High-latitude tree growth and satellite vegetation indices: Correlations and trends in Russia and Canada (1982-2008)

被引:112
作者
Berner, Logan T. [1 ]
Beck, Pieter S. A. [2 ]
Bunn, Andrew G. [1 ]
Lloyd, Andrea H. [3 ]
Goetz, Scott J. [2 ]
机构
[1] Western Washington Univ, Dept Environm Sci, Bellingham, WA 98225 USA
[2] Woods Hole Res Ctr, Falmouth, MA 02540 USA
[3] Middlebury Coll, Dept Biol, Middlebury, VT 05443 USA
基金
美国国家科学基金会;
关键词
NET PRIMARY PRODUCTION; CARBON ALLOCATION; CANOPY REFLECTANCE; NORTHERN FORESTS; BOREAL FORESTS; WHITE SPRUCE; NDVI DATASET; CLIMATE; ALASKA; RINGS;
D O I
10.1029/2010JG001475
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Vegetation in northern high latitudes affects regional and global climate through energy partitioning and carbon storage. Spaceborne observations of vegetation, largely based on the normalized difference vegetation index (NDVI), suggest decreased productivity during recent decades in many regions of the Eurasian and North American boreal forests. To improve interpretation of NDVI trends over forest regions, we examined the relationship between NDVI from the advanced very high resolution radiometers and tree ring width measurements, a proxy of tree productivity. We collected tree core samples from spruce, pine, and larch at 22 sites in northeast Russia and northwest Canada. Annual growth rings were measured and used to generate site-level ring width index (RWI) chronologies. Correlation analysis was used to assess the association between RWI and summer NDVI from 1982 to 2008, while linear regression was used to examine trends in both measurements. The correlation between NDVI and RWI was highly variable across sites, though consistently positive (r = 0.43, SD = 0.19, n = 27). We observed significant temporal autocorrelation in both NDVI and RWI measurements at sites with evergreen conifers (spruce and pine), though weak autocorrelation at sites with deciduous conifers (larch). No sites exhibited a positive trend in both NDVI and RWI, although five sites showed negative trends in both measurements. While there are technological and physiological limitations to this approach, these findings demonstrate a positive association between NDVI and tree ring measurements, as well as the importance of considering lagged effects when modeling vegetation productivity using satellite data.
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页数:13
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