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Measuring Leaf Water Content with Dual-Wavelength Intensity Data from Terrestrial Laser Scanners

机译:利用陆地激光扫描仪的双波长强度数据测量叶片含水量

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摘要

Decreased leaf moisture content, typically measured as equivalent water thickness (EWT), is an early signal of tree stress caused by drought, disease, or pest insects. We investigated the use of two terrestrial laser scanners (TLSs) employing different wavelengths for improving the understanding how EWT can be retrieved in a laboratory setting. Two wavelengths were examined for normalizing the effects of varying leaf structure and geometry on the measured intensity. The relationship between laser intensity features, using red (690 nm) and shortwave infrared (1550 nm) wavelengths, and the EWT of individual leaves or groups of needles were determined with and without intensity corrections. To account for wrinkles and curvatures of the leaves and needles, a model describing the relationship between incidence angle and backscattered intensity was applied. Additionally, a reflectance model describing both diffuse and specular reflectance was employed to remove the fraction of specular reflectance from backscattered intensity. A strong correlation (R-2 = 0.93, RMSE = 0.004 g/cm(2)) was found between a normalized ratio of the two wavelengths and the measured EWT of samples. The applied intensity correction methods did not significantly improve the results of the study. The backscattered intensity responded to changes in EWT but more investigations are needed to test the suitability of TLSs to retrieve EWT in a forest environment.
机译:叶片含水量的减少(通常以当量水厚(EWT)衡量)是干旱,疾病或害虫引起的树木压力的早期信号。我们调查了两个采用不同波长的地面激光扫描仪(TLS)的使用,以增进对如何在实验室环境中检索EWT的理解。检查了两个波长以标准化变化的叶片结构和几何形状对测得强度的影响。在使用和不使用强度校正的情况下,确定了使用红色(690 nm)和短波红外(1550 nm)波长的激光强度特征之间的关系以及单个叶子或针组的EWT。为了说明叶和针的皱纹和曲率,使用了描述入射角和反向散射强度之间关系的模型。另外,使用描述漫反射和镜面反射率的反射率模型从后向散射强度中除去镜面反射率的分数。在两个波长的归一化比率与样品的测得的EWT之间发现了很强的相关性(R-2 = 0.93,RMSE = 0.004 g / cm(2))。所应用的强度校正方法并未显着改善研究结果。背向散射强度对EWT的变化做出了响应,但是还需要进行更多研究以测试TLS在森林环境中检索EWT的适用性。

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