成果/Result
- Effects of variable selection and processing of NIR and ATR-IR spectra on the prediction of extractive content in Eucalyptus bosistoana heartwood被引量：23收藏
- 作者：Li, Yanjie[1] Altaner, Clemens M.[2]
- 机构：Chinese Acad Forestry;Univ Canterbury
- 来源：SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2019
- 关键词：Natural durability Spectra pre-processing Standard normal variate (SNV) Partial least squares regression (PLSR) Variable selection (sMC)
- Heritable variation in tree growth and needle vegetation indices of slash pine (Pinus elliottii) using unmanned aerial vehicles (UAVs)被引量：20收藏
- 作者：Tao, Xueyu[1] Li, Yanjie[1] Yan, Weiqi[3] Wang, Minjuan[2] Tan, Zifeng[1]
- 机构：Chinese Acad Forestry;China Agr Univ;Auckland Univ Technol
- 来源：INDUSTRIAL CROPS AND PRODUCTS 2021
- 关键词：Vegetation indices UAV Breeding selection Slash pine Remote sensing
- Estimation of Plant HEIght and Aboveground Biomass of Toona sinensis under Drought Stress Using RGB-D Imaging被引量：14收藏
- 作者：Liu, Wenjian[1] Li, Yanjie[1] Liu, Jun[1] Jiang, Jingmin[1]
- 机构：Chinese Acad Forestry
- 来源：FORESTS 2021
- 关键词：RGB-D imaging Toona sinensis seedling aboveground biomass plant hEIght machine learning
- An approach to quantify natural durability of Eucalyptus bosistoana by near infrared spectroscopy for genetic selection被引量：13收藏
- 作者：Li, Yanjie[1] Sharma, Monika[2] Altaner, Clemens[2] Cookson, Laurie J.[3]
- 机构：Chinese Acad Forestry;Univ Canterbury;LJ Cookson Consulting
- 来源：INDUSTRIAL CROPS AND PRODUCTS 2020
- 关键词：Coniophora olivacea Decay resistance Heartwood Mass loss Perenniporia tephropora Tree breeding
- Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging被引量：12收藏
- 作者：Song, Zhaoying[1,2] Tomasetto, Federico[3] Niu, Xiaoyun[2] Yan, Wei Qi[4] Jiang, Jingmin[1]
- 机构：Chinese Acad Forestry;Agr Univ Hebei;AgResearch Ltd;Auckland Univ Technol
- 来源：PLANT PHENOMICS 2022
- 关键词：Antennas - Biomass - Cost effectiveness - Forestry - Genes - Surveys - Trees (mathematics)
- Comparison of partial least squares-discriminant analysis, support vector machines and deep neural networks for spectrometric classification of seed vigour in a broad range of tree species被引量：11收藏
- 作者：Liu, Wenjian[1,2] Liu, Jun[1] Jiang, Jingmin[1] Li, Yanjie[1]
- 机构：Chinese Acad Forestry;Nanjing Forestry Univ
- 来源：JOURNAL OF NEAR INFRARED SPECTROSCOPY 2021
- 关键词：NIR spectroscopy modelling seed vigour tree species classification
- Spectrometric Prediction of Nitrogen Content in Different Tissues of Slash Pine Trees被引量：9收藏
- 作者：Li, Yanjie[1] Sun, Honggang[1] Tomasetto, Federico[2] Jiang, Jingmin[1] Luan, Qifu[1]
- 机构：Chinese Acad Forestry;AgResearch Ltd
- 来源：PLANT PHENOMICS 2022
- 关键词：Digital storage - Forestry - Histology - Infrared devices - Least squares approximations - Needles - Nitrogen - Tissue - Trees (mathematics)
- Prediction of Needle Physiological Traits Using UAV Imagery for Breeding Selection of Slash Pine被引量：8收藏
- 作者：Niu, Xiaoyun[1] Song, Zhaoying[1,2] Xu, Cong[3] Wu, Haoran[1,2] Luan, Qifu[2]
- 机构：Hebei Agr Univ;Chinese Acad Forestry;Univ Canterbury
- 来源：PLANT PHENOMICS 2023
- 关键词：Antennas - Genes - Learning systems - Physiology - Unmanned aerial vehicles (UAV) - Vehicle performance
- Calibration of near infrared spectroscopy (NIRS) data of three Eucalyptus species with extractive contents determined by ASE extraction for rapid identification of species and high extractive contents被引量：7收藏
- 作者：Li, Yanjie[2] Altaner, Clemens[1]
