Quantitative evaluation of the degree of sprout leaf bending of rice cultivars using P-type Fourier descriptors and principal component analysis
被引:14
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作者:
Zheng, Zeyu
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机构:
Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R ChinaChinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R China
Zheng, Zeyu
[1
]
Iwata, Hiroyoshi
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机构:
Natl Agr Res Ctr, Dept Informat Sci & Technol, Tsukuba, Ibaraki 3058666, JapanChinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R China
Iwata, Hiroyoshi
[2
]
Hirata, Yutaka
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机构:
Tokyo Univ Agr & Technol, Plant Genet & Breeding Lab, Fuchu, Tokyo 1838509, JapanChinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R China
Hirata, Yutaka
[3
]
Tamura, Yoshiyasu
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机构:
Inst Stat Math, Minato Ku, Tokyo 1068569, JapanChinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R China
Tamura, Yoshiyasu
[4
]
机构:
[1] Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Qingdao 266071, Shandong, Peoples R China
[2] Natl Agr Res Ctr, Dept Informat Sci & Technol, Tsukuba, Ibaraki 3058666, Japan
[3] Tokyo Univ Agr & Technol, Plant Genet & Breeding Lab, Fuchu, Tokyo 1838509, Japan
[4] Inst Stat Math, Minato Ku, Tokyo 1068569, Japan
In quantitative studies of the shapes of plant organs, evaluation methods based on image analysis in terms of Fourier translation and principal component analysis have been recognized as important and useful methods. However, these methods cannot be used to evaluate the degree of bending of grass-type leaves. In this study, we provide a novel quantitative evaluation method that has been developed from a new type of Fourier translation named the P-type Fourier translation. It is an effective technique for evaluating the degree of bending of grass-type leaves. We have successfully applied this method to quantitatively evaluate the degree of bending of leaves of eight rice cultivars. The degree of bending of each rice leaf was evaluated in terms of several orthogonal principal component scores of P-type Fourier descriptors (F-PCs). It has been found in the present study that a few F-PCs are sufficient to quantitatively evaluate the essential variation among different rice cultivars. These inherent essential variations among rice cultivars are mainly described by only two individual F-PCs; the other variations such as the wilt caused by sunshine damage are described by another F-PC. The results also show that the F-PCs can somewhat differentiate the reasons for variation in the degree of bending. Because the F-PCs are independent from each other, they can be used as input data for QTL analysis.
机构:
Tokyo Univ Agr & Technol, United Grad Sch Agr Sci, Lab Plant Genet & Biotechnol, Tokyo, JapanTokyo Univ Agr & Technol, United Grad Sch Agr Sci, Lab Plant Genet & Biotechnol, Tokyo, Japan
Suzuki, Katsuaki
Hirata, Yutaka
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Tokyo Univ Agr & Technol, United Grad Sch Agr Sci, Lab Plant Genet & Biotechnol, Tokyo, JapanTokyo Univ Agr & Technol, United Grad Sch Agr Sci, Lab Plant Genet & Biotechnol, Tokyo, Japan
Hirata, Yutaka
[J].
BIOLOGICAL SHAPE ANALYSIS, PROCEEDINGS OF THE 1ST INTERNATIONAL SYMPOSIUM,
2011,
: 24
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33
机构:
Institute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston NorthInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
Currie A.J.
Ganeshanandam S.
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机构:
Statistics Dept., Massey University, Private Bag 11222, Palmerston NorthInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
Ganeshanandam S.
Noiton D.A.
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机构:
Environmental Survey & Research, Gracefield, WellingtonInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
Noiton D.A.
Garrick D.
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机构:
Institute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston NorthInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
Garrick D.
Shelbourne C.J.A.
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机构:
Forestry Research Institute of New Zealand, P.O. Box 3020, RotoruaInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
Shelbourne C.J.A.
Oraguzie N.
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机构:
The Horticulture and Food Research Institute of New Zealand, Private Bag 1401, Havelock NorthInstitute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
机构:
Ton Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City, Vietnam
Ton Duc Thang Univ, Fac Appl Sci, Ho Chi Minh City, VietnamTon Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City, Vietnam
Jha, Sunil Kr
Yoon, Tae Hyun
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机构:
Hanyang Univ, Coll Nat Sci, Dept Chem, Nanoscale Characterizat & Environm Chem Lab, Seoul, South KoreaTon Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City, Vietnam