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首页> 外文期刊>GIScience & remote sensing >Characterizing Ecosystem Variability Using the Onset of Green-Up Derived from Time-Series AVHRR NDVI Data
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Characterizing Ecosystem Variability Using the Onset of Green-Up Derived from Time-Series AVHRR NDVI Data

机译:使用时间序列AVHRR NDVI数据得出的绿色上升来表征生态系统的可变性

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摘要

This study explores the use of Vegetation Phenology Metrics (VPMs) derived from satellite remotely sensed measurement to characterize ecosystem variability for the northern China steppes. An Advanced Very High Resolution Radiometer (AVHRR) maximum Normalized Difference Vegetation Index (NDVI) 15-day composite dataset, from 1982 to 1990, was used to estimate the onset date of vegetation green-up for these steppes. The results show a strong linkage between onset date of green-up and climatic factors within the study area. An Ecosystem Variability Index (EVI) was derived using the coefficient of variation of onset date of green-up. The EVI revealed the meadow steppe and forest ecosystems to be the least ecologically variable and the desert steppe to be the most variable. Large areas of typical steppe, near the desert steppe and typical steppe ecotone, exhibited similar EVI values to those of the desert steppe, suggesting greater ecosystem variability in this area of typical steppe. These findings suggest that large expanses of typical steppe in this region might be undergoing ecosystem changes that could result in lower grassland productivity and eventual changes in land use practices. The use of the EVI provides an objective, spatially explicit, and cost-effective means of assessing ecosystem variability and response to varying climatic conditions. This index was used to identify areas within the steppe ecosystem where transition from one stable state to another was most likely to occur, or was already happening.
机译:这项研究探索了利用卫星遥感测量得出的植被物候指标(VPM)来表征中国北方草原的生态系统变异性。从1982年至1990年,使用了一个超高分辨率高分辨率辐射计(AVHRR)最大归一化植被指数(NDVI)15天复合数据集来估算这些草原植被绿化的开始日期。结果表明,研究区域内绿化的开始日期与气候因素之间存在很强的联系。利用绿化开始日期的变化系数,得出了生态系统变异指数(EVI)。 EVI显示,草地草原和森林生态系统的生态变量最小,而沙漠草原的变量最大。靠近沙漠草原和典型草原过渡带的大面积典型草原显示的EVI值与沙漠草原相似,表明该典型草原地区的生态系统变异性更大。这些发现表明,该地区大片典型草原可能正在经历生态系统变化,这可能导致草地生产力降低,并最终改变土地使用方式。 EVI的使用提供了一种客观,空间明确且具有成本效益的方法来评估生态系统的变异性和对气候条件的响应。该指数用于确定草原生态系统中最可能发生或已经发生从一种稳定状态过渡到另一种稳定状态的区域。

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