Cargando…

Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer

Poison ivy (Toxicodendron radicans) is a forest understory plant that grows throughout the United States, Canada and Mexico. The plant contains urushiol oils, a mixture of pentadecylcatechols, that cause severe allergic reactions on skin including reddish inflammation, uncoloured bumps and blisterin...

Descripción completa

Detalles Bibliográficos
Autores principales: Farber, Charles, Sanchez, Lee, Kurouski, Dmitry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054379/
https://www.ncbi.nlm.nih.gov/pubmed/35518747
http://dx.doi.org/10.1039/d0ra03697h
_version_ 1784697173264302080
author Farber, Charles
Sanchez, Lee
Kurouski, Dmitry
author_facet Farber, Charles
Sanchez, Lee
Kurouski, Dmitry
author_sort Farber, Charles
collection PubMed
description Poison ivy (Toxicodendron radicans) is a forest understory plant that grows throughout the United States, Canada and Mexico. The plant contains urushiol oils, a mixture of pentadecylcatechols, that cause severe allergic reactions on skin including reddish inflammation, uncoloured bumps and blistering. Such allergic reactions develop within hours or days, which facilitates unknowing spread of the urushiol inside the house. This enables continuous contact with urushiol extending the length of time of the rash. It should be noted that apart from extensive washing with soap and cold water, there is no direct way to treat urushiol-induced allergic reactions. In these circumstances, the best practice is to avoid contact with the plant. However, differentiating poison ivy from other plants requires sophisticated botanical experience that is not possessed by a vast majority of people. To overcome this limitation, we developed a confirmatory, label-free, non-invasive and non-destructive approach for detection and identification of poison ivy. We show that using a hand-held Raman spectrometer, 100% accurate identification of this species can be performed in only one second. We also demonstrate that in combination with partial least square discriminant analysis (PLS-DA), Raman spectroscopy is capable of distinguishing poison ivy from more than fifteen different plant species, including weeds, grasses and trees. The use of a hand-held spectrometer on a motorized robotic platform or an unmanned aerial vehicle (UAV) can be used for automated surveillance of household and agricultural spaces enabling confirmatory detection and identification of this dangerous plant species.
format Online
Article
Text
id pubmed-9054379
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher The Royal Society of Chemistry
record_format MEDLINE/PubMed
spelling pubmed-90543792022-05-04 Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer Farber, Charles Sanchez, Lee Kurouski, Dmitry RSC Adv Chemistry Poison ivy (Toxicodendron radicans) is a forest understory plant that grows throughout the United States, Canada and Mexico. The plant contains urushiol oils, a mixture of pentadecylcatechols, that cause severe allergic reactions on skin including reddish inflammation, uncoloured bumps and blistering. Such allergic reactions develop within hours or days, which facilitates unknowing spread of the urushiol inside the house. This enables continuous contact with urushiol extending the length of time of the rash. It should be noted that apart from extensive washing with soap and cold water, there is no direct way to treat urushiol-induced allergic reactions. In these circumstances, the best practice is to avoid contact with the plant. However, differentiating poison ivy from other plants requires sophisticated botanical experience that is not possessed by a vast majority of people. To overcome this limitation, we developed a confirmatory, label-free, non-invasive and non-destructive approach for detection and identification of poison ivy. We show that using a hand-held Raman spectrometer, 100% accurate identification of this species can be performed in only one second. We also demonstrate that in combination with partial least square discriminant analysis (PLS-DA), Raman spectroscopy is capable of distinguishing poison ivy from more than fifteen different plant species, including weeds, grasses and trees. The use of a hand-held spectrometer on a motorized robotic platform or an unmanned aerial vehicle (UAV) can be used for automated surveillance of household and agricultural spaces enabling confirmatory detection and identification of this dangerous plant species. The Royal Society of Chemistry 2020-06-05 /pmc/articles/PMC9054379/ /pubmed/35518747 http://dx.doi.org/10.1039/d0ra03697h Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by/3.0/
spellingShingle Chemistry
Farber, Charles
Sanchez, Lee
Kurouski, Dmitry
Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title_full Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title_fullStr Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title_full_unstemmed Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title_short Confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held Raman spectrometer
title_sort confirmatory non-invasive and non-destructive identification of poison ivy using a hand-held raman spectrometer
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054379/
https://www.ncbi.nlm.nih.gov/pubmed/35518747
http://dx.doi.org/10.1039/d0ra03697h
work_keys_str_mv AT farbercharles confirmatorynoninvasiveandnondestructiveidentificationofpoisonivyusingahandheldramanspectrometer
AT sanchezlee confirmatorynoninvasiveandnondestructiveidentificationofpoisonivyusingahandheldramanspectrometer
AT kurouskidmitry confirmatorynoninvasiveandnondestructiveidentificationofpoisonivyusingahandheldramanspectrometer