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Toward scalable wood anatomy: a toolkit for automated xylem cell identification and quantification in woody angiosperms.

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Title: Toward scalable wood anatomy: a toolkit for automated xylem cell identification and quantification in woody angiosperms.
Authors: Mei L; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Qi C; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Pei Z; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Zhao B; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Fu Q; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China., Jiang Z; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Li C; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Jin Z; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Zhao R; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Cheng J; College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing, China., Wang Y; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China., Li Q; National Key Laboratory for Development and Utilization of Forest Food Resources, Zhejiang A & F University, Hangzhou, China.; Zhejiang Key Laboratory of Forest Genetics and Breeding, International Research Center for Plant Cell Wall, College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China., Bao M; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China., Zheng B; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China., Shi X; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.
Source: Plant physiology [Plant Physiol] 2026 Jun 02; Vol. 201 (2).
Publication Type: Journal Article
Journal Info: Publisher: American Society of Plant Biologists Country of Publication: United States NLM ID: 0401224 Publication Model: Print Cited Medium: Internet ISSN: 1532-2548 (Electronic) Linking ISSN: 00320889 NLM ISO Abbreviation: Plant Physiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Toward scalable wood anatomy: a toolkit for automated xylem cell identification and quantification in woody angiosperms.
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  Data: <searchLink fieldCode="AU" term="%22Mei+L%22">Mei L</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Qi+C%22">Qi C</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Pei+Z%22">Pei Z</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zhao+B%22">Zhao B</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Fu+Q%22">Fu Q</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Jiang+Z%22">Jiang Z</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Li+C%22">Li C</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Jin+Z%22">Jin Z</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zhao+R%22">Zhao R</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Cheng+J%22">Cheng J</searchLink>; College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Li+Q%22">Li Q</searchLink>; National Key Laboratory for Development and Utilization of Forest Food Resources, Zhejiang A & F University, Hangzhou, China.; Zhejiang Key Laboratory of Forest Genetics and Breeding, International Research Center for Plant Cell Wall, College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Bao+M%22">Bao M</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zheng+B%22">Zheng B</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Shi+X%22">Shi X</searchLink>; National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan, China.; College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, China.; Poplar Research Center, Huazhong Agricultural University, Wuhan, China.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Society+of+Plant+Biologists%22">American Society of Plant Biologists </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0401224 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1532-2548 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200320889%22">00320889 </searchLink><i>NLM ISO Abbreviation: </i>Plant Physiol <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1093/plphys/kiag324
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Toward scalable wood anatomy: a toolkit for automated xylem cell identification and quantification in woody angiosperms.
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            – D: 02
              M: 06
              Text: 2026 Jun 02
              Type: published
              Y: 2026
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