- 机构：Univ Canterbury;Chinese Acad Forestry
- 来源：HOLZFORSCHUNG 2019
- 关键词：Eucalyptus argophloia E. bosistoana E. globoidea partial least squares regression (PLSR) PLS-discriminant analysis (PIS-DA) variable selection (sMC)
- Inheritance and Correlation Analysis of Pulpwood Properties, Wood Density, and Growth Traits of Slash Pine被引量：7收藏
- 作者：Li, Yanjie[1] Ding, Xianyin[1] Jiang, Jingmin[1] Luan, Qifu[1]
- 机构：Chinese Acad Forestry
- 来源：FORESTS 2020
- 关键词：P. elliottii heritability family ranking pulpwood properties wood density DBH
- CountShoots: Automatic Detection and Counting of Slash Pine New Shoots Using UAV Imagery被引量：5收藏
- 作者：Hao, Xia[1] Cao, Yue[1] Zhang, Zhaoxu[1] Tomasetto, Federico[2] Yan, Weiqi[3]
- 机构：Shandong Agr Univ;AgResearch Ltd;Auckland Univ Technol;Univ Canterbury;Chinese Acad Forestry
- 来源：PLANT PHENOMICS 2023
- 关键词：Aircraft detection - Antennas - Mean square error
- Spectrometric Classification of Bamboo Shoot Species by Comparison of Different Machine Learning Methods被引量：5收藏
- 作者：Tong, Long[1] Li, Bin[1] Geng, Yanhui[1] Chen, Lijie[1] Li, Yanjie[2]
- 机构：Chongqing Acad Forestry;Chinese Acad Forestry;Massey Univ
- 来源：FOOD ANALYTICAL METHODS 2021
- 关键词：NIR spectroscopy Model Bamboo shoot Pre-processing method Variable selection
- Rapid analysis of salivary glucose content using MOF/MIPs biomimetic microfluidic paper chips被引量：2收藏
- 作者：Li, Ningning[1] Zhou, Ying[2] Sun, Hao[3] Wang, Nan[1] Yang, Nan[4,5]
- 机构：Zhejiang A&F Univ;Anhui Med Coll;Zhejiang A&F Univ;Zhejiang Chinese Med Univ;Zhejiang Key Lab Res & Translat Kidney Deficiency
- 来源：CHEMICAL ENGINEERING JOURNAL 2025
- 关键词：Boronate affinity Metal-organic frameworks Molecularly imprinted polymers Non-invasive Visual detection
- MTSC-Net: A Semi-Supervised Counting Network for Estimating the Number of Slash pine New Shoots被引量：1收藏
- 作者：Zhang, Zhaoxu[1] Li, Yanjie[2] Cao, Yue[3] Wang, Yu[1] Guo, Xuchao[1]
- 机构：Shandong Agr Univ;Chinese Acad Forestry;Taishan Coll Sci & Technol
- 来源：PLANT PHENOMICS 2024
- 关键词：Mean square error
- UAV-driven GWAS analysis of canopy temperature and new shoots genetics in slash pine被引量：1收藏
- 作者：Li, Yanjie[1] Xu, Cong[3] Zhong, Wenbin[4] Luan, Qifu[1] Wu, Chunyan[2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Univ Canterbury;Chinese Acad Forestry
- 来源：INDUSTRIAL CROPS AND PRODUCTS 2024
- 关键词：Forest phenomics High throughput Tree breeding Slash pine GWAS analysis
- Deciphering nitrogen concentrations in Metasequoia glyptostroboides: a novel approach using RGB images and machine learning被引量：1收藏
- 作者：Ma, Cong[1,2] Tong, Ran[1] Zhu, Nianfu[1] Yuan, Wenwen[1] Li, Yanji[1]
- 机构：Chinese Acad Forestry;Nanjing Forestry Univ;Clemson Univ
- 来源：JOURNAL OF FORESTRY RESEARCH 2024
- 关键词：RGB images Random forest LNC N and P addition Metasequoia
- Optimization of Sassafras tzumu leaves color quantification with UAV RGB imaging and Sassafras-net被引量：0收藏
- 作者：Meng, Qingwei[1,2] Qi Yan, Wei[3] Xu, Cong[4] Zhang, Zhaoxu[5] Hao, Xia[5]
- 机构： State Key Laboratory of Tree Genetics and Breeding; College of Horticulture and Gardening; Auckland University of Technology; School of Forestry; College of Information Science and Engineering
- 来源：Information Processing in Agriculture 2025
- 关键词：Mean square error - Unmanned aerial vehicles (UAV)
- ExtSpecR: An R Package and Tool for Extracting Tree Spectra from UAV-Based Remote Sensing被引量：0收藏
