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Examining the linkage between shrub encroachment and recent greening in water‐limited southern Africa

机译:研究在水资源有限的南部非洲,灌木丛入侵与近期绿化之间的联系

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There have been reports of widespread increases in satellite‐derived vegetation indices in drylands across the globe. At the same time, there are numerous field‐based observations of increases in the density of small woody plant species, a process known as shrub encroachment. We compare ground‐based observations of shrub encroachment with information from 14 years of Tropical Rainfall Measuring Mission (TRMM) precipitation data, Moderate Resolution Imaging Spectroradiometer (MODIS) Normalized Difference Vegetation Index (NDVI) and MODIS land cover data for southern Africa, focusing on areas that receive less than 1000 mm of precipitation per year. Cumulative precipitation and maximum NDVI were computed for each year and linear regression analysis was used to correct for interannual variability in precipitation. Accounting for precipitation effects, we found an underlying, overall greening in southern Africa, with NDVI increasing +3.34% on average over the 2000–2013 study period. Over 15% of the region is undergoing statistically significant change, strongly biased towards greening. The strongest greening was in a coherent band stretching from northern Namibia to Lesotho. Ground‐based reports of shrub encroachment tend to overlap with strong greening; we suggest that these processes are linked. Reports that intersect our period of record showed overwhelmingly positive trends, indicating that our method is suitable for detecting shrub encroachment. Shrublands and savannas accounted for 78% of the study region. Savannas did not change appreciably (?0.21% total change) from 2000–2013 while shrublands were greening faster than any other land cover type over the same period (+8.93%). Fast rates of greening in this biome may be indicative of shrub expansion. Large‐scale shrub encroachment will have important consequences for dryland degradation and global carbon dynamics.
机译:有报告说,全球干旱地区的卫星植被指数普遍增加。同时,有许多基于实地的观察发现小型木本植物的密度增加,这一过程被称为灌木侵蚀。我们将基于灌木侵蚀的地面观测结果与来自14年热带雨量测量任务(TRMM)降水数据,中分辨率成像光谱仪(MODIS)归一化植被指数(NDVI)和MODIS南部非洲土地覆盖数据的信息进行了比较,重点是每年降雨量少于1000毫米的地区。每年计算累积降水量和最大NDVI,并使用线性回归分析来校正降水的年际变化。考虑到降水影响,我们发现了南部非洲潜在的整体绿化,在2000–2013年研究期间,NDVI平均增长了+ 3.34%。该地区超过15%的地区发生了统计上的显着变化,强烈偏向绿化。最强的绿化是从纳米比亚北部到莱索托的连贯带。基于地面的灌木丛入侵报道往往与强烈的绿化相重叠;我们建议将这些过程联系起来。与我们的记录时期相交的报告显示出绝大多数呈积极趋势,这表明我们的方法适用于检测灌木丛侵害。灌木丛和热带稀树草原占研究区域的78%。从2000年到2013年,热带草原的变化不大(总变化为0.21%),而灌木丛的绿化速度比同期任何其他土地覆盖类型都快(+ 8.93%)。该生物群落的快速绿化速度可能表明灌木膨胀。大规模灌木侵蚀将对旱地退化和全球碳动态产生重要影响。

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