基于高光谱和时间遥感数据的沼泽枯梢树在植物和冠层水平上的光谱响应特征

E. Ramsey, A. Rangoonwala
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引用次数: 1

摘要

我们描述了新开发的遥感工具,以绘制路易斯安那州沿海沼泽枯梢草的局部发生和区域分布。作为我们研究和开发的最终目标,我们确定了伴随枯死开始的光谱特征,并且可以直接与卫星测量的光信号联系起来。为了完成我们的研究目标,我们进行了两个相互关联的目标。首先,我们确定了受影响植物的高光谱光谱中的光谱特征,这些光谱特征可能与光谱返回相关联。这是通过测量受影响和未受影响的沼泽植物叶片光学特性的差异来完成的,这样测量的差异可以与枯死的发生和发展联系起来。光谱分析仅限于与植物生物物理环境变化引起的叶片成分和结构变化相关的历史波长(反射率数据波段)。其次,我们确定了冠层反射率(卫星探测到的冠层信号)的变化与枯死的发生和发展有关。第三,我们将在枯死之前、期间和最后阶段收集的一套六幅Landsat专题地图转换为枯死发生的地图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing the marsh dieback spectral response at the plant and canopy level with hyperspectral and temporal remote sensing data
We describe newly developed remote sensing tools to map the localized occurrences and regional distribution of the marsh dieback in coastal Louisiana. As a final goal of our research and development, we identified what spectral features accompanied the onset of dieback and could be directly linked to the optical signal measured at the satellite. In order to accomplish our research goal, we carried out two interlinked objectives. First, we determined the spectral features within the hyperspectral spectra of the impacted plant that could be linked to the spectral return. This was accomplished by measuring the differences in leaf optical properties of impacted and non impacted marsh plants in such a way that the measured differences could be linked to the dieback onset and progression. The spectral analyses were constrained to selected wavelengths (bands of reflectance data) historically associated with changes in leaf composition and structure caused by changes in the plant biophysical environment. Second, we determined what changes in the canopy reflectance (canopy signal sensed at the satellite) could be linked to dieback onset and progression. Third, we transformed a suite of six Landsat Thematic Mapper images collected before, during, and in the final stages of dieback to maps of dieback occurrences.
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