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Leaf handling methodology and species classification of tropical tree leaf spectral reflectance.

机译:热带树木叶片光谱反射率的叶片处理方法和种类分类。

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After leaves are clipped their reflectance properties change over time at variable rates depending upon species and wavelength. This study indicates that Visible reflectance from leaves does not respond until wilting is observed and that NIR and SWIR reflectance respond immediately. Wrapping leaves in moist paper towel and placing them within plastic bags maintained leaf reflectance longer (greater than 7 days) than equivalent leaves without treatment. Strong relationships between leaf water content and spectral shape were defined via theta ("angle difference") and the ratio 1187/1096 nm.; Leaf reflectance of twenty tropical tree species can be classified accurately (79% to 97%) using linear discriminant analysis. The species studied were classified best using bands or indices correlated with leaf water content, followed by pigmentation properties. While wavelengths between 350 to 2500 nm were important for overall classification accuracy, certain species were classified accurately using only one range (VIS or SWIR) of wavelengths.
机译:修剪叶片后,其反射特性会随时间变化,其变化速率取决于物种和波长。这项研究表明,直到观察到萎,叶子的可见反射率才响应,而NIR和SWIR反射率会立即响应。用湿纸巾包裹叶子并将其放在塑料袋中,与未处理的同等叶子相比,叶子的反射率更长(大于7天)。叶水含量与光谱形状之间的强关系通过θ(“角度差”)和比率1187/1096 nm定义。使用线性判别分析,可以准确地分类20种热带树种的叶片反射率(79%至97%)。使用与叶片含水量相关的条带或指数对所研究的物种进行最佳分类,其次是色素沉着特性。虽然350到2500 nm之间的波长对于总体分类精度很重要,但是某些种类仅使用一个波长范围(VIS或SWIR)进行了精确分类。

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