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A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging

Hyperspectral imagers, or imaging spectrometers, are used in many remote sensing environmental studies in fields such as agriculture, forestry, geology, and hydrology. In recent years, compact hyperspectral imagers were developed using commercial-off-the-shelf components, but there are not yet any o...

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Autores principales: Mao, Yiwei, Betters, Christopher H., Garske, Samuel, Randle, Jeremy, Wong, K. C., Cairns, Iver H., Evans, Bradley J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611323/
https://www.ncbi.nlm.nih.gov/pubmed/37896715
http://dx.doi.org/10.3390/s23208622
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author Mao, Yiwei
Betters, Christopher H.
Garske, Samuel
Randle, Jeremy
Wong, K. C.
Cairns, Iver H.
Evans, Bradley J.
author_facet Mao, Yiwei
Betters, Christopher H.
Garske, Samuel
Randle, Jeremy
Wong, K. C.
Cairns, Iver H.
Evans, Bradley J.
author_sort Mao, Yiwei
collection PubMed
description Hyperspectral imagers, or imaging spectrometers, are used in many remote sensing environmental studies in fields such as agriculture, forestry, geology, and hydrology. In recent years, compact hyperspectral imagers were developed using commercial-off-the-shelf components, but there are not yet any off-the-shelf data acquisition systems on the market to deploy them. The lack of a self-contained data acquisition system with navigation sensors is a challenge that needs to be overcome to successfully deploy these sensors on remote platforms such as drones and aircraft. Our work is the first successful attempt to deploy an entirely open-source system that is able to collect hyperspectral and navigation data concurrently for direct georeferencing. In this paper, we describe a low-cost, lightweight, and deployable data acquisition device for the open-source hyperspectral imager (OpenHSI). We utilised commercial-off-the-shelf hardware and open-source software to create a compact data acquisition device that can be easily transported and deployed. The device includes a microcontroller and a custom-designed PCB board to interface with ancillary sensors and a Raspberry Pi 4B/NVIDIA Jetson. We demonstrated our data acquisition system on a Matrice M600 drone at a beach in Sydney, Australia, collecting timestamped hyperspectral, navigation, and orientation data in parallel. Using the navigation and orientation data, the hyperspectral data were georeferenced. While the entire system including the pushbroom hyperspectral imager and housing weighed 735 g, it was designed to be easy to assemble and modify. This low-cost, customisable, deployable data acquisition system provides a cost-effective solution for the remote sensing of hyperspectral data for everyone.
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spelling pubmed-106113232023-10-28 A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging Mao, Yiwei Betters, Christopher H. Garske, Samuel Randle, Jeremy Wong, K. C. Cairns, Iver H. Evans, Bradley J. Sensors (Basel) Article Hyperspectral imagers, or imaging spectrometers, are used in many remote sensing environmental studies in fields such as agriculture, forestry, geology, and hydrology. In recent years, compact hyperspectral imagers were developed using commercial-off-the-shelf components, but there are not yet any off-the-shelf data acquisition systems on the market to deploy them. The lack of a self-contained data acquisition system with navigation sensors is a challenge that needs to be overcome to successfully deploy these sensors on remote platforms such as drones and aircraft. Our work is the first successful attempt to deploy an entirely open-source system that is able to collect hyperspectral and navigation data concurrently for direct georeferencing. In this paper, we describe a low-cost, lightweight, and deployable data acquisition device for the open-source hyperspectral imager (OpenHSI). We utilised commercial-off-the-shelf hardware and open-source software to create a compact data acquisition device that can be easily transported and deployed. The device includes a microcontroller and a custom-designed PCB board to interface with ancillary sensors and a Raspberry Pi 4B/NVIDIA Jetson. We demonstrated our data acquisition system on a Matrice M600 drone at a beach in Sydney, Australia, collecting timestamped hyperspectral, navigation, and orientation data in parallel. Using the navigation and orientation data, the hyperspectral data were georeferenced. While the entire system including the pushbroom hyperspectral imager and housing weighed 735 g, it was designed to be easy to assemble and modify. This low-cost, customisable, deployable data acquisition system provides a cost-effective solution for the remote sensing of hyperspectral data for everyone. MDPI 2023-10-21 /pmc/articles/PMC10611323/ /pubmed/37896715 http://dx.doi.org/10.3390/s23208622 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mao, Yiwei
Betters, Christopher H.
Garske, Samuel
Randle, Jeremy
Wong, K. C.
Cairns, Iver H.
Evans, Bradley J.
A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title_full A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title_fullStr A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title_full_unstemmed A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title_short A Customisable Data Acquisition System for Open-Source Hyperspectral Imaging
title_sort customisable data acquisition system for open-source hyperspectral imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611323/
https://www.ncbi.nlm.nih.gov/pubmed/37896715
http://dx.doi.org/10.3390/s23208622
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