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Trends in NDVI and Tundra Community Composition in the Arctic of NE Alaska Between 1984 and 2009

机译:1984年至2009年之间阿拉斯加东北部NDVI和苔原群落组成的变化趋势

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As Arctic ecosystems experience increases in surface air temperatures, plot-level analyses of tundra vegetation composition suggest that there are important changes occurring in tundra communities that are typified by increases in shrubs and declines in non-vascular species. At the same time analyses of NDVI indicate that the Arctic tundra is greening. Few studies have combined plot-level trends in species composition and cover with remote sensing measurements to understand the linkages between tundra vegetation dynamics and NDVI over time. This study reports on trends in species composition for field plots in the Arctic National Wildlife Refuge in NE Alaska from 1984 to 2009 and links these trends to the trends in NDVI at fine and coarse scales. Over this time frame there were few changes in plant community composition. None of the five tundra types that were measured had increases in total vegetative cover, and deciduous shrub cover did not show the large increases reported elsewhere. Surface-(plot) measured NDVI was positively correlated to deciduous and evergreen shrub composition suggesting that these functional groups had a strong influence on NDVI values. Modeled values of NDVI, derived from measures of deciduous and evergreen shrub composition over time, decreased slightly for tussock tundra but did not change for other tundra types. This result suggests that surface NDVI did not change over time on these tundra types. Fine-scale (30-m pixels) Landsat NDVI also did not show any changes for the pixels located at the permanent plots (1992-2009). However, coarse-scale (8-km pixels) AVHRR NDVI across the study area did increase (1988-2007). Furthermore, aggregate values of Landsat pixels matching the same area as AVHRR pixels also did not show significant changes over time. Although Landsat NDVI was consistent with surface-measured NDVI, AVHRR NDVI was not. AVHRR NDVI values showed increases that were in neither the field nor Landsat data. This result suggests that AVHRR may be demonstrating increasing trends in NDVI that are not occurring on the ground in some Arctic tundra ecosystems. These results highlight the need to combine remote sensing with on-the-ground measurements of plant community composition and NDVI in the analysis of the responses of Arctic tundra ecosystems to climate change.
机译:随着北极生态系统的地表空气温度升高,对苔原植被组成进行地块级分析表明,苔原群落中发生了重要变化,典型的变化是灌木的增加和非维管物种的减少。同时,对NDVI的分析表明,北极苔原正在绿化。很少有研究将物种组成的地块级趋势与遥感测量相结合,以了解苔原植被动态与NDVI之间的联系。这项研究报告了1984年至2009年阿拉斯加东北部北极国家野生动物保护区田地的物种组成趋势,并将这些趋势与细,粗尺度NDVI趋势联系在一起。在这段时间内,植物群落组成几乎没有变化。所测量的五种苔原类型中,没有一个植物的总营养覆盖率增加,而落叶灌木的覆盖率并未显示其他地方报告的大幅增加。表面(图)测得的NDVI与落叶和常绿灌木的成分呈正相关,表明这些官能团对NDVI值具有很强的影响。 NDVI的模型值源自随时间变化的落叶和常绿灌木组成的测量值,对于丛状苔原而言,其略有下降,而对于其他苔原类型,其不变。该结果表明,在这些苔原类型上,表面NDVI不会随时间变化。精细比例尺(30米像素)Landsat NDVI也没有显示永久性地块(1992-2009年)上像素的任何变化。但是,整个研究区域中的粗尺度(8公里像素)AVHRR NDVI确实有所增加(1988-2007年)。此外,与AVHRR像素相同面积的Landsat像素的合计值也不会随时间变化。尽管Landsat NDVI与地面测量的NDVI一致,但AVHRR NDVI却不一致。 AVHRR NDVI值显示野外和Landsat数据均未出现增加。这一结果表明,AVHRR可能表明了某些苔原生态系统中地面上未发生的NDVI趋势的增加。这些结果强调了在分析北极苔原生态系统对气候变化的响应时,需要将遥感与植物群落组成和NDVI的地面测量相结合。

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