ArticleSensors (Basel, Switzerland)2020
Low-Cost Hyperspectral Imaging System: Design and Testing for Laboratory-Based Environmental Applications.
Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- Low-Cost System to Support and Expand Cyanobacterial Harmful Algal Bloom Monitoring with New-Generation Ocean Color Satellites.ACS ES&T water · 2025Article
- A technical survey on practical applications and guidelines for IoT sensors in precision agriculture and viticulture.Scientific reports · 2024Article
- Hyperspectral reflectance imaging for visualizing reducing sugar content, moisture, and hollow rate in red ginseng.Heliyon · 2024Article
- Performance Characterization of an Illumination-Based Low-Cost Multispectral Camera.Sensors (Basel, Switzerland) · 2024Article
- A Spectroscopic Reflectance-Based Low-Cost Thickness Measurement System for Thin Films: Development and Testing.Sensors (Basel, Switzerland) · 2023Article
- Compact and ultracompact spectral imagers: technology and applications in biomedical imaging.Journal of biomedical optics · 2023Review
- Plastic Classification Using Optical Parameter Features Measured with the TMF8801 Direct Time-of-Flight Depth Sensor.Sensors (Basel, Switzerland) · 2023Article
- Using an ultra-compact optical system to improve lateral flow immunoassay results quantitatively.Heliyon · 2022Article
- High-Resolution Hyperspectral Imaging Using Low-Cost Components: Application within Environmental Monitoring Scenarios.Sensors (Basel, Switzerland) · 2022Article
- Laboratory Hyperspectral Image Acquisition System Setup and Validation.Sensors (Basel, Switzerland) · 2022Article
- Assessing expected utility and profitability to support decision-making for disease control strategies in ornamental heather production.Precision agriculture · 2022Article
- Low-Cost Hyperspectral Imaging with A Smartphone.Journal of imaging · 2021Article
- A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
The recent surge in the development of low-cost, miniaturised technologies provides a significant opportunity to develop miniaturised hyperspectral imagers at a fraction of the cost of currently available commercial set-ups. This article introduces a low-cost laboratory-based hyperspectral imager developed using commercially available components. The imager is capable of quantitative and qualitative hyperspectral measurements, and it was tested in a variety of laboratory-based environmental applications where it demonstrated its ability to collect data that correlates well with existing datasets. In its current format, the imager is an accurate laboratory measurement tool, with significant potential for ongoing future developments. It represents an initial development in accessible hyperspectral technologies, providing a robust basis for future improvements.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.