成果/Result
- DNA Barcode Authentication and Library Development for the Wood of Six Commercial Pterocarpus Species: the Critical Role of Xylarium Specimens被引量：57收藏
- 作者：Jiao, Lichao[1,2] Yu, Min[1,2] Wiedenhoeft, Alex C.[3,4,5,6] He, Tuo[1,2] Li, Jianing[7]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;USDA Forest Serv;Univ Wisconsin;Purdue Univ
- 来源：SCIENTIFIC REPORTS 2018
- DNA barcoding of vouchered xylarium wood specimens of nine endangered Dalbergia species被引量：48收藏
- 作者：Yu, Min[1,2] Jiao, Lichao[1,2] Guo, Juan[1,2] Wiedenhoeft, Alex C.[3,4,5,6] He, Tuo[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;US Forest Serv;Univ Wisconsin;Purdue Univ
- 来源：PLANTA 2017
- 关键词：DNA barcode reference database ITS2 trnH-psbA CITES Forensic wood identification Illegal logging
- A strategy for developing high-resolution DNA barcodes for species discrimination of wood specimens using the complete chloroplast genome of three Pterocarpus species被引量：46收藏
- 作者：Jiao, Lichao[1,2] Lu, Yang[1,2] He, Tuo[1,2] Li, Jianing[3] Yin, Yafang[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Chinese Acad Trop Agr Sci
- 来源：PLANTA 2019
- 关键词：Comparative genomics DNA extraction Specific barcode Timber identification Wood anatomy Ycf1b
- DNA barcoding for wood identification: global review of the last decade and future perspective被引量：28收藏
- 作者：Jiao, Lichao[1,2] Lu, Yang[1,2] He, Tuo[1,2] Guo, Juan[1,2] Yin, Yafang[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry
- 来源：IAWA JOURNAL 2020
- 关键词：Wood identification wood anatomy wood DNA extraction PCR amplification DNA recovery rate reference database xylarium specimens
- Machine learning approaches outperform distance- and tree-based methods for DNA barcoding of Pterocarpus wood被引量：26收藏
- 作者：He, Tuo[1,2,3,4] Jiao, Lichao[1,2] Wiedenhoeft, Alex C.[3,4,5,6] Yin, Yafang[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;US Forest Serv;Univ Wisconsin;Purdue Univ
- 来源：PLANTA 2019
- 关键词：DNA barcoding Forensic wood identification Identification accuracy Machine learning approaches (MLAs) Pterocarpus SMO classifier
- DNA barcoding authentication for the wood of eight endangered Dalbergia timber species using machine learning approaches被引量：25收藏
- 作者：He, Tuo[1,2] Jiao, Lichao[1,2] Yu, Min[1,2] Guo, Juan[1,2] Jiang, Xiaomei[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry
- 来源：HOLZFORSCHUNG 2019
- 关键词：Dalbergia timber species DNA barcoding illegal logging machine learning approaches (MIAs) reference library SMO classifier wood identification
- Machine Learning Models with Quantitative Wood Anatomy Data Can Discriminate between Swietenia macrophylla and Swietenia mahagoni被引量：25收藏
- 作者：He, Tuo[1,2,3] Marco, Joao[3] Soares, Richard[3,4] Yin, Yafang[1,2] Wiedenhoeft, Alex C.[3,4,5,6]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;US Forest Serv;Univ Wisconsin;Purdue Univ
- 来源：FORESTS 2020
- 关键词：CITES machine learning quantitative wood anatomy SVM Swietenia
- Developing deep learning models to automate rosewood tree species identification for CITES designation and implementation被引量：23收藏
- 作者：He, Tuo[1,2] Lu, Yang[1,2] Jiao, Lichao[1,2] Zhang, Yonggang[1,2] Jiang, Xiaomei[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry
- 来源：HOLZFORSCHUNG 2020
- 关键词：CITES Dalbergia deep learning models Pterocarpus rosewood tree species wood identification
- Wood discrimination analyses of Pterocarpus tinctorius and endangered Pterocarpus santalinus using DART-FTICR-MS coupled with multivariate statistics被引量：17收藏
- 作者：Zhang, Maomao[1,2,3] Zhao, Guang Jie[2] Liu, Bo[1,3] He, Tuo[1,3] Gu, Juan[1,3]
- 机构：Chinese Acad Forestry;Beijing Forestry Univ;Chinese Acad Forestry
- 来源：IAWA JOURNAL 2019
- 关键词：Mass spectrometry wood identification xylarium wood extract OPLS-DA models machine learning methods
- Ancient plastid genomes solve the tree species mystery of the imperial wood "Nanmu" in the Forbidden City, the largest existing wooden palace complex in the world被引量：16收藏
- 作者：Jiao, Lichao[1,2] Lu, Yang[1,2] Zhang, Ming[3] Chen, Yongping[1] Wang, Zhaoshan[4]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Northwest Univ;Chinese Acad Forestry;Chinese Acad Sci
- 来源：PLANTS PEOPLE PLANET 2022
- 关键词：ancient DNA archeological wood Forbidden City Phoebe species identification wood anatomy
- Applicability of chloroplast DNA barcodes for wood identification between Santalum album and its adulterants被引量：12收藏
- 作者：Jiao, Lichao[1,2] He, Tuo[1,2] Dormontt, Eleanor E.[3] Zhang, Yonggang[1,2] Lowe, Andrew J.[3]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Univ Adelaide
- 来源：HOLZFORSCHUNG 2019
- 关键词：barcode combinations psbA-trnH and trnK DNA barcode illegal logging neighbor-joining (NJ) method sandal wood species identification TaxonDNA method
