基于MODIS数据集的欧洲植被生产力时空趋势分析

D. Movchan
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摘要

已有研究表明,温度变化对生态系统生物地球化学过程有显著影响。例如,实验变暖导致光合作用增强,植被生产力和生物量积累增加(Elmendorf et al. 2012;Lin et al. 2010;Lu et al. 2013;Wu et al. 2011)。然而,在自然条件下,这种关联并不那么明显(Mohamed et al. 2004)。本研究提供了像素趋势分析的结果,该分析已被执行,以确定过去14年来欧洲领土植被生产力的区域趋势。利用中分辨率成像光谱辐射计(MODIS)时间序列数据分析了净初级生产力(NPP)趋势。估算了植被生产力动态引起的陆地碳储量变化。东欧地区植被生产力呈负变化趋势。结果表明,夏季气温升高对西欧、东欧和南欧的植被生产力有负面影响。研究结果表明,在南欧,夏季平均温度已经达到了一个阈值,其随后的增长将导致植被生产力的降低。与此同时,在北方地区,还没有达到这个门槛;因此,夏季气温的升高会刺激植被的生长。分析不同植被类型的变化可以发现,农用地碳储量减少了267 Mt C,而森林和稀树草原则呈现正动态(碳储量分别增加了1.64和370 Mt C)。整个欧洲地区陆地植被碳储量呈上升趋势(2.67 Mt)。
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Spatio-temporal trend analysis of vegetation productivity in Europe using MODIS data sets
Some previous studies showed that ecosystem biogeochemical processes were significantly affected by variation of the temperature regime. For example, experimental warming led to photosynthesis intensification and increasing of the vegetation productivity and biomass accumulation (Elmendorf et al. 2012; Lin et al. 2010; Lu et al. 2013; Wu et al. 2011). However, such association is not so clear under natural conditions (Mohamed et al. 2004). This study provides the results of a pixel-wise trend analysis which has been performed to identify regional trends in the vegetation productivity for the European territory over the last 14 years. The moderate-resolution imaging spectroradiometer (MODIS) time series data have been used to analyse net primary productivity (NPP) trends. The changes in terrestrial carbon stock caused by the dynamics of vegetation productivity have been estimated. The negative trend of the vegetation productivity was found for Eastern Europe. It was found that the increased summer temperatures negatively influenced the vegetation productivity in Western, Eastern and Southern Europe. The findings suggest that the mean summer temperatures have reached a threshold in Southern Europe and its subsequent growth would lead to reducing the vegetation productivity. At the same time in the northern regions, the threshold has not been reached; therefore, summer temperatures increasing will stimulate the growth of vegetation. Analysing the changes for different types of vegetation it can be noted that the carbon stocks of agricultural land have been decreased by 2.67 Mt C, while forests and savannah areas have positive dynamic (the carbon stocks have been increased by 1.64 and 3.7 Mt C respectively). Summary results for the whole European region indicate a positive trend (2.67 Mt) of C stock in the terrestrial vegetation.
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