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Relationship between soil moisture content in paddy field and its image texture

The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gra...

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Main Authors: Bejo, Siti Khairunniza, Sumgap, Nor Hafizah, Mohd Johari, Siti Nurul Afiah
Format: Article
Language:English
Published: Penerbit Universiti Teknologi Malaysia Press 2016
Online Access:http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf
http://psasir.upm.edu.my/id/eprint/53759/
http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/7275
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spelling my.upm.eprints.537592018-01-15T10:14:32Z http://psasir.upm.edu.my/id/eprint/53759/ Relationship between soil moisture content in paddy field and its image texture Bejo, Siti Khairunniza Sumgap, Nor Hafizah Mohd Johari, Siti Nurul Afiah The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gray level co-occurrence matrix namely mean, variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation was used for the analysis. The results has shown that the image texture properties can be used to relate with soil moisture content, where variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation gave significant responds to the moisture content. The highest value of correlation was gathered from entropy with r = -0.522. Penerbit Universiti Teknologi Malaysia Press 2016 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf Bejo, Siti Khairunniza and Sumgap, Nor Hafizah and Mohd Johari, Siti Nurul Afiah (2016) Relationship between soil moisture content in paddy field and its image texture. Jurnal Teknologi , 78 (1-2). pp. 93-96. ISSN 0127-9696; ESSN: 2180-3722 http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/7275
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The aim of this study is to identify the relationship between soil moisture content and its image texture. Soil image was captured and converted into CIELUV color space. These images were later used to develop two dimensional gray level co-occurrence matrix. Eight texture features extracted from gray level co-occurrence matrix namely mean, variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation was used for the analysis. The results has shown that the image texture properties can be used to relate with soil moisture content, where variance, homogeneity, dissimilarity, entropy, contrast, second moment and correlation gave significant responds to the moisture content. The highest value of correlation was gathered from entropy with r = -0.522.
format Article
author Bejo, Siti Khairunniza
Sumgap, Nor Hafizah
Mohd Johari, Siti Nurul Afiah
spellingShingle Bejo, Siti Khairunniza
Sumgap, Nor Hafizah
Mohd Johari, Siti Nurul Afiah
Relationship between soil moisture content in paddy field and its image texture
author_facet Bejo, Siti Khairunniza
Sumgap, Nor Hafizah
Mohd Johari, Siti Nurul Afiah
author_sort Bejo, Siti Khairunniza
title Relationship between soil moisture content in paddy field and its image texture
title_short Relationship between soil moisture content in paddy field and its image texture
title_full Relationship between soil moisture content in paddy field and its image texture
title_fullStr Relationship between soil moisture content in paddy field and its image texture
title_full_unstemmed Relationship between soil moisture content in paddy field and its image texture
title_sort relationship between soil moisture content in paddy field and its image texture
publisher Penerbit Universiti Teknologi Malaysia Press
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/53759/1/Relationship%20between%20soil%20moisture%20content%20in%20paddy%20field%20and%20its%20image%20texture.pdf
http://psasir.upm.edu.my/id/eprint/53759/
http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/7275
_version_ 1643835479392518144
score 13.211869

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