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A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content

Despite the ecological importance of eelgrass, nowadays anthropogenic influences have produced deleterious effects in many meadows worldwide. Transplantation plots are commonly used as a feasible remediation scheme. The characterization of eelgrass biomass and its dynamics is an important input for...

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Autores principales: Leal-Ramirez, Cecilia, Echavarria-Heras, Hector
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4032729/
https://www.ncbi.nlm.nih.gov/pubmed/24892089
http://dx.doi.org/10.1155/2014/786896
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author Leal-Ramirez, Cecilia
Echavarria-Heras, Hector
author_facet Leal-Ramirez, Cecilia
Echavarria-Heras, Hector
author_sort Leal-Ramirez, Cecilia
collection PubMed
description Despite the ecological importance of eelgrass, nowadays anthropogenic influences have produced deleterious effects in many meadows worldwide. Transplantation plots are commonly used as a feasible remediation scheme. The characterization of eelgrass biomass and its dynamics is an important input for the assessment of the overall status of both natural and transplanted populations. Particularly, in restoration plots it is desirable to obtain nondestructive assessments of these variables. Allometric models allow the expression of above ground biomass and productivity of eelgrass in terms of leaf area, which provides cost effective and nondestructive assessments. Leaf area in eelgrass can be conveniently obtained by the product of associated length and width. Although these variables can be directly measured on most sampled leaves, digital image methods could be adapted in order to simplify measurements. Nonetheless, since width to length ratios in eelgrass leaves could be even negligible, noise induced by leaf humidity content could produce misidentification of pixels along the peripheral contour of leaves images. In this paper, we present a procedure aimed to produce consistent estimations of eelgrass leaf area in the presence of the aforementioned noise effects. Our results show that digital image procedures can provide reliable, nondestructive estimations of eelgrass leaf area.
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spelling pubmed-40327292014-06-02 A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content Leal-Ramirez, Cecilia Echavarria-Heras, Hector ScientificWorldJournal Research Article Despite the ecological importance of eelgrass, nowadays anthropogenic influences have produced deleterious effects in many meadows worldwide. Transplantation plots are commonly used as a feasible remediation scheme. The characterization of eelgrass biomass and its dynamics is an important input for the assessment of the overall status of both natural and transplanted populations. Particularly, in restoration plots it is desirable to obtain nondestructive assessments of these variables. Allometric models allow the expression of above ground biomass and productivity of eelgrass in terms of leaf area, which provides cost effective and nondestructive assessments. Leaf area in eelgrass can be conveniently obtained by the product of associated length and width. Although these variables can be directly measured on most sampled leaves, digital image methods could be adapted in order to simplify measurements. Nonetheless, since width to length ratios in eelgrass leaves could be even negligible, noise induced by leaf humidity content could produce misidentification of pixels along the peripheral contour of leaves images. In this paper, we present a procedure aimed to produce consistent estimations of eelgrass leaf area in the presence of the aforementioned noise effects. Our results show that digital image procedures can provide reliable, nondestructive estimations of eelgrass leaf area. Hindawi Publishing Corporation 2014 2014-05-04 /pmc/articles/PMC4032729/ /pubmed/24892089 http://dx.doi.org/10.1155/2014/786896 Text en Copyright © 2014 C. Leal-Ramirez and H. Echavarria-Heras. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Leal-Ramirez, Cecilia
Echavarria-Heras, Hector
A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title_full A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title_fullStr A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title_full_unstemmed A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title_short A Method for Calculating the Area of Zostera marina Leaves from Digital Images with Noise Induced by Humidity Content
title_sort method for calculating the area of zostera marina leaves from digital images with noise induced by humidity content
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4032729/
https://www.ncbi.nlm.nih.gov/pubmed/24892089
http://dx.doi.org/10.1155/2014/786896
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