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An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
Authors:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
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image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
Separating the Structural Components of Maize for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 4, 页码: 2644-2658
Authors:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
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Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
The Chromosome-Based Rubber Tree Genome Provides New Insights into Spurge Genome Evolution and Rubber Biosynthesis 期刊论文
MOLECULAR PLANT, 2020, 卷号: 13, 期号: 2, 页码: 336-350
Authors:  Liu, Jin;  Shi, Cong;  Shi, Cheng-Cheng;  