Influence of relative water content variation on the spectral behavior of Eucalyptus spp.

Detalhes bibliográficos
Autor(a) principal: Strabeli, Taila Fernanda
Data de Publicação: 2020
Outros Autores: Fiorio, Peterson Ricardo, Alvares, Clayton Alcarde [UNESP], Nakai, Érica Silva
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.18671/SCIFOR.V48N128.25
http://hdl.handle.net/11449/205936
Resumo: Water availability is fundamental for the development of the plant and its scarcity limits forest growth, triggering specific responses in each species of Eucalyptus spp. In this study the influence of the relative water content (CRA) through dehydration on the spectral behavior, was measured on leaves of 11 genotypes of Eucalyptus spp. Sampled leaves were dried progressively and, after weighing, a hyperspectral reading was made. Water has a higher reflectance in the medium infrared (1300 nm at 2500 nm). The greatest variation occurred between the wavelengths of 1300 nm - 2500 nm. The regions near 1400 nm and 1900 nm showed greater sensitivity to water content variation. A classification of the leaves’ spectral data with major and minor CRA was done with Principal Components Analysis (PCA). After this analysis, the wavelengths 1450 nm, 1887 nm and 2101 nm were the most efficient in classifying the progress level of dehydration, which was confirmed by the Tukey test. Therefore, the CRA variation was inversely related to the spectral response of Eucalyptus spp., mostly in the medium infrared region. Thus, the smaller the amount of water in leaf, the higher the reflectance factor. Among the different genotypes studied E. benthamii resulted in a lower reflectance factor in the near and medium infrared.
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spelling Influence of relative water content variation on the spectral behavior of Eucalyptus spp.Conteúdo relativo de água afeta o comportamento espectral de folhas de Eucalyptus spp.HyperspectralPrincipal components analysisReflectance differenceSensibility to water contentWater availability is fundamental for the development of the plant and its scarcity limits forest growth, triggering specific responses in each species of Eucalyptus spp. In this study the influence of the relative water content (CRA) through dehydration on the spectral behavior, was measured on leaves of 11 genotypes of Eucalyptus spp. Sampled leaves were dried progressively and, after weighing, a hyperspectral reading was made. Water has a higher reflectance in the medium infrared (1300 nm at 2500 nm). The greatest variation occurred between the wavelengths of 1300 nm - 2500 nm. The regions near 1400 nm and 1900 nm showed greater sensitivity to water content variation. A classification of the leaves’ spectral data with major and minor CRA was done with Principal Components Analysis (PCA). After this analysis, the wavelengths 1450 nm, 1887 nm and 2101 nm were the most efficient in classifying the progress level of dehydration, which was confirmed by the Tukey test. Therefore, the CRA variation was inversely related to the spectral response of Eucalyptus spp., mostly in the medium infrared region. Thus, the smaller the amount of water in leaf, the higher the reflectance factor. Among the different genotypes studied E. benthamii resulted in a lower reflectance factor in the near and medium infrared.Escola Superior de Agricultura “Luiz de Queiroz” – ESALQ Universidade de São Paulo – USPFaculdade de Ciências Agronômicas – FCA Universidade Estadual Paulista “Júlio de Mesquita Filho” UNESPSuzano SAFaculdade de Ciências Agronômicas – FCA Universidade Estadual Paulista “Júlio de Mesquita Filho” UNESPUniversidade de São Paulo (USP)Universidade Estadual Paulista (Unesp)Suzano SAStrabeli, Taila FernandaFiorio, Peterson RicardoAlvares, Clayton Alcarde [UNESP]Nakai, Érica Silva2021-06-25T10:23:54Z2021-06-25T10:23:54Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.18671/SCIFOR.V48N128.25Scientia Forestalis/Forest Sciences, v. 48, n. 128, 2020.1413-9324http://hdl.handle.net/11449/20593610.18671/SCIFOR.V48N128.252-s2.0-85101372387Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporScientia Forestalis/Forest Sciencesinfo:eu-repo/semantics/openAccess2021-10-22T20:04:17Zoai:repositorio.unesp.br:11449/205936Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-22T20:04:17Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
Conteúdo relativo de água afeta o comportamento espectral de folhas de Eucalyptus spp.
title Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
spellingShingle Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
Strabeli, Taila Fernanda
Hyperspectral
Principal components analysis
Reflectance difference
Sensibility to water content
title_short Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
title_full Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
title_fullStr Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
title_full_unstemmed Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
title_sort Influence of relative water content variation on the spectral behavior of Eucalyptus spp.
author Strabeli, Taila Fernanda
author_facet Strabeli, Taila Fernanda
Fiorio, Peterson Ricardo
Alvares, Clayton Alcarde [UNESP]
Nakai, Érica Silva
author_role author
author2 Fiorio, Peterson Ricardo
Alvares, Clayton Alcarde [UNESP]
Nakai, Érica Silva
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Universidade Estadual Paulista (Unesp)
Suzano SA
dc.contributor.author.fl_str_mv Strabeli, Taila Fernanda
Fiorio, Peterson Ricardo
Alvares, Clayton Alcarde [UNESP]
Nakai, Érica Silva
dc.subject.por.fl_str_mv Hyperspectral
Principal components analysis
Reflectance difference
Sensibility to water content
topic Hyperspectral
Principal components analysis
Reflectance difference
Sensibility to water content
description Water availability is fundamental for the development of the plant and its scarcity limits forest growth, triggering specific responses in each species of Eucalyptus spp. In this study the influence of the relative water content (CRA) through dehydration on the spectral behavior, was measured on leaves of 11 genotypes of Eucalyptus spp. Sampled leaves were dried progressively and, after weighing, a hyperspectral reading was made. Water has a higher reflectance in the medium infrared (1300 nm at 2500 nm). The greatest variation occurred between the wavelengths of 1300 nm - 2500 nm. The regions near 1400 nm and 1900 nm showed greater sensitivity to water content variation. A classification of the leaves’ spectral data with major and minor CRA was done with Principal Components Analysis (PCA). After this analysis, the wavelengths 1450 nm, 1887 nm and 2101 nm were the most efficient in classifying the progress level of dehydration, which was confirmed by the Tukey test. Therefore, the CRA variation was inversely related to the spectral response of Eucalyptus spp., mostly in the medium infrared region. Thus, the smaller the amount of water in leaf, the higher the reflectance factor. Among the different genotypes studied E. benthamii resulted in a lower reflectance factor in the near and medium infrared.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
2021-06-25T10:23:54Z
2021-06-25T10:23:54Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.18671/SCIFOR.V48N128.25
Scientia Forestalis/Forest Sciences, v. 48, n. 128, 2020.
1413-9324
http://hdl.handle.net/11449/205936
10.18671/SCIFOR.V48N128.25
2-s2.0-85101372387
url http://dx.doi.org/10.18671/SCIFOR.V48N128.25
http://hdl.handle.net/11449/205936
identifier_str_mv Scientia Forestalis/Forest Sciences, v. 48, n. 128, 2020.
1413-9324
10.18671/SCIFOR.V48N128.25
2-s2.0-85101372387
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Scientia Forestalis/Forest Sciences
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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