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Analysis of vegetation dynamics and climatic variability impacts on greenness across Canada using remotely sensed data from 2000 to 2009

机译:利用2000年至2009年的遥感数据分析加拿大全境的植被动态和气候变化对绿色的影响

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Using time series of moderate-resolution imaging spectroradiometer (MODIS) normalized difference vegetation index (NDVI) data from 2000 to 2009, we assessed decadal vegetation dynamics across Canada and examined the relationship between NDVI and climatic variables (precipitation and temperature). The Palmer drought severity index and vapor pressure difference (VPD) were used to relate the vegetation changes to the climate, especially in cases of drought. Results indicated that MODIS NDVI measurements provided a dynamic picture of interannual variation in Canadian vegetation patterns. Greenness declined in 2000, 2002, and 2009 and increased in 2005, 2006, and 2008. Vegetation dynamics varied across regions during the period. Most forest land shows little change, while vegetation in the ecozone of Pacific Maritime, Prairies, and Taiga Shield shows more dynamics than in the others. Significant correlations were found between NDVI and the climatic variables. The variation of NDVI resulting from climatic variability was more highly correlated to temperature than to precipitation in most ecozones. Vegetation grows better with higher precipitation and temperature in almost all ecozones. However, vegetation grows worse under higher temperature in the Prairies ecozone. The annual changes in NDVI corresponded well with the change in VPD in most ecozones. (C) The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
机译:使用2000年至2009年的中分辨率成像光谱仪(MODIS)归一化差异植被指数(NDVI)数据的时间序列,我们评估了加拿大的十年植被动态,并研究了NDVI与气候变量(降水和温度)之间的关系。帕尔默干旱严重性指数和蒸气压差(VPD)用于将植被变化与气候相关,特别是在干旱情况下。结果表明,MODIS NDVI测量提供了加拿大植被格局年际变化的动态图。在2000、2002和2009年,绿色度下降,而在2005、2006和2008年,绿色度增加。大多数林地变化不大,而太平洋海事,大草原和大河之盾等生态区的植被则比其他林地表现出更多的动态。在NDVI和气候变量之间发现了显着的相关性。在大多数生态区中,气候变化导致的NDVI变化与温度的相关性更高,而与降水的相关性更高。随着几乎所有生态区的降水和温度升高,植被生长得更好。但是,在大草原生态区,温度升高,植被生长会变差。在大多数生态区中,NDVI的年度变化与VPD的变化非常吻合。 (C)作者。由SPIE根据Creative Commons Attribution 3.0 Unported License发布。分发或复制此作品的全部或部分,需要对原始出版物(包括其DOI)进行完全归因。

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