- 作者：Liu, Zhuo[1,2] Al-Sarayreh, Mahmoud[3] Xu, Cong[4] Tomasetto, Federico[5] Li, Yanjie[1,2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;German Jordanian Univ;Univ Canterbury;AgResearch Ltd
- 来源：PLANT PHENOMICS 2023
- 关键词：Aircraft detection - Antennas - Data mining - Ecology - Extraction - feature extraction - Forestry - Open source software - Open systems - Timber - Unmanned aerial vehicles (UAV)
- Rapid classification of Chinese quince (Chaenomeles speciosa Nakai) fruit provenance by near-infrared spectroscopy and multivariate calibration被引量：0收藏
- 作者：Shao, Wenhao[1] Li, Yanjie[1,2] Diao, Songfeng[3] Jiang, Jingmin[1] Dong, Ruxiang[1]
- 机构： Research Institute of Subtropical Forestry; School of Forestry; China Paulownia Research Centre
- 来源：Analytical and Bioanalytical Chemistry 2017
- 关键词：Principal component analysis - Discriminant analysis - Infrared devices - Near infrared spectroscopy - Fruits
- Insights into PeERF168 gene in slash pine terpene biosynthesis: Integrating high-throughput phenotyping, GWAS, and transgenic studies被引量：0收藏
- 作者：Ding, Xianyin[1,2] Diao, Shu[1,2] Zhang, Yini[1] Luan, Qifu[1,2] Li, Yanjie[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Swedish Univ Agr Sci
- 来源：INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES 2025
- 关键词：Terpene biosynthesis High-throughput phenotyping GWAS eQTL mapping PeERF168 Slash pine
- Multitemporal UAV study of phenolic compounds in slash pine canopies被引量：0收藏
- 作者：Song, Zhaoying[1,3] Xu, Cong[2] Luan, Qifu[1] Li, Yanjie[1]
- 机构：Chinese Acad Forestry;Univ Canterbury;Hebei Agr Univ
- 来源：REMOTE SENSING OF ENVIRONMENT 2024
- 关键词：Multitemporal analysis Forest growth Tree breeding Remote sensing Machine learning Secondary metabolites UAV
- Discrimination of Pinus taeda × P. caribaea var. hondurensis between its allele-species and hybrids using near infrared spectroscopy被引量：0收藏
- 作者：Luan, Qi-Fu[1] Li, Yan-Jie[1] Jiang, Jing-Min[1] Yue, Hua-Feng[1] Diao, Song-Feng[1]
- 机构： Research Institute of Subtropical Forestry
- 来源：Journal of Near Infrared Spectroscopy 2013
- 关键词：Chemical analysis - Discriminant analysis - Genes - Infrared radiation - Least squares approximations - Near infrared spectroscopy - Value engineering
- Machine learning for ecological analysis被引量：0收藏
- 作者：Yu, Zhengyang[1] Bu, Chunfeng[1] Li, Yanjie[2]
- 机构：Henan Zhongping Jiaoke Res & Design Inst Co Ltd;Chinese Acad Forestry
- 来源：CHEMICAL ENGINEERING JOURNAL 2025
- 关键词：Machine Learning Landscape Ecological Analysis Ecological Process Modeling and Prediction Ecosystem Management
- Prediction of saponin content in soapnut (Sapindus mukorossi Gaertn.) fruits by near infrared spectroscopy被引量：0收藏
- 作者：Li, Yanjie[1,2] Shao, Wenhao[1] Dong, Ruxiang[1] Jiang, Jingmin[1] Diao, Songfeng[1,3]
- 机构： Research Institute of Subtropical Forestry; School of Forestry; China Paulownia Research Centre
- 来源：Journal of Near Infrared Spectroscopy 2018
- 关键词：Near infrared spectroscopy - Infrared devices - Calibration - Spectrum analysis - Least squares approximations - Mean square error
- Application of Near-Infrared Spectroscopy to Rapidly Classify the Chinese Quince Fruits from Different Habitats被引量：0收藏
- 作者：Diao, Songfeng[1,2] Tang, Xiaoqian[3] Huang, Lin[1] Li, Yanjie[2] Fan, Xiongfei[1]
- 机构：Res Inst Nontimber Forestry;Chinese Acad Forestry;Chinese Acad Forestry
- 来源：JOURNAL OF FOOD QUALITY 2024
- 关键词：Discriminant analysis - Ecosystems - Fruits - Infrared devices - Least squares approximations
