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Monitoring forest conditions in a protected Mediterranean coastal area by the analysis of multiyear NDVI data

机译:通过分析多年NDVI数据监测地中海受保护沿海地区的森林状况

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The operational utilization of remote sensing techniques for monitoring terrestrial ecosystems is often constrained by problems of under-sampling in space and time, particularly in heterogeneous and unstable Mediterranean environments. The current work deals with the use of the NOAA-AVHRR and Landsat-TM/ETM+ images to produce long-term NDVI data series characterising coniferous and broadleaved forests in a protected coastal area in Tuscany (Central Italy). Two methods to extract NDVI values of relatively small vegetated areas from NOAA-AVHRR data were first evaluated by comparison to estimates from higher resolution Landsat-TM/ETM + images. The optimal method was then applied to multitemporal AVHRR data series to derive 10-day NDVI profiles of coniferous and broadleaved forests over a 15-year period (1986-2000). Trend analyses performed on these data series showed that notable NDVI decreases occurred during the study period, particularly for the coniferous forest in summer and early fall. Further analysis carried out on local meteorological measurements led to identify the likely causes of these negative trends in contemporaneous winter rainfall decreases which were significantly correlated with the found NDVI variations.
机译:遥感技术用于监测陆地生态系统的操作利用通常受到空间和时间采样不足的问题的限制,特别是在异质和不稳定的地中海环境中。当前的工作涉及使用NOAA-AVHRR和Landsat-TM / ETM +图像来生成长期NDVI数据序列,以表征托斯卡纳(意大利中部)沿海保护区的针叶和阔叶林。首先通过与来自高分辨率Landsat-TM / ETM +图像的估计值进行比较,评估了两种从NOAA-AVHRR数据中提取相对较小植被区NDVI值的方法。然后将最佳方法应用于多时相AVHRR数据系列,以得出15年期间(1986-2000年)的针叶和阔叶林的10天NDVI剖面。对这些数据系列进行的趋势分析显示,在研究期间,NDVI出现了显着下降,尤其是在夏季和初秋的针叶林中。对当地气象测量进行的进一步分析导致确定了同期冬季降雨减少的这些负面趋势的可能原因,这与发现的NDVI变化显着相关。

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