90, 2657-2663.
27. Elmendorf, S.C.; Henry, G.H.R.; Hollister, R.D.; Björk, R.G.; Boulanger-Lapointe, N.; Cooper, E.J.; Cornelissen, J.H.C.; Day, T.A.; Dorrepaal, E.; Elumeeva, T.G.; et al. Plot-scale evidence of tundra vegetation change and links to recent summer warming. Nat. Clim. Chang. 2012, 2, 453-457.
28. Tape, K.; Sturm, M.; Racine, C. The evidence for shrub expansion in Northern Alaska and the Pan-Arctic. Glob. Chang. Biol. 2006, 12, 686-702.
29. Tape, K.D.; Hallinger, M.; Welker, J.M.; Ruess, R.W. Landscape heterogeneity of shrub expansion in Arctic Alaska. Ecosystems 2012, 15, 711-724.
30. Myers-Smith, I.H.; Forbes, B.C.; Wilmking, M.; Hallinger, M.; Lantz, T.; Blok, D.; Tape, K.D.; Macias-Fauria, M.; Sass-Klaassen, U.; Lévesque, E.; et al. Shrub expansion in tundra ecosystems: Dynamics, impacts and research priorities. Environ. Res. Lett. 2011, 6, 045509.
31. Forbes, B.C.; Fauria, M.M.; Zetterberg, P. Russian Arctic warming and "greening" are closely tracked by tundra shrub willows. Glob. Chang. Biol. 2010, 16, 1542-1554.
32. Macias-Fauria, M.; Forbes, B.C.; Zetterberg, P.; Kumpula, T. Eurasian Arctic greening reveals teleconnections and the potential for structurally novel ecosystems. Nat. Clim. Chang. 2012, 2, 613-618.
33. Parmentier, F.-J.W.; Christensen, T.R.; Sørensen, L.L.; Rysgaard, S.; McGuire, A.D.; Miller, P.A.; Walker, D.A. The impact of lower sea-ice extent on Arctic greenhouse-gas exchange. Nat. Clim. Chang. 2013, 3, 195-202.
34. Zhang, J.; Walsh, J.E. Thermodynamic and hydrological impacts of increasing greenness in northern high latitudes. J. Hydrometeorol. 2006, 7, 1147-1163.
35. Jeong, J.-H.; Kug, J.-S.; Kim, B.-M.; Min, S.-K.; Linderholm, H.W.; Ho, C.-H.; Rayner, D.; Chen, D.; Jun, S.-Y. Greening in the circumpolar high-latitude may amplify warming in the growing season. Clim. Dyn. 2011, 38, 1421-1431.
36. Ogi, M.; Wallace, J.M. Summer minimum Arctic sea ice extent and the associated summer atmospheric circulation. Geophys. Res. Lett. 2007, doi: 10.1029/2007GL029897.
37. Walker, D.A.; Bhatt, U.S.; Epstein, H.E.; Bieniek, P.; Comiso, J.; Frost, G.V.; Pinzon, J.; Raynolds, M.K.; Tucker, C.J. Changing Arctic tundra vegetation biomass and Greenness. Bull. Am. Meteorol. Soc. 2012, 93, S138-S139.
38. Walker, D.A.; Epstein, H.E.; Raynolds, M.K.; Kuss, P.; Kopecky, M.A.; Frost, G.V.; Daniëls, F.J.A.; Leibman, M.O.; Moskalenko, N.G.; Matyshak, G.V.; et al. Environment, vegetation and greenness (NDVI) along the North America and Eurasia Arctic transects. Environ. Res. Lett. 2012, 7, 015504.
39. Comiso, J.C.; Nishio, F. Trends in the sea ice cover using enhanced and compatible AMSR-E, SSM/I, and SMMR data. J. Geophys. Res. 2008, doi: 10.1029/2007JC004257.
40. Comiso, J.C. Warming trends in the Arctic from clear sky satellite observations. J. Clim. 2003, 16, 3498-3510.
41. Global Inventory Modeling and Mapping Studies (GIMMS). Available online: http://gcmd.nasa.gov/records/GCMD_GLCF_GIMMS.html (Accessed on 18 August 2013).
42. Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83, 195-213.
43. Tucker, C.J.; Sellers, P.J. Satellite remote sensing of primary production. Int. J. Remote Sens. 1986, 7, 1395-1416.
44. Treshnikov, A.F. Atlas of the Arctic (in Russian); Treshnikov, A.F.E., Ed.; Administrator of Geodesy and Cartography of the Soviet Ministry: Moscow, Russia, 1985.
45. Mudelsee, M. Climate Time Series Analysis; Springer: Dordrecht, The Netherlands, 2010; Volume 42.
46. Mudelsee, M. Break function regression. Eur. Phys. J. Spec. Top. 2009, 174, 49-63.
47. Walker, D.A.; Bhatt, U.S.; Comiso, J.C.; Epstein, H.E.; Gould, W.A.; Henry, G.H.R.; Jia, G.J.; Kokelj, S.V.; Lantz, T.C.; Mercado-Díaz, J.A.; et al. Arctic: Land: Vegetation (in "State of the Climate in 2009"). Bull. Am. Meteorol. Soc. 2010, 91, S79-S82.
48. Matthewman, N.J.; Magnusdottir, G. Observed interaction between Pacific sea ice and the Western Pacific pattern on intraseasonal time scales. J. Clim. 2011, 24, 5031-5042.
49. Comiso, J.C. Large decadal decline of the Arctic multiyear ice cover. J. Clim. 2012, 25, 1176-1193.
50. Comiso, J.C. Polar Oceans from Space; Springer: New York, NY, USA, 2010; pp. 1-12.
51. Bulygina, O.N.; Razuvaev, V.N.; Korshunova, N.N. Changes in snow cover over Northern Eurasia in the last few decades. Environ. Res. Lett. 2009, 4, 045026.