- Ray Traits of Juvenile Wood and Mature Wood: Pinus massonia and Cunninghamia lanceolata被引量：8收藏
- 作者：Meng, Qiulu[1,2,3] Fu, Feng[2] Wang, Jie[2,3] He, Tuo[2,3] Jiang, Xiaomei[2,3]
- 机构：Guangxi Univ;Chinese Acad Forestry;Chinese Acad Forestry
- 来源：FORESTS 2021
- 关键词：conifer wood anatomy juvenile wood mature wood ray
- An optimized DNA extraction protocol for wood DNA barcoding of Pterocarpus erinaceus被引量：8收藏
- 作者：Lu, Yang[1,2] Jiao, Lichao[1,2] He, Tuo[1,2] Zhang, Yonggang[1,2] Jiang, Xiaomei[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry
- 来源：IAWA JOURNAL 2020
- 关键词：DNA barcode extraction time droplet digital PCR sample amount timber identification wood anatomy
- Can quantitative wood anatomy data coupled with machine learning analysis discriminate CITES species from their look-alikes?被引量：7收藏
- 作者：Liu, Shoujia[1,2] He, Tuo[1,2] Wang, Jiajun[1] Chen, Jiabao[1,2] Guo, Juan[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;USDA;Univ Wisconsin;Purdue Univ
- 来源：WOOD SCIENCE AND TECHNOLOGY 2022
- 关键词：Classifiers - Conservation - Decision trees - Machine learning - Timber
- Anatomical adaptions of pits in two types of ray parenchyma cells in Populus tomentosa during the xylem differentiation被引量：5收藏
- 作者：Yin, Lijuan[1,2] Jiang, Xiaomei[2] Ma, Lingyu[2] Liu, Shoujia[2] He, Tuo[2]
- 机构：Inner Mongolia Agr Univ;Chinese Acad Forestry
- 来源：JOURNAL OF PLANT PHYSIOLOGY 2022
- 关键词：Ray parenchyma cell Pit Xylem differentiation Isolation cell Contact cell
- A computer-aided method for identifying the presence of softwood growth ring boundaries被引量：4收藏
- 作者：Lin, Qizhao[1] He, Tuo[2,3] Sun, Yongke[1] He, Xin[1] Qiu, Jian[1]
- 机构：Southwest Forestry Univ;Chinese Acad Forestry;Chinese Acad Forestry
- 来源：PLOS ONE 2020
- Similarity network fusion for aggregating headspace GC-MS and direct analysis in real time-mass spectrometry data from solid samples to enhance species identification efficiency of high-temperature heated wood被引量：3收藏
- 作者：Zhang, Maomao[1,2,3] Guo, Juan[2,3] Lu, Yang[2,3] Jiao, Lichao[2,3] He, Tuo[2,3]
- 机构：Xian Univ Architecture & Technol;Chinese Acad Forestry;Chinese Acad Forestry
- 来源：JOURNAL OF WOOD SCIENCE 2022
- 关键词：Wood identification Headspace-gas chromatography-mass spectrometry (HS-GC-MS) Similarity network fusion (SNF) High-temperature heated wood Direct analysis in real time-mass spectrometry (DART-MS)
- Opening the black box: explainable deep-learning classification of wood microscopic image of endangered tree species被引量：3收藏
- 作者：Zheng, Chang[1,2] Liu, Shoujia[1,2] Wang, Jiajun[1,2,4] Lu, Yang[1,2] Ma, Lingyu[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Natl Forestry & Grassland Adm;Natl Ctr Archaeol
- 来源：PLANT METHODS 2024
- 关键词：Computer vision Deep learning Feature visualization Image classification Wood identification
- Organellar microcapture to extract nuclear and plastid DNA from recalcitrant wood specimens and trace evidence被引量：2收藏
- 作者：Costa, Adriana[1,3] Giraldo, Giovanny[2,3] Bishell, Amy[3] He, Tuo[4,5] Kirker, Grant[1,3]
- 机构：Mississippi State Univ;Univ Wisconsin;Forest Prod Lab;Chinese Res Inst Wood Ind;Chinese Acad Forestry
- 来源：PLANT METHODS 2022
- 关键词：Organellar microcapture Nucleus isolation Plastid isolation Single-cell sequencing Wood identification
- Wood discrimination of six commonly traded Phoebe and Machilus species using high-resolution plastid and nuclear DNA barcodes被引量：1收藏
- 作者：Lu, Yang[1,2,3,4] Jiao, Lichao[1,2,3,4] Liu, Shoujia[1,2,3,4] He, Tuo[1,2,3,4] Jiang, Xiaomei[1,2,3,4]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Natl Forestry & Grassland Adm;CITES Wildlife Forens Testing Lab
- 来源：HOLZFORSCHUNG 2024
- 关键词：high-resolution region Machilus nuclear barcode Phoebe wood anatomy
- How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset被引量：1收藏
- 作者：Liu, Shoujia[1,2] Zheng, Chang[1,2] Wang, Jiajun[1,2,3] Lu, Yang[1,2] Yao, Jie[4]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Natl Ctr Archaeol;Beijing Informat Sci & Technol Univ;Natl Forestry & Grassland Adm
- 来源：FRONTIERS IN PLANT SCIENCE 2024
- 关键词：wood identification CITES convolutional neural network attention mechanism data enhancement macroscopic images
- Deep learning-based species identification of gymnosperm xylem: The practice in digital forestry被引量：0收藏
- 作者：Zheng, Chang[1,2] He, Tuo[1,2,3] Jiao, Lichao[1,2] Lu, Yang[1,2] Liu, Shoujia[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Natl Forestry & Grassland Adm;Northeast Forestry Univ;Northwest A&F Univ
- 来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE 2025
- 关键词：Agroforestry health monitoring Computer vision Feature visualization Gymnosperm tree Wood anatomy Wood identification
