Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths
Autor(a) principal: | |
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Data de Publicação: | 2013 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Theoretical and Experimental Plant Physiology |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2197-00252013000300004 |
Resumo: | Leaf water content is an important parameter in environmental monitoring. The present study investigated the relation between leaf Equivalent Water Thickness (EWT) as a parameter to estimate the leaf water content and the reflectance in 400-2,500 nm spectral range. The data used were the well-known Leaf Optical Properties Experiment 93 (LOPEX93) field collected data. Four hundred leaf samples were used, 320 of which for modelling and the remaining 80 for testing the model. Four different approaches were investigated in this study: 1) linear regression between reflectance in individual wavelength and EWT; 2) the difference of reflectance in two wavelengths and EWT; 3) ratio of reflectance in two wavelengths and EWT; and finally 4) the normalized difference of reflectance in two different wavelengths and EWT. The results showed that the band combinations such as ratio and normalized difference had higher regressions with leaf water content. In addition, the findings of this study showed that some parts of the near infrared (NIR) and short wave infrared (SWIR) of the spectrum provided higher accuracies in EWT assessment, and correlations of more than 90% were achieved. Finally, this investigation showed that a wide range of wavelengths could be used for EWT assessment task. Despite the general belief in using water absorption bands for leaf water content assessment, this study shows that water absorption bands are not necessarily productive as other wavelengths have the potential to generate better results. |
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Theoretical and Experimental Plant Physiology |
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Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengthsEquivalent Water Thicknesslinear regressionremote sensingspectrometryLeaf water content is an important parameter in environmental monitoring. The present study investigated the relation between leaf Equivalent Water Thickness (EWT) as a parameter to estimate the leaf water content and the reflectance in 400-2,500 nm spectral range. The data used were the well-known Leaf Optical Properties Experiment 93 (LOPEX93) field collected data. Four hundred leaf samples were used, 320 of which for modelling and the remaining 80 for testing the model. Four different approaches were investigated in this study: 1) linear regression between reflectance in individual wavelength and EWT; 2) the difference of reflectance in two wavelengths and EWT; 3) ratio of reflectance in two wavelengths and EWT; and finally 4) the normalized difference of reflectance in two different wavelengths and EWT. The results showed that the band combinations such as ratio and normalized difference had higher regressions with leaf water content. In addition, the findings of this study showed that some parts of the near infrared (NIR) and short wave infrared (SWIR) of the spectrum provided higher accuracies in EWT assessment, and correlations of more than 90% were achieved. Finally, this investigation showed that a wide range of wavelengths could be used for EWT assessment task. Despite the general belief in using water absorption bands for leaf water content assessment, this study shows that water absorption bands are not necessarily productive as other wavelengths have the potential to generate better results.Sociedade Brasileira de Fisiologia Vegetal2013-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S2197-00252013000300004Theoretical and Experimental Plant Physiology v.25 n.3 2013reponame:Theoretical and Experimental Plant Physiologyinstname:Sociedade Brasileira de Fisiologia Vegetal (SBFV)instacron:SBFV10.1590/S2197-00252013005000001info:eu-repo/semantics/openAccessMobasheri,Mohammad RezaFatemi,Sayyed Baghereng2013-12-02T00:00:00Zoai:scielo:S2197-00252013000300004Revistahttps://www.springer.com/journal/40626ONGhttps://old.scielo.br/oai/scielo-oai.php||bjpp.sbfv@gmail.com2197-00252197-0025opendoar:2013-12-02T00:00Theoretical and Experimental Plant Physiology - Sociedade Brasileira de Fisiologia Vegetal (SBFV)false |
dc.title.none.fl_str_mv |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
title |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
spellingShingle |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths Mobasheri,Mohammad Reza Equivalent Water Thickness linear regression remote sensing spectrometry |
title_short |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
title_full |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
title_fullStr |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
title_full_unstemmed |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
title_sort |
Leaf Equivalent Water Thickness assessment using reflectance at optimum wavelengths |
author |
Mobasheri,Mohammad Reza |
author_facet |
Mobasheri,Mohammad Reza Fatemi,Sayyed Bagher |
author_role |
author |
author2 |
Fatemi,Sayyed Bagher |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Mobasheri,Mohammad Reza Fatemi,Sayyed Bagher |
dc.subject.por.fl_str_mv |
Equivalent Water Thickness linear regression remote sensing spectrometry |
topic |
Equivalent Water Thickness linear regression remote sensing spectrometry |
description |
Leaf water content is an important parameter in environmental monitoring. The present study investigated the relation between leaf Equivalent Water Thickness (EWT) as a parameter to estimate the leaf water content and the reflectance in 400-2,500 nm spectral range. The data used were the well-known Leaf Optical Properties Experiment 93 (LOPEX93) field collected data. Four hundred leaf samples were used, 320 of which for modelling and the remaining 80 for testing the model. Four different approaches were investigated in this study: 1) linear regression between reflectance in individual wavelength and EWT; 2) the difference of reflectance in two wavelengths and EWT; 3) ratio of reflectance in two wavelengths and EWT; and finally 4) the normalized difference of reflectance in two different wavelengths and EWT. The results showed that the band combinations such as ratio and normalized difference had higher regressions with leaf water content. In addition, the findings of this study showed that some parts of the near infrared (NIR) and short wave infrared (SWIR) of the spectrum provided higher accuracies in EWT assessment, and correlations of more than 90% were achieved. Finally, this investigation showed that a wide range of wavelengths could be used for EWT assessment task. Despite the general belief in using water absorption bands for leaf water content assessment, this study shows that water absorption bands are not necessarily productive as other wavelengths have the potential to generate better results. |
publishDate |
2013 |
dc.date.none.fl_str_mv |
2013-01-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2197-00252013000300004 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2197-00252013000300004 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/S2197-00252013005000001 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Sociedade Brasileira de Fisiologia Vegetal |
publisher.none.fl_str_mv |
Sociedade Brasileira de Fisiologia Vegetal |
dc.source.none.fl_str_mv |
Theoretical and Experimental Plant Physiology v.25 n.3 2013 reponame:Theoretical and Experimental Plant Physiology instname:Sociedade Brasileira de Fisiologia Vegetal (SBFV) instacron:SBFV |
instname_str |
Sociedade Brasileira de Fisiologia Vegetal (SBFV) |
instacron_str |
SBFV |
institution |
SBFV |
reponame_str |
Theoretical and Experimental Plant Physiology |
collection |
Theoretical and Experimental Plant Physiology |
repository.name.fl_str_mv |
Theoretical and Experimental Plant Physiology - Sociedade Brasileira de Fisiologia Vegetal (SBFV) |
repository.mail.fl_str_mv |
||bjpp.sbfv@gmail.com |
_version_ |
1754824595292028928 |