成果/Result
- Prediction and Utilization of Malondialdehyde in Exotic Pine Under Drought Stress Using Near-Infrared Spectroscopy被引量：130收藏
- 作者：Zhang, Yini[1] Luan, Qifu[1] Jiang, Jingmin[1] Li, Yanjie[1]
- 机构：Chinese Acad Forestry
- 来源：FRONTIERS IN PLANT SCIENCE 2021
- 关键词：model calibration abiotic stress NIR spectroscopy non-destructive pine tree
- Identification of Weeds Based on Hyperspectral Imaging and Machine Learning被引量：63收藏
- 作者：Li, Yanjie[1,5] Al-Sarayreh, Mahmoud[1] Irie, Kenji[2] Hackell, Deborah[3] Bourdot, Graeme[4]
- 机构：AgResearch Ltd;Red Fern Solut Ltd;AgResearch Ltd;AgResearch Ltd;Chinese Acad Forestry
- 来源：FRONTIERS IN PLANT SCIENCE 2021
- 关键词：hyperspectral imaging weeds classification superpixel PLS-DA multilayer perceptron
- Spectroscopic determination of leaf chlorophyll content and color for genetic selection on Sassafras tzumu被引量：42收藏
- 作者：Li, Yanjie[1] Sun, Yang[1] Jiang, Jingmin[1] Liu, Jun[1]
- 机构：Chinese Acad Forestry
- 来源：PLANT METHODS 2019
- 关键词：NIR spectroscopy Prediction Sassafras tzumu Genetic selection
- Non-destructive Measurements of Toona sinensis Chlorophyll and Nitrogen Content Under Drought Stress Using Near Infrared Spectroscopy被引量：32收藏
- 作者：Liu, Wenjian[1] Li, Yanjie[1] Tomasetto, Federico[2] Yan, Weiqi[3] Tan, Zifeng[1]
- 机构：Chinese Acad Forestry;AgResearch;Auckland Univ Technol
- 来源：FRONTIERS IN PLANT SCIENCE 2022
- 关键词：NIR spectroscopy drought stress chlorophyll and nitrogen contents variable selection dynamic monitoring partial least square regression (PLSR)
- Rapid classification of Chinese quince (Chaenomeles speciosa Nakai) fruit provenance by near-infrared spectroscopy and multivariate calibration被引量：30收藏
- 作者：Shao, Wenhao[1] Li, Yanjie[1,2] Diao, Songfeng[3] Jiang, Jingmin[1] Dong, Ruxiang[1]
- 机构：Chinese Acad Forestry;Univ Canterbury;Chinese Acad Forestry
- 来源：ANALYTICAL AND BIOANALYTICAL CHEMISTRY 2017
- 关键词：Chinese quince NIR LDA QDA SVM
- Heritable variation in tree growth and needle vegetation indices of slash pine (Pinus elliottii) using unmanned aerial vehicles (UAVs)被引量：26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
- Genetic variation in heartwood properties and growth traits of Eucalyptus bosistoana被引量：25收藏
- 作者：Li, Yanjie[1,2] Apiolaza, Luis A.[1] Altaner, Clemens[1]
- 机构：Univ Canterbury;Chinese Acad Forestry
- 来源：EUROPEAN JOURNAL OF FOREST RESEARCH 2018
- 关键词：Extractives Heritability Natural durability Near infrared reflectance (NIR) spectroscopy Tree breeding
- 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)
- Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging被引量：20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)
- Karst vegetation coverage detection using UAV multispectral vegetation indices and machine learning algorithm被引量：20收藏
- 作者：Pan, Wen[1,2] Wang, Xiaoyu[3] Sun, Yan[1,2] Wang, Jia[1] Li, Yanjie[1]
- 机构：Chinese Acad Forestry;Nanjing Forestry Univ;Chunan Cty Forestry Adm
- 来源：PLANT METHODS 2023
- 关键词：UAV Machine learning Classification Karst Vegetation indices
- Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy被引量：18收藏
- 作者：Tian, Zhaoxia[1,2] Tan, Zifeng[1] Li, Yanjie[1] Yang, Zhiling[1]
- 机构：Chinese Acad Forestry;Nanjing Forestry Univ
- 来源：PLANT METHODS 2022
- 关键词：Sweet tea Flavonoids content Near-infrared (NIR) spectroscopy Partial least squares (PLS) model Model calibration
- Estimation of Plant Height and Aboveground Biomass of Toona sinensis under Drought Stress Using RGB-D Imaging被引量：18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
- 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：15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
- Machine learning for ecological analysis被引量：14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
- 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
