Relationship between satellite-derived land surface temperatures, arctic vegetation types, and NDVI

被引:188
作者
Raynolds, Martha K. [1 ]
Comiso, Josefino C. [2 ]
Walker, Donald A. [1 ]
Verbyla, David [3 ]
机构
[1] Univ Alaska, Inst Arctic Biol, Fairbanks, AK 99775 USA
[2] NASA, Goddard Space Flight Ctr, Oceans & Ice Branch, Greenbelt, MD 20771 USA
[3] Univ Alaska Fairbanks, Dept Nat Resource Management, Fairbanks, AK 99775 USA
基金
美国国家科学基金会;
关键词
normalized difference vegetation index (NDVI); summer warmth index (SWI); advanced very high resolution radiometer (AVHRR); climate change; circumpolar;
D O I
10.1016/j.rse.2007.09.008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Arctic vegetation distribution is largely controlled by climate, particularly summer temperatures. Summer temperatures have been increasing in the Arctic and this trend is expected to continue. Arctic vegetation has been shown to change in response to increases in summer temperatures, which in turn affects arctic fauna, human communities and industries. An understanding of the relationship of existing plant communities to temperature is important in order to monitor change effectively. In addition, variation along existing climate gradients can help predict where and how vegetation changes may occur as climate warming continues. In this study we described the spatial relationship between satellite-derived land surface temperature (LST), circumpolar arctic vegetation, and normalized difference vegetation index (NDVI). LST, mapped as summer warmth index (SWI), accurately portrayed temperature gradients due to latitude, elevation and distance from the coast. The SWI maps also reflected NDVI patterns, though NDVI patterns were more complex due to the effects of lakes, different substrates and different-aged glacial surfaces. We found that for the whole Arctic, a 5 degrees C increase in SWI along the climate gradient corresponded to an increase in NDVI of approximately 0.07. This result supports and is of similar magnitude as temporal studies showing increases of arctic NDVI corresponding to increases in growing season temperatures over the length of the satellite record. The strongest positive relationship between NDVI and SWI occurred in partially vegetated and graminoid vegetation types. Recently deglaciated areas, areas with many water bodies, carbonate soil areas, and high mountains had lower NDVI values than predicted by SWI. Plant growth in these areas was limited by substrate factors as well as temperature, and thus is likely to respond less to climate warming than other areas. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:1884 / 1894
页数:11
相关论文
共 57 条
[1]   Frequent long-distance plant colonization in the changing Arctic [J].
Alsos, Inger Greve ;
Eidesen, Pernille Bronken ;
Ehrich, Dorothee ;
Skrede, Inger ;
Westergaard, Kristine ;
Jacobsen, Gro Hilde ;
Landvik, Jon Y. ;
Taberlet, Pierre ;
Brochmann, Christian .
SCIENCE, 2007, 316 (5831) :1606-1609
[2]  
[Anonymous], 2004, QUATERNARY GLACIATIO
[3]  
[Anonymous], CANADAS MISSING DIME
[4]  
[Anonymous], 2006, a language and environment for statistical computing
[5]  
[Anonymous], 1971, Contributions from the Gray Herbarium of Harvard
[6]  
Bliss LC., 1992, ARCTIC ECOSYSTEMS CH, P111
[7]   Evidence for a persistent and extensive greening trend in Eurasia inferred from satellite vegetation index data [J].
Bogaert, J ;
Zhou, L ;
Tucker, CJ ;
Myneni, RB ;
Ceulemans, R .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2002, 107 (D11)
[8]  
Callaghan Terry V., 2005, P243
[9]  
Comiso J. C., 2006, WEATHER, V61, P70, DOI [10.1256/wea.222.05, DOI 10.1256/WEA.222.05]
[10]  
Comiso JC, 2003, J CLIMATE, V16, P3498, DOI 10.1175/1520-0442(2003)016<3498:WTITAF>2.0.CO