Tamstorf Mikkel P, Illeris Lotte, Hansen Birger U, Wisz Mary
University of Aarhus, National Environmental Research Institute, Dep, for Arctic Environment, Frederiksborgvej 399, PO Box 358, DK-4000 Roskilde, Denmark.
BMC Ecol. 2007 Sep 19;7:9. doi: 10.1186/1472-6785-7-9.
Changes in land surface phenology are of major importance to the understanding of the impact of recent and future climate changes in the Arctic. This paper presents an extensive study from Zackenberg Ecological Research Operations (ZERO) where snow melt, climate and growing season characteristics of six major high arctic vegetation types has been monitored during 1999 to 2005. We investigate the growth dynamics for dry, mesic and wet types using hand held measurements of far red normalised difference vegetation index (NDVI-FR) and generalized additive mixed models (GAMM).
Snow melt and temperature are of major importance for the timing of the maximum growth as well as for the seasonal growth. More than 85% of the variance in timing of the maximum growth is explained by the models and similar for the seasonal growth of mesic and wet vegetation types. We find several non-linear growth responses to the environmental variables.
We conclude that the uses of GAMMs are valuable for investigating growth dynamics in the Arctic. Contrary to several other studies in the Arctic we found a significant decreasing trend of the seasonally integrated NDVI-FR (SINDVI) in some vegetation types. This indicates that although greening might occur wide-spread in the Arctic there are variations on the local scale that might influence the regional trends on the longer term.
地表物候变化对于理解北极近期和未来气候变化的影响至关重要。本文展示了来自扎克伯格生态研究站(ZERO)的一项广泛研究,该研究在1999年至2005年期间监测了六种主要的高北极植被类型的融雪、气候和生长季特征。我们使用手持式远红归一化植被指数(NDVI-FR)测量值和广义相加混合模型(GAMM)研究了干旱、中生和湿润类型的生长动态。
融雪和温度对于最大生长时间以及季节性生长至关重要。模型解释了超过85%的最大生长时间的方差,中生和湿润植被类型的季节性生长情况类似。我们发现了对环境变量的几种非线性生长响应。
我们得出结论,GAMM对于研究北极的生长动态很有价值。与北极的其他几项研究相反,我们发现某些植被类型的季节性积分NDVI-FR(SINDVI)有显著下降趋势。这表明,尽管北极地区可能广泛出现绿化现象,但局部尺度上的变化可能会在长期影响区域趋势。