基于Landsat影像的加州大苏尔海岸森林和灌丛冠层覆盖30年分析

C. Potter
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摘要

最近的气候变暖可能对美国太平洋沿岸的地方性和受威胁的生物资源造成生境丧失和高度严重的野火等负面影响,这已受到越来越多的关注。这项研究的目的是首次使用连续30年4月至6月的大苏尔附近加利福尼亚中部海岸的Landsat卫星图像数据,量化森林和沿海钝灌木冠层密度的变化以及相关的生长率。采用最小二乘非线性时间回归方法拟合了多年Landsat NDVI时间序列的趋势模型。分析表明,在太平洋沿岸最南端的大苏尔地区,海岸红杉林的年增长率受到长期年降水量超过-1.2标准差的干旱期的抑制。从地球资源卫星记录中没有证据表明,最近的大型野火影响了整个地区的海岸红木林分结构或生长速度。尽管如此,2008年的大规模野火确实对该地区混合硬木和库尔特松林带的冠层密度产生了显著(尽管是暂时的)影响,相当于1990-1991年和2013-2014年对这些高海拔林带的极端干旱影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thirty Year Analysis of Forest and Scrub Canopy Cover on the Big Sur Coast of California using Landsat Imagery
The potential for negative effects such as habitat loss and high severity wildfires on endemic and threatened biological resources on the United States Pacific coast from recent climate warming has received increasing attention. This study was designed to quantify, for the first time, variations in forest and coastal bluff scrub canopy density and related growth rates using 30 consecutive years of April-to-June Landsat satellite image data for the central California coast around Big Sur. A trend model was fit to multi-year Landsat NDVI time series using least squares non-linear regression on time. Analysis showed that annual growth rates for coast redwood stands in the Big Sur area, the southern-most range for Sequoia sempervirens on the Pacific coast, have been depressed by periods of drought that exceeded -1.2 standard deviations of long-term annual precipitation. There was no evidence from the Landsat record that recent large wildfires have affected region-wide coast redwood stand structure or growth rates. Nonetheless, extensive wildfires of 2008 did have a marked (albeit temporary) impact on canopy density of the region’s mixed hardwood and Coulter pine forest zones, equivalent to the extreme drought effects of 1990-1991 and 2013-2014 on these higher elevation forest zones.
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