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首页> 外文期刊>International journal of applied earth observation and geoinformation >Studying interactions between climate variability and vegetation dynamic using a phenology based approach
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Studying interactions between climate variability and vegetation dynamic using a phenology based approach

机译:使用基于物候学的方法研究气候变化与植被动态之间的相互作用

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摘要

In this paper we investigated if and how a signature of climate control on vegetation growth can be individualized at regional scale using time series of SPOT-VEGETATION NDVI and ECMWF meteorological data. Twelve regions characterized by dominant and stable cropland or grassland covers were selected in urope and Africa. Our results show that the relationship between NDVI and meteorological parameters is highly complex and significantly vary trough the phenological cycle of the plants. Hence, interactions between vegetation dynamics and climate variability must be studied at a smaller time scale in order to identify properly the limiting factors to vegetation growth. Using NDVI metrics, vegetative phases (from green-up to maximum NDVI) and reproductive phases (from maximum NDVI to maturity) were identified for each region. Cross-correlation analysis revealed that, in most of the cases, the best scores of Pearson’s r are obtained when we considered the vegetative phase (from green-up to maximum of NDVI) and the reproductive phase (from maximum of NDVI to maturity) separately. We also showed that climatic constraints identified using yearly proxies of climate and vegetation do not depict correctly or completely the climate control on vegetation development. In that sense the complexity of the climate-vegetation relationship, which is spatially and temporally variable, is well underlined in this study.
机译:在本文中,我们使用SPOT-VEGETATION NDVI和ECMWF气象数据的时间序列,研究了是否以及如何在区域尺度上使气候控制对植被生长的影响个性化。在乌罗普和非洲,选择了十二个以占主导地位和稳定的农田或草地覆盖为特征的地区。我们的结果表明,NDVI与气象参数之间的关系非常复杂,并且在植物的物候周期内变化很大。因此,必须在较小的时间尺度上研究植被动力学与气候变化之间的相互作用,以便正确地确定限制植被生长的因素。使用NDVI指标,可以确定每个区域的营养阶段(从绿色上升到最大NDVI)和生殖阶段(从最大NDVI到成熟)。互相关分析表明,在大多数情况下,当我们分别考虑营养阶段(从绿色到最大NDVI)和生殖阶段(从NDVI到成熟)时,可以获得Pearson r的最佳分数。 。我们还表明,使用气候和植被的年度代理确定的气候约束不能正确或完整地描述对植被发展的气候控制。从这个意义上讲,气候-植被关系的复杂性在空间和时间上是可变的,在这项研究中得到了很好的强调。

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