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A new low-cost portable multispectral optical device for precise plant status assessment

机译:一种新的低成本便携式多光谱光学装置,用于精确植物状态评估

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摘要

Plant stress monitoring is of crucial importance to understand the plant response to environmental conditions, and has been widely applied in various fields including biology, agronomy, botany, and horticulture. A number of methods and instruments for plant stress monitoring have been proposed, most of which show significant disadvantages such as high cost, poor accuracy or complex operation that limit the use of such devices. In this paper, we propose a low cost, portable active multispectral optical device for precise plant stress detection and field mapping named Plant-O-Meter. The device has an integrated multispectral source that comprises light sources of the four most indicative wavelengths (850, 630, 535 and 465 nm), and enables simultaneous illumination of the whole plant. Sequential illumination and detection provide rapid reflectance measurements, which are wirelessly transmitted to android operated devices for processing and data storing. The device was tested in laboratory conditions comparing the Plant-O-Meter measurements with the image results from a SPECIM hyperspectral camera and a GreenSeeker handheld device and under field conditions with the GreenSeeker. The comparison revealed comparable performance, showing strong correlation with both the hyperspectral (R-2 = 0.997) and the GreenSeeker handheld (R-2 = 0.954 from the laboratory measurements and R-2 = 0.886 from the field experiments), indicating that the device exhibits strong potential for accurate plant stress measurements. Moreover, owing to the very simple operating principle, the device represents a compact, cost-effective, and easy-to-operate solution.
机译:植物压力监测对于了解对环境条件的植物反应至关重要,并且已广泛应用于各种领域,包括生物学,农学,植物学和园艺。已经提出了许多用于植物应力监测的方法和仪器,其中大多数是显而易见的缺点,例如高成本,准确性差或复杂操作,限制了这种装置的使用。在本文中,我们提出了一种低成本,便携式主动多光谱光学装置,用于精确植物应力检测和田间映射,名为Plant-O-Meter。该设备具有集成的多光谱源,其包括四个最具指示波长(850,630,535和465nm)的光源,并且能够同时照明整个植物。顺序照明和检测提供了快速的反射率测量,其无线地传输到Android操作设备以进行处理和数据存储。在实验室条件下测试该装置比较植物-OM仪表测量与Specim Spectranspectral相机和绿冬eker手持设备的图像结果以及与Greenseeker的现场条件。比较揭示了可比性的性能,表现出与高光谱(R-2 = 0.997)和GreenSeeker手持式(R-2 = 0.954的强烈相关性(R-2 = 0.954,从实验室测量和R-2 = 0.886),表明该装置表现出精确植物压力测量的强大潜力。此外,由于操作原理非常简单,该装置代表紧凑,经济高效且易于操作的解决方案。

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