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光电二极管阵列光谱仪波长校准的时间灵敏度。

Temporal sensitivity of the wavelength calibration of a photodiode array spectrometer.

机构信息

The New Zealand Institute for Plant & Food Research Limited, Private Bag 3213, Hamilton 3240, New Zealand.

出版信息

Appl Spectrosc. 2010 Dec;64(12):1325-9. doi: 10.1366/000370210793561727.

Abstract

Subtle differences in the relationship between wavelength and pixel on photodiode array spectrometers contribute to difficulties in transferring calibrations from one instrument to another and may even introduce errors on a single instrument over time. To quantify the level of drift that might be expected in photodiode instruments, we calibrated the wavelength scale of two Zeiss MMS-1 photodiode spectrometers weekly over a 12-month period. We found no evidence of drift in the wavelength calibration. The wavelength calibration was consistent within 0.03 nm over at least 150 days and better than 0.1 nm over the year. To provide context for the wavelength accuracy, we applied small perturbations to wavelength in two partial least squares (PLS) models. We found that wavelength perturbations introduced a linear increase in bias of about 7%/nm (for example, a 1-nm perturbation shifted fruit dry matter prediction from 14% to 21%) in a kiwifruit dry-matter model and about 3.6 °C/nm in an Intralipid temperature model. By including small wavelength perturbations in the training sets, we were able to reduce this error to less than 1.7%/nm and 0.2 °C/nm in the dry-matter and temperature models, respectively. These results suggest that the wavelength scale of photodiode instruments can be very stable. However, in light of the high sensitivity of the PLS models we examined, we recommend testing and, where possible, mitigating the sensitivity of PLS models to small wavelength shifts.

摘要

在光电二极管阵列光谱仪中,波长和像素之间的细微差异导致在将校准从一台仪器转移到另一台仪器时存在困难,甚至可能随着时间的推移在单台仪器上引入误差。为了量化光电二极管仪器可能出现的漂移程度,我们在 12 个月的时间内每周对两台蔡司 MMS-1 光电二极管光谱仪的波长刻度进行校准。我们没有发现波长校准存在漂移的证据。在至少 150 天内,波长校准的稳定性在 0.03nm 以内,在一年中优于 0.1nm。为了为波长精度提供背景信息,我们在两个偏最小二乘(PLS)模型中对波长进行了小的扰动。我们发现,波长扰动会导致偏倚线性增加约 7%/nm(例如,1nm 的扰动会使猕猴桃干物质预测值从 14%变为 21%),在猕猴桃干物质模型中会导致约 3.6°C/nm 的变化,在 Intralipid 温度模型中则会导致约 3.6°C/nm 的变化。通过在训练集中包含小的波长扰动,我们能够将干物质和温度模型中的误差分别降低到小于 1.7%/nm 和 0.2°C/nm。这些结果表明,光电二极管仪器的波长刻度可以非常稳定。然而,鉴于我们所研究的 PLS 模型的高灵敏度,我们建议测试并在可能的情况下减轻 PLS 模型对小波长偏移的敏感性。

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