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Image Analysis to Estimate Mulch Residue in Soil

Mulching is used to improve the condition of agricultural soils by covering the soil with different materials, mainly black polyethylene (PE). However, problems derived from its use are how to remove it from the field and, in the case of it remaining in the soil, the possible effects on it. One poss...

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Detalles Bibliográficos
Autores principales: Moreno, Carmen, Mancebo, Ignacio, Saa, Antonio, Moreno, Marta M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182845/
https://www.ncbi.nlm.nih.gov/pubmed/25309953
http://dx.doi.org/10.1155/2014/617408
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author Moreno, Carmen
Mancebo, Ignacio
Saa, Antonio
Moreno, Marta M.
author_facet Moreno, Carmen
Mancebo, Ignacio
Saa, Antonio
Moreno, Marta M.
author_sort Moreno, Carmen
collection PubMed
description Mulching is used to improve the condition of agricultural soils by covering the soil with different materials, mainly black polyethylene (PE). However, problems derived from its use are how to remove it from the field and, in the case of it remaining in the soil, the possible effects on it. One possible solution is to use biodegradable plastic (BD) or paper (PP), as mulch, which could present an alternative, reducing nonrecyclable waste and decreasing the environmental pollution associated with it. Determination of mulch residues in the ground is one of the basic requirements to estimate the potential of each material to degrade. This study has the goal of evaluating the residue of several mulch materials over a crop campaign in Central Spain through image analysis. Color images were acquired under similar lighting conditions at the experimental field. Different thresholding methods were applied to binarize the histogram values of the image saturation plane in order to show the best contrast between soil and mulch. Then the percentage of white pixels (i.e., soil area) was used to calculate the mulch deterioration. A comparison of thresholding methods and the different mulch materials based on percentage of bare soil area obtained is shown.
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spelling pubmed-41828452014-10-12 Image Analysis to Estimate Mulch Residue in Soil Moreno, Carmen Mancebo, Ignacio Saa, Antonio Moreno, Marta M. ScientificWorldJournal Research Article Mulching is used to improve the condition of agricultural soils by covering the soil with different materials, mainly black polyethylene (PE). However, problems derived from its use are how to remove it from the field and, in the case of it remaining in the soil, the possible effects on it. One possible solution is to use biodegradable plastic (BD) or paper (PP), as mulch, which could present an alternative, reducing nonrecyclable waste and decreasing the environmental pollution associated with it. Determination of mulch residues in the ground is one of the basic requirements to estimate the potential of each material to degrade. This study has the goal of evaluating the residue of several mulch materials over a crop campaign in Central Spain through image analysis. Color images were acquired under similar lighting conditions at the experimental field. Different thresholding methods were applied to binarize the histogram values of the image saturation plane in order to show the best contrast between soil and mulch. Then the percentage of white pixels (i.e., soil area) was used to calculate the mulch deterioration. A comparison of thresholding methods and the different mulch materials based on percentage of bare soil area obtained is shown. Hindawi Publishing Corporation 2014 2014-09-17 /pmc/articles/PMC4182845/ /pubmed/25309953 http://dx.doi.org/10.1155/2014/617408 Text en Copyright © 2014 Carmen Moreno et al. 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
Moreno, Carmen
Mancebo, Ignacio
Saa, Antonio
Moreno, Marta M.
Image Analysis to Estimate Mulch Residue in Soil
title Image Analysis to Estimate Mulch Residue in Soil
title_full Image Analysis to Estimate Mulch Residue in Soil
title_fullStr Image Analysis to Estimate Mulch Residue in Soil
title_full_unstemmed Image Analysis to Estimate Mulch Residue in Soil
title_short Image Analysis to Estimate Mulch Residue in Soil
title_sort image analysis to estimate mulch residue in soil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182845/
https://www.ncbi.nlm.nih.gov/pubmed/25309953
http://dx.doi.org/10.1155/2014/617408
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