Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond

Detalhes bibliográficos
Autor(a) principal: Guerra, Rui
Data de Publicação: 2023
Outros Autores: Pires, Rosa, Brazio, António, Cavaco, Ana Margarida, Schütz, Gabriela, Coelho, Ana Cristina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.1/19966
Resumo: The cork oak tree (<i>Quercus suber</i> L.) symbolizes <i>the Montado</i> landscape in Portugal and is a central element in the country’s social and economic history. In recent decades, the loss of thousands of cork oaks has been reported, revealing the ongoing decline of these agroforestry ecosystems. This emblematic tree of the Mediterranean Basin is host to the soil-born root pathogen <i>Phytophthora cinnamomi</i>, an active cork oak decline driver. In this framework, the early diagnosis of trees infected by the oomycete by non-invasive methods should contribute to the sustainable management of cork oak ecosystems, which motivated this work. Gas exchange and visible/near-infrared (400–1100 nm) reflectance spectroscopy measurements were conducted on leaves of both control and <i>P. cinnamomi</i> inoculated plants. These measurements were taken at 63, 78, 91, 126, and 248 days after inoculation. Additionally, at the end of the experiment, biochemical assays of pigments, sugars, and starch were performed. The spectroscopic measurements proved effective in distinguishing between control and inoculated plants, while the standard gas exchange and biochemistry data did not exhibit clear differences between the groups. The spectral data were examined both daily and globally, utilizing the PARAFAC method applied to a three-way array of samples × wavelengths × days. The separation of the two plant groups was attributed to variations in water content (4<i>v</i> (<i>O</i>−<i>H</i>)); shifts in the spectra red edge; and structural modifications in the epidermal layer and leaves’ mesophyll. These spectral signatures can assist in the field identification of cork oaks that are interacting with <i>P. cinnamomi</i>.
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spelling Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyondCork oak declineQuercus suber-Phytophthora cinnamomi interactionReflectance spectraDisease spectral monitoringThe cork oak tree (<i>Quercus suber</i> L.) symbolizes <i>the Montado</i> landscape in Portugal and is a central element in the country’s social and economic history. In recent decades, the loss of thousands of cork oaks has been reported, revealing the ongoing decline of these agroforestry ecosystems. This emblematic tree of the Mediterranean Basin is host to the soil-born root pathogen <i>Phytophthora cinnamomi</i>, an active cork oak decline driver. In this framework, the early diagnosis of trees infected by the oomycete by non-invasive methods should contribute to the sustainable management of cork oak ecosystems, which motivated this work. Gas exchange and visible/near-infrared (400–1100 nm) reflectance spectroscopy measurements were conducted on leaves of both control and <i>P. cinnamomi</i> inoculated plants. These measurements were taken at 63, 78, 91, 126, and 248 days after inoculation. Additionally, at the end of the experiment, biochemical assays of pigments, sugars, and starch were performed. The spectroscopic measurements proved effective in distinguishing between control and inoculated plants, while the standard gas exchange and biochemistry data did not exhibit clear differences between the groups. The spectral data were examined both daily and globally, utilizing the PARAFAC method applied to a three-way array of samples × wavelengths × days. The separation of the two plant groups was attributed to variations in water content (4<i>v</i> (<i>O</i>−<i>H</i>)); shifts in the spectra red edge; and structural modifications in the epidermal layer and leaves’ mesophyll. These spectral signatures can assist in the field identification of cork oaks that are interacting with <i>P. cinnamomi</i>.MDPISapientiaGuerra, RuiPires, RosaBrazio, AntónioCavaco, Ana MargaridaSchütz, GabrielaCoelho, Ana Cristina2023-09-12T13:32:37Z2023-08-172023-08-25T12:38:40Z2023-08-17T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/19966engForests 14 (8): 1663 (2023)1999-490710.3390/f14081663info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-09-20T02:00:31Zoai:sapientia.ualg.pt:10400.1/19966Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:29:05.961250Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
title Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
spellingShingle Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
Guerra, Rui
Cork oak decline
Quercus suber-Phytophthora cinnamomi interaction
Reflectance spectra
Disease spectral monitoring
title_short Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
title_full Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
title_fullStr Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
title_full_unstemmed Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
title_sort Spectral analysis, biocompounds, and physiological assessment of Cork Oak leaves: unveiling the interaction with Phytophthora cinnamomi and beyond
author Guerra, Rui
author_facet Guerra, Rui
Pires, Rosa
Brazio, António
Cavaco, Ana Margarida
Schütz, Gabriela
Coelho, Ana Cristina
author_role author
author2 Pires, Rosa
Brazio, António
Cavaco, Ana Margarida
Schütz, Gabriela
Coelho, Ana Cristina
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Sapientia
dc.contributor.author.fl_str_mv Guerra, Rui
Pires, Rosa
Brazio, António
Cavaco, Ana Margarida
Schütz, Gabriela
Coelho, Ana Cristina
dc.subject.por.fl_str_mv Cork oak decline
Quercus suber-Phytophthora cinnamomi interaction
Reflectance spectra
Disease spectral monitoring
topic Cork oak decline
Quercus suber-Phytophthora cinnamomi interaction
Reflectance spectra
Disease spectral monitoring
description The cork oak tree (<i>Quercus suber</i> L.) symbolizes <i>the Montado</i> landscape in Portugal and is a central element in the country’s social and economic history. In recent decades, the loss of thousands of cork oaks has been reported, revealing the ongoing decline of these agroforestry ecosystems. This emblematic tree of the Mediterranean Basin is host to the soil-born root pathogen <i>Phytophthora cinnamomi</i>, an active cork oak decline driver. In this framework, the early diagnosis of trees infected by the oomycete by non-invasive methods should contribute to the sustainable management of cork oak ecosystems, which motivated this work. Gas exchange and visible/near-infrared (400–1100 nm) reflectance spectroscopy measurements were conducted on leaves of both control and <i>P. cinnamomi</i> inoculated plants. These measurements were taken at 63, 78, 91, 126, and 248 days after inoculation. Additionally, at the end of the experiment, biochemical assays of pigments, sugars, and starch were performed. The spectroscopic measurements proved effective in distinguishing between control and inoculated plants, while the standard gas exchange and biochemistry data did not exhibit clear differences between the groups. The spectral data were examined both daily and globally, utilizing the PARAFAC method applied to a three-way array of samples × wavelengths × days. The separation of the two plant groups was attributed to variations in water content (4<i>v</i> (<i>O</i>−<i>H</i>)); shifts in the spectra red edge; and structural modifications in the epidermal layer and leaves’ mesophyll. These spectral signatures can assist in the field identification of cork oaks that are interacting with <i>P. cinnamomi</i>.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-12T13:32:37Z
2023-08-17
2023-08-25T12:38:40Z
2023-08-17T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/19966
url http://hdl.handle.net/10400.1/19966
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv Forests 14 (8): 1663 (2023)
1999-4907
10.3390/f14081663
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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