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Relationship between soil moisture content in paddy field and its image texture
Siti Khairunniza Bejo1, Nor Hafizah Sumgap2, Siti Nurul Afiah Mohd Johari3.
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.
Affiliation:
- Universiti Putra Malaysia, Malaysia
- Universiti Putra Malaysia, Malaysia
- Universiti Putra Malaysia, Malaysia
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Indexation |
Indexed by |
MyJurnal (2021) |
H-Index
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6 |
Immediacy Index
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0.000 |
Rank |
0 |
Indexed by |
Scopus 2020 |
Impact Factor
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CiteScore (1.4) |
Rank |
Q3 (Engineering (all)) |
Additional Information |
SJR (0.191) |
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