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Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands

Forests are increasingly exposed to natural disturbances, including drought, wildfires, pest outbreaks, and windthrow events. Due to prolonged droughts in the last years in Europe, European forest stands significantly lost vitality, and their health condition deteriorated, leading to high mortality...

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Autores principales: Hüttnerová, Tereza, Paczkowski, Sebastian, Neubert, Tarek, Jirošová, Anna, Surový, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965568/
https://www.ncbi.nlm.nih.gov/pubmed/36850598
http://dx.doi.org/10.3390/s23042001
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author Hüttnerová, Tereza
Paczkowski, Sebastian
Neubert, Tarek
Jirošová, Anna
Surový, Peter
author_facet Hüttnerová, Tereza
Paczkowski, Sebastian
Neubert, Tarek
Jirošová, Anna
Surový, Peter
author_sort Hüttnerová, Tereza
collection PubMed
description Forests are increasingly exposed to natural disturbances, including drought, wildfires, pest outbreaks, and windthrow events. Due to prolonged droughts in the last years in Europe, European forest stands significantly lost vitality, and their health condition deteriorated, leading to high mortality rates, especially, but not limited to, Norway spruce. This phenomenon is growing, and new regions are being affected; thus, it is necessary to identify stress in the early stages when actions can be taken to protect the forest and living trees. Current detection methods are based on field walks by forest workers or deploying remote sensing methods for coverage of the larger territory. These methods are based on changes in spectral reflectance that can detect attacks only at an advanced stage after the significant changes in the canopy. An innovative approach appears to be a method based on odor mapping, specifically detecting chemical substances which are present in the forest stands and indicate triggering of constitutive defense of stressed trees. The bark beetle attacking a tree, for example, produces a several times higher amount of defense-related volatile organic compounds. At the same time, the bark beetle has an aggregation pheromone to attract conspecifics to overcome the tree defense by mass attack. These substances can be detected using conventional chemical methods (solid-phase microextraction fibers and cartridges), and it is proven that they are detectable by dogs. The disadvantage of classic chemical analysis methods is the long sampling time in the forest, and at the same time, the results must be analyzed in the laboratory using a gas chromatograph. A potential alternative novel device appears to be an electronic nose, which is designed to detect chemical substances online (for example, dangerous gas leaks or measure concentrations above landfills, volcanic activity, etc.). We tested the possibility of early-stage stress detection in the forest stands using an electronic nose Sniffer4D and compared the individual sensors in it for detecting the presence of attacked and dead trees. Our results indicate the promising applicability of the electronic nose for stress mapping in the forest ecosystem, and more data collection could prove this approach.
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spelling pubmed-99655682023-02-26 Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands Hüttnerová, Tereza Paczkowski, Sebastian Neubert, Tarek Jirošová, Anna Surový, Peter Sensors (Basel) Brief Report Forests are increasingly exposed to natural disturbances, including drought, wildfires, pest outbreaks, and windthrow events. Due to prolonged droughts in the last years in Europe, European forest stands significantly lost vitality, and their health condition deteriorated, leading to high mortality rates, especially, but not limited to, Norway spruce. This phenomenon is growing, and new regions are being affected; thus, it is necessary to identify stress in the early stages when actions can be taken to protect the forest and living trees. Current detection methods are based on field walks by forest workers or deploying remote sensing methods for coverage of the larger territory. These methods are based on changes in spectral reflectance that can detect attacks only at an advanced stage after the significant changes in the canopy. An innovative approach appears to be a method based on odor mapping, specifically detecting chemical substances which are present in the forest stands and indicate triggering of constitutive defense of stressed trees. The bark beetle attacking a tree, for example, produces a several times higher amount of defense-related volatile organic compounds. At the same time, the bark beetle has an aggregation pheromone to attract conspecifics to overcome the tree defense by mass attack. These substances can be detected using conventional chemical methods (solid-phase microextraction fibers and cartridges), and it is proven that they are detectable by dogs. The disadvantage of classic chemical analysis methods is the long sampling time in the forest, and at the same time, the results must be analyzed in the laboratory using a gas chromatograph. A potential alternative novel device appears to be an electronic nose, which is designed to detect chemical substances online (for example, dangerous gas leaks or measure concentrations above landfills, volcanic activity, etc.). We tested the possibility of early-stage stress detection in the forest stands using an electronic nose Sniffer4D and compared the individual sensors in it for detecting the presence of attacked and dead trees. Our results indicate the promising applicability of the electronic nose for stress mapping in the forest ecosystem, and more data collection could prove this approach. MDPI 2023-02-10 /pmc/articles/PMC9965568/ /pubmed/36850598 http://dx.doi.org/10.3390/s23042001 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 Brief Report
Hüttnerová, Tereza
Paczkowski, Sebastian
Neubert, Tarek
Jirošová, Anna
Surový, Peter
Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title_full Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title_fullStr Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title_full_unstemmed Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title_short Comparison of Individual Sensors in the Electronic Nose for Stress Detection in Forest Stands
title_sort comparison of individual sensors in the electronic nose for stress detection in forest stands
topic Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965568/
https://www.ncbi.nlm.nih.gov/pubmed/36850598
http://dx.doi.org/10.3390/s23042001
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