Novel Spectral Imaging Instrumentation for Environmental Sensing in Extreme Environments.

Lead Research Organisation: University of Sheffield
Department Name: Electronic and Electrical Engineering

Abstract

This project aims to develop novel optoelectronic instrumentation, with a focus on hyperspectral imaging, to enable data collection in extreme environmental settings, such as those found at glaciers and volcanoes. In recent years there has been a significant uptake of field deployable hyperspectral imaging within a number of environmental monitoring fields, however, there still remains a considerable lack of low-cost field deployable technologies across more extreme environmental settings. Existing hyperspectral cameras available today can cost anywhere between £30,000 and £150,000, which severely limits their user base. This lack of affordable instrumentation presents a significant problem for the continued advancement of environmental monitoring, leading to a lack of data to inform our understanding of underlying processes in these more extreme environmental settings. However, the recent increase in the availability of low-cost consumer market technologies provides an exciting opportunity to revolutionise data acquisition methods in these fields. This research, therefore, aims to provide a significant improvement to current sensing technologies in these environments by introducing accessible low-cost, miniaturised alternatives to the currently existing monitoring methods. This will be accomplished with the completion of the following objectives;
Development and construction of a low-cost miniaturised hyperspectral imager from commercially available components that is capable of laboratory-based sensing applications. This will involve the development of novel software for imager operation, data analysis, and user input, as well as the appropriate selection of suitable commercial hardware components.
Building on this, the hyperspectral imager design will be ruggedized and adapted to allow for field-based deployment, with a particular focus on its successful adaptation to more extreme environments to improve the accessibility of hyperspectral sensing techniques in these domains. To implement this, further software developments will be required to allow it to function as a stand-alone device, and physical alterations to the device housing, e.g. Weather-proofing, will be required to make the set-up suitable for prolonged exposed deployments.
This ruggedized device will be deployed to a variety of extreme environment settings, such as southern Italy, and Iceland, for volcanic and glaciological settings respectively, allowing for the capture of valuable datasets, for example resolving key absorption features relevant to the interaction of radiation with snow/ice surfaces (mineral dust, black carbon etc.), which are highly relevant to melt and radiative transfer dynamics. The acquisition of these datasets provides an opportunity to demonstrate the abilities of these low-cost set-ups whilst also acquiring datasets that will yield novel process understanding in these environments.
Investigate the potential for further miniaturisation and drone deployment with the inclusion of smartphone technologies. The processing power afforded by state-of-the-art smartphone technologies could provide further novel improvements to low-cost, miniaturised data acquisition and would, therefore, be of substantial benefit to a wide range of monitoring applications. This project aims to look into the potential for integration of these components within low-cost hyperspectral imaging set-ups.
These low-cost hyperspectral imagers have considerable applicability to a variety of measurement applications, including extreme environment monitoring, point-of-care applications, and food quality inspection, therefore, there is considerable potential for future commercialisation. Furthermore, given the significant cost reductions associated with these technologies, these outputs are anticipated to be of significant impact in applied physics and/or metrology fields.

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509735/1 01/10/2016 30/09/2021
2117397 Studentship EP/N509735/1 01/10/2018 31/03/2022 Mary Stuart
EP/R513313/1 01/10/2018 30/09/2023
2117397 Studentship EP/R513313/1 01/10/2018 31/03/2022 Mary Stuart
 
Description This work has resulted in the development of three novel low-cost hyperspectral imaging instruments that have proven efficacy in a variety of environmental monitoring applications. The instruments have been tested in a broad range of laboratory and field-based applications, providing datasets that compare favourably with existing instruments despite in some cases being over an order of magnitude cheaper. Each instrument is designed to fit a different style of monitoring application, enabling the collection of accurate hyperspectral datasets across a broad range of environmental settings, which in turn helps to remove existing barriers to data collection across more challenging environmental settings. In particular, the development of a fully portable, low-cost smartphone-based hyperspectral imaging instrument has demonstrated a means of substantially improving data collection in more difficult to access monitoring locations. The success of these instruments highlights the significant potential available in low-cost instrument design, providing a key step towards the continued democratisation of hyperspectral imaging measurement modalities. Furthermore, the application of these new instruments demonstrated within this work highlights the considerable potential for the development of new knowledge and improved understanding through their continued application to key environmental monitoring studies.
Exploitation Route The instruments developed as a result of this work have highlighted the significant potential available in the development of low-cost hyperspectral imaging instruments. There is, therefore, considerable opportunities to continue this research. Researchers can use the technologies developed here as a foundation for further innovation and development of low-cost hyperspectral imaging technologies. Additionally, the developed instrumentation can also be utilised further through their continued application to the measurement and monitoring of a wide range of challenging environmental settings with further potential for application within industrial process monitoring.
Sectors Electronics,Environment

 
Description "STEM for Girls" School Outreach Event 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact ca. 500 female pupils from local schools attended the open day event to learn about the opportunities available within STEM subjects. Pupils were invited to take part in interactive experiments, demonstrations and workshops across a range of stalls. I introduced pupils to hyperspectral imaging and the potential available in low-cost instrument design and application including a demonstration of the smartphone-based hyperspectral imaging instrument. Pupils were given the opportunity to interact with the instrument, learning about diffraction and the electromagnetic spectrum. This sparked questions and discussion, with pupils showing interest in the subject area leading to enquiries about undergraduate courses in electronic and electrical engineering at the university.
Year(s) Of Engagement Activity 2022
 
Description Paper Publicity/Student Profile Piece 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Having published my paper "Low-Cost Hyperspectral Imaging with a Smartphone", I worked with the departmental marketing and communications officer to create a short opinion piece to further publicise this research. This piece was published on the University website and on departmental social media channels. The research has since gained significant interest from potential external collaborators who wish to utilise the developed techniques.
Year(s) Of Engagement Activity 2021
URL https://www.sheffield.ac.uk/eee/news/eee-research-shows-how-smartphone-can-reduce-cost-hyperspectral...
 
Description University Research Video 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Undergraduate students
Results and Impact I presented a short (ca. 6 minute) video showcasing my research, allowing me to demonstrate my research to a wider audience. This video is now utilised by the department for university open days and prospective postgraduate students. The video has also led to wider collaborations within the department, enabling me to apply my research in a broader range of application areas.
Year(s) Of Engagement Activity 2021
URL https://vimeo.com/648785355