52. Cohen, J.L.; Furtado, J.C.; Barlow, M.A.; Alexeev, V.A.; Cherry, J.E. Arctic warming, increasing snow cover and widespread boreal winter cooling. Environ. Res. Lett. 2012, 7, 014007.
53. Liu, J.; Curry, J.A.; Wang, H.; Song, M.; Horton, R.M. Impact of declining Arctic sea ice on winter snowfall. Proc. Natl. Acad. Sci. USA 2012, 109, 4074-4079.
54. Brown, R.D.; Derksen, C. Is Eurasian October snow cover extent increasing. Environ. Res. Lett. 2013, 8, 024006.
55. Polyakov, I.V.; Bhatt, U.S.; Walsh, J.E.; Abrahamsen, E.P. Recent oceanic changes in the Arctic in the context of longer term observations. Ecol. Appl. 2013, doi: 10.1890/11-0902.1.
56. Liu, Y.; Key, J.R.; Liu, Z.; Wang, X.; Vavrus, S.J. A cloudier Arctic expected with diminishing sea ice. Geophys. Res. Lett. 2012, doi: 10.1029/2012GL05125.
57. Comiso, J.C. Arctic warming signals from satellite observations. Weather 2006, 61, 70-76.
58. Tang, Q.; Leng, G. Damped summer warming accompanied with cloud cover increase over Eurasia from 1982 to 2009. Environ. Res. Lett. 2012, 7, 014004.
59. Bieniek, P.A. Assessing River Ice Breakup Date, Coastal Tundra Vegetation and Climate Divisions in the Context of Alaska Climate Variability; University of Alaska Fairbanks: Fairbanks, AK, USA, 2012.
60. Brown, R. Personal Communication, Montreal, QC, Canada, 2013.
61. Callaghan, T.V.; Johansson, M.; Brown, R.D.; Groisman, P.Y.; Labba, N.; Radionov, V.; Bradley, R.S.; Blangy, S.; Bulygina, O.N.; Christensen, T.R.; et al. Multiple effects of changes in Arctic snow cover. AMBIO 2012, 40, 32-45.
62. Bhatt, U.S.; Walker, D.A.; Raynolds, M.A.; Epstein, H.E.; Pinzon, J.E.; Tucker, C.J.; Comiso, J.C.; Bieniek, P.A.; Mike, S. Seasonality of Arctic Tundra Greening. Earth Interact. 2010, unsubmitted.
63. Ogi, M.; Rigor, I.G. Trends in Arctic sea ice and the role of atmospheric circulation. Atmos. Sci. Lett. 2013, 14, 97-101.
64. Easterling, D.R.; Wehner, M.F. Is the climate warming or cooling? Geophys. Res. Lett. 2009, 36, L08706.
65. Meehl, G.A.; Arblaster, J.M.; Fasullo, J.T.; Hu, A.; Trenberth, K.E. Model-based evidence of deep-ocean heat uptake during surface-temperature hiatus periods. Nat. Clim. Chang. 2011, 1, 360-364.
66. Pinzon, J. Personal Communication, Greenbelt, MD, USA, 2013
67. Fensholt, R.; Proud, S.R. Evaluation of Earth Observation based global long term vegetation trends-Comparing GIMMS and MODIS global NDVI time series. Remote Sens. Environ. 2012, 119, 131-147.
68. Forkel, M.; Carvalhais, N.; Verbesselt, J.; Mahecha, M.; Neigh, C.; Reichstein, M. Trend change detection in NDVI time series: Effects of inter-annual variability and methodology. Remote Sens. 2013, 5, 2113-2144.
69. Jong, R.; Verbesselt, J.; Schaepman, M.E.; Bruin, S. Trend changes in global greening and browning: Contribution of short-term trends to longer-term change. Glob. Chang. Biol. 2011, 18, 642-655.
70. Alexeev, V.A.; Langen, P.L.; Bates, J.R. Polar amplification of surface warming on an aquaplanet in "ghost forcing" experiments without sea ice feedbacks. Clim. Dyn. 2005, 24, 655-666.
71. Zhang, X.; He, J.; Zhang, J.; Polyakov, I.; Gerdes, R.; Inoue, J.; Wu, P. Enhanced poleward moisture transport and amplified northern high-latitude wetting trend. Nat. Clim. Chang. 2012, 3, 47-51.
72. Moore, G.W.K. Decadal variability and a recent amplification of the summer Beaufort Sea High. Geophys. Res. Lett. 2012, doi: 10.1029/2012GL051570.
73. Stegall, S.T.; Zhang, J. Wind field climatology, changes, and extremes in the Chukchi?Beaufort Seas and Alaska North Slope during 1979?2009. J. Clim. 2012, 25, 8075-8089.
74. Zhang, X.; Sorteberg, A.; Zhang, J.; Gerdes, R.; Comiso, J.C. Recent radical shifts of atmospheric circulations and rapid changes in Arctic climate system. Geophys. Res. Lett. 2008, 35, L22701.
75. Ogi, M.; Yamazaki, K. Trends in the summer Northern Annular Mode and Arctic sea ice. SOLA 2010, 6, 41-44.
76. Liu, L. Personal Communication, Madison, WI, USA, 2013.
77. NOAA/ESRL Physical Sciences Division, Boulder Colorado. Available online: http://www.esrl.noaa.gov/psd/ (accessed on 18 August 2013).
78. Urban, M.; Eberle, J.; Hüttich, C.; Schmullius, C.; Herold, M. Comparison of satellite-derived land surface temperature and air temperature from meteorological stations on the pan-Arctic Scale. Remote Sens. 2013, 5, 2348-2367.