- Rapid analysis of salivary glucose content using MOF/MIPs biomimetic microfluidic paper chips被引量：12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
- Spectrometric Prediction of Nitrogen Content in Different Tissues of Slash Pine Trees被引量：12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)
- CountShoots: Automatic Detection and Counting of Slash Pine New Shoots Using UAV Imagery被引量：10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
- Prediction of Needle Physiological Traits Using UAV Imagery for Breeding Selection of Slash Pine被引量：10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
- Genetic analysis and elite tree selection of the main resin components of slash pine被引量：9收藏
- 作者：Ding, Xianyin[1,2] Li, Yanjie[1] Zhang, Yini[1] Diao, Shu[1,2] Luan, Qifu[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm
- 来源：FRONTIERS IN PLANT SCIENCE 2023
- 关键词：slash pine main resin components genetic variation correlation genetic selection
- Spectrometric prediction of wood basic density by comparison of different grain angles and variable selection methods被引量：9收藏
- 作者：Li, Yanjie[1] Liu, Wenjian[1] Cao, Ruishu[2] Tan, Zifeng[1] Liu, Jun[1]
- 机构：Chinese Acad Forestry;Massey Univ
- 来源：PLANT METHODS 2021
- 关键词：Wood properties Wood basic density Grain angle Variable selection NIR
- MTSC-Net: A Semi-Supervised Counting Network for Estimating the Number of Slash pine New Shoots被引量：8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
- Phenomic selection in slash pine multi-temporally using UAV-multispectral imagery被引量：8收藏
- 作者：Li, Yanjie[1,2,3,4] Yang, Xinyu[5] Tong, Long[6] Wang, Lingling[7] Xue, Liang[1,2,3,4]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;State Forestry & Grassland Adm Subtrop Forest Cult;Key Lab Tree Breeding Zhejiang Prov;Nanjing Agr Univ
- 来源：FRONTIERS IN PLANT SCIENCE 2023
- 关键词：phenomic selection forest phenomics PBWAS high throughput time-series
- 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
- Classification of Toona sinensis Young Leaves Using Machine Learning and UAV-Borne Hyperspectral Imagery被引量：7收藏
- 作者：Wu, Haoran[1,2] Song, Zhaoying[1,2] Niu, Xiaoyun[1] Liu, Jun[2] Jiang, Jingmin[2]
- 机构：Hebei Agr Univ;Chinese Acad Forestry
- 来源：FRONTIERS IN PLANT SCIENCE 2022
- 关键词：machine learning preprocessing classification Toona sinensis young leaves variable selection
- Discrimination of Pinus taedaxP. caribaea var. hondurensis between its allele-species and hybrids using near infrared spectroscopy被引量：6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：Chinese Acad Forestry
- 来源：JOURNAL OF NEAR INFRARED SPECTROSCOPY 2013
- 关键词：hybrids pine needles near infrared spectroscopy PLS-DA LDA
- Spectrometric Classification of Bamboo Shoot Species by Comparison of Different Machine Learning Methods被引量：6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
- Prediction of saponin content in soapnut (Sapindus mukorossi Gaertn.) fruits by near infrared spectroscopy被引量：5收藏
- 作者：Li, Yanjie[1,2] Shao, Wenhao[1] Dong, Ruxiang[1] Jiang, Jingmin[1] Diao, Songfeng[1,3]
- 机构：Chinese Acad Forestry;Univ Canterbury;Chinese Acad Forestry
- 来源：JOURNAL OF NEAR INFRARED SPECTROSCOPY 2018
- 关键词：Significance multivariate correlation partial least squares saponin content nondestructive analysis near infrared spectroscopy
- Estimating canopy chlorophyll in slash pine using multitemporal vegetation indices from uncrewed aerial vehicles (UAVs)被引量：5收藏
- 作者：Luan, Qifu[1] Xu, Cong[2] Tao, Xueyu[1] Chen, Lihua[3] Jiang, Jingmin[1]
- 机构：Chinese Acad Forestry;Univ Canterbury;Hangzhou Acad Forestry Sci
- 来源：PRECISION AGRICULTURE 2024
- 关键词：Uncrewed aerial vehicles (UAVs) Multispectral and multitemporal Canopy chlorophyll content Vegetation indices Pinus elliottii
