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Optimization of a hyperspectral imaging system for rapid detection of microplastics down to 100 µm

机译:优化高光谱成像系统用于快速检测微薄至100μm

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摘要

Plastic pollution has become one of the most emergent issues threating aquatic and terrestrial ecosystems. However, it is still challenging to rapidly detect small microplastics. Here, we present a method to rapidly detect microplastics using hyperspectral imaging in which we optimized a commercially available hyperspectral imaging system (Pika NIR-640, Resonon Inc., USA). The optimizations included: (1) changing the four-lamp assembly to a symmetrical set of converged-light near-infrared lamps that are placed sideways instead of above the sample stage; (2) adopting a macro-photography technique by applying an extension tube between the camera and the lens, and moving the lens of the hyperspectral camera to the imaging target (working distance of ~3 cm); (3) adjusting the exposure and aspect ratio by tuning the frame rate and scan speed of the imaging system. After optimization, the detection resolution of each pixel improved from 250 µm to 14.8 µm. With the optimized system, microplastics down to 100 µm in size were rapidly detected. This result is promising for the application of our new method in the accelerated detection of microplastics and will contribute to a better understanding of the microplastic pollution situation.
机译:塑料污染已成为威胁水生和陆地生态系统的最突出的问题之一。然而,快速检测到小微薄塑料仍然挑战。这里,我们介绍一种使用高光谱成像快速检测微塑料的方法,其中我们优化了商业上可获得的高光谱成像系统(Pika Nir-640,Resonon Inc.,USA)。附带优化包括:(1)将四灯组件更换为对称集聚近红外灯,侧面放置而不是样品级上方; (2)采用宏观摄影技术通过在相机和镜头之间施加延长管,并将高光谱相机的镜头移动到成像目标(工作距离为约3厘米); (3)通过调整成像系统的帧速率和扫描速度来调节曝光和宽高比。优化后,每个像素的检测分辨率从250μm提高到14.8μm。利用优化的系统,迅速检测到尺寸下至100μm的微薄。这一结果很有希望在加速检测微薄的检测中,有助于更好地了解微塑性污染情况。

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