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Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants

MAIN CONCLUSION: The VNIR reflectance spectra of nickel hyperaccumulator plant leaves have spectral variations due to high nickel concentrations and this property could potentially be used for discovery of these plants.  ABSTRACT: Hyperaccumulator plants accumulate high concentrations of certain met...

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Autores principales: Purwadi, Imam, Erskine, Peter D., van der Ent, Antony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329965/
https://www.ncbi.nlm.nih.gov/pubmed/37422848
http://dx.doi.org/10.1007/s00425-023-04167-3
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author Purwadi, Imam
Erskine, Peter D.
van der Ent, Antony
author_facet Purwadi, Imam
Erskine, Peter D.
van der Ent, Antony
author_sort Purwadi, Imam
collection PubMed
description MAIN CONCLUSION: The VNIR reflectance spectra of nickel hyperaccumulator plant leaves have spectral variations due to high nickel concentrations and this property could potentially be used for discovery of these plants.  ABSTRACT: Hyperaccumulator plants accumulate high concentrations of certain metals, including manganese, cobalt, or nickel. Of these metals, the divalent ions of nickel have three absorption bands in the visible to near-infrared region which may cause variations in the spectral reflectance of nickel hyperaccumulator plant leaves, but this has not been investigated previously. In this shortproof-of-concept study, the spectral reflectance of eight different nickel hyperaccumulator plant species leaves were subjected to visible and near-infrared and shortwave infrared (VNIR-SWIR) reflectance spectrum measurements in dehydrated state, and for one species, it was also assessed in hydrated state. Nickel concentrations in the plant leaves were determined with other methods and then correlated to the spectral reflectance data. Spectral variations centred at 1000 ± 150 nm were observed and had R-values varying from 0.46 to 0.96 with nickel concentrations. The extremely high nickel concentrations in nickel hyperaccumulator leaves reshape their spectral reflectance features, and the electronic transition of nickel-ions directly contributes to absorption at ~ 1000 nm. Given that spectral variations are correlated with nickel concentrations it make VNIR-SWIR reflectance spectrometry a potential promising technique for discovery of hyperaccumulator plants, not only in the laboratory or herbarium, but also in the field using drone-based platforms. This is a preliminary study which we hope will instigate further detailed research on this topic to validate the findings and to explore possible applications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00425-023-04167-3.
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spelling pubmed-103299652023-07-11 Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants Purwadi, Imam Erskine, Peter D. van der Ent, Antony Planta Original Article MAIN CONCLUSION: The VNIR reflectance spectra of nickel hyperaccumulator plant leaves have spectral variations due to high nickel concentrations and this property could potentially be used for discovery of these plants.  ABSTRACT: Hyperaccumulator plants accumulate high concentrations of certain metals, including manganese, cobalt, or nickel. Of these metals, the divalent ions of nickel have three absorption bands in the visible to near-infrared region which may cause variations in the spectral reflectance of nickel hyperaccumulator plant leaves, but this has not been investigated previously. In this shortproof-of-concept study, the spectral reflectance of eight different nickel hyperaccumulator plant species leaves were subjected to visible and near-infrared and shortwave infrared (VNIR-SWIR) reflectance spectrum measurements in dehydrated state, and for one species, it was also assessed in hydrated state. Nickel concentrations in the plant leaves were determined with other methods and then correlated to the spectral reflectance data. Spectral variations centred at 1000 ± 150 nm were observed and had R-values varying from 0.46 to 0.96 with nickel concentrations. The extremely high nickel concentrations in nickel hyperaccumulator leaves reshape their spectral reflectance features, and the electronic transition of nickel-ions directly contributes to absorption at ~ 1000 nm. Given that spectral variations are correlated with nickel concentrations it make VNIR-SWIR reflectance spectrometry a potential promising technique for discovery of hyperaccumulator plants, not only in the laboratory or herbarium, but also in the field using drone-based platforms. This is a preliminary study which we hope will instigate further detailed research on this topic to validate the findings and to explore possible applications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00425-023-04167-3. Springer Berlin Heidelberg 2023-07-09 2023 /pmc/articles/PMC10329965/ /pubmed/37422848 http://dx.doi.org/10.1007/s00425-023-04167-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Purwadi, Imam
Erskine, Peter D.
van der Ent, Antony
Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title_full Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title_fullStr Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title_full_unstemmed Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title_short Reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
title_sort reflectance spectroscopy as a promising tool for ‘sensing’ metals in hyperaccumulator plants
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329965/
https://www.ncbi.nlm.nih.gov/pubmed/37422848
http://dx.doi.org/10.1007/s00425-023-04167-3
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