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Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range

Regeneration of planted forests of Cryptomeria japonica (sugi) and Chamaecyparis obtuse (hinoki) is the pressing importance to the forest administration in Japan. Low seed germination rate of these species, however, has hampered low-cost production of their seedlings for reforestation. The primary c...

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Autores principales: Matsuda, Osamu, Hara, Masashi, Tobita, Hiroyuki, Yazaki, Kenichi, Nakagawa, Toshinori, Shimizu, Kuniyoshi, Uemura, Akira, Utsugi, Hajime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4470962/
https://www.ncbi.nlm.nih.gov/pubmed/26083366
http://dx.doi.org/10.1371/journal.pone.0128358
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author Matsuda, Osamu
Hara, Masashi
Tobita, Hiroyuki
Yazaki, Kenichi
Nakagawa, Toshinori
Shimizu, Kuniyoshi
Uemura, Akira
Utsugi, Hajime
author_facet Matsuda, Osamu
Hara, Masashi
Tobita, Hiroyuki
Yazaki, Kenichi
Nakagawa, Toshinori
Shimizu, Kuniyoshi
Uemura, Akira
Utsugi, Hajime
author_sort Matsuda, Osamu
collection PubMed
description Regeneration of planted forests of Cryptomeria japonica (sugi) and Chamaecyparis obtuse (hinoki) is the pressing importance to the forest administration in Japan. Low seed germination rate of these species, however, has hampered low-cost production of their seedlings for reforestation. The primary cause of the low germinability has been attributed to highly frequent formation of anatomically unsound seeds, which are indistinguishable from sound germinable seeds by visible observation and other common criteria such as size and weight. To establish a method for sound seed selection in these species, hyperspectral imaging technique was used to identify a wavelength range where reflectance spectra differ clearly between sound and unsound seeds. In sound seeds of both species, reflectance in a narrow waveband centered at 1,730 nm, corresponding to a lipid absorption band in the short-wavelength infrared (SWIR) range, was greatly depressed relative to that in adjacent wavebands on either side. Such depression was absent or less prominent in unsound seeds. Based on these observations, a reflectance index SQI, abbreviated for seed quality index, was formulated using reflectance at three narrow SWIR wavebands so that it represents the extent of the depression. SQI calculated from seed area-averaged reflectance spectra and spatial distribution patterns of pixelwise SQI within each seed area were both proven as reliable criteria for sound seed selection. Enrichment of sound seeds was accompanied by an increase in germination rate of the seed lot. Thus, the methods described are readily applicable toward low-cost seedling production in combination with single seed sowing technology.
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spelling pubmed-44709622015-06-29 Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range Matsuda, Osamu Hara, Masashi Tobita, Hiroyuki Yazaki, Kenichi Nakagawa, Toshinori Shimizu, Kuniyoshi Uemura, Akira Utsugi, Hajime PLoS One Research Article Regeneration of planted forests of Cryptomeria japonica (sugi) and Chamaecyparis obtuse (hinoki) is the pressing importance to the forest administration in Japan. Low seed germination rate of these species, however, has hampered low-cost production of their seedlings for reforestation. The primary cause of the low germinability has been attributed to highly frequent formation of anatomically unsound seeds, which are indistinguishable from sound germinable seeds by visible observation and other common criteria such as size and weight. To establish a method for sound seed selection in these species, hyperspectral imaging technique was used to identify a wavelength range where reflectance spectra differ clearly between sound and unsound seeds. In sound seeds of both species, reflectance in a narrow waveband centered at 1,730 nm, corresponding to a lipid absorption band in the short-wavelength infrared (SWIR) range, was greatly depressed relative to that in adjacent wavebands on either side. Such depression was absent or less prominent in unsound seeds. Based on these observations, a reflectance index SQI, abbreviated for seed quality index, was formulated using reflectance at three narrow SWIR wavebands so that it represents the extent of the depression. SQI calculated from seed area-averaged reflectance spectra and spatial distribution patterns of pixelwise SQI within each seed area were both proven as reliable criteria for sound seed selection. Enrichment of sound seeds was accompanied by an increase in germination rate of the seed lot. Thus, the methods described are readily applicable toward low-cost seedling production in combination with single seed sowing technology. Public Library of Science 2015-06-17 /pmc/articles/PMC4470962/ /pubmed/26083366 http://dx.doi.org/10.1371/journal.pone.0128358 Text en © 2015 Matsuda et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Matsuda, Osamu
Hara, Masashi
Tobita, Hiroyuki
Yazaki, Kenichi
Nakagawa, Toshinori
Shimizu, Kuniyoshi
Uemura, Akira
Utsugi, Hajime
Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title_full Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title_fullStr Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title_full_unstemmed Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title_short Determination of Seed Soundness in Conifers Cryptomeria japonica and Chamaecyparis obtusa Using Narrow-Multiband Spectral Imaging in the Short-Wavelength Infrared Range
title_sort determination of seed soundness in conifers cryptomeria japonica and chamaecyparis obtusa using narrow-multiband spectral imaging in the short-wavelength infrared range
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4470962/
https://www.ncbi.nlm.nih.gov/pubmed/26083366
http://dx.doi.org/10.1371/journal.pone.0128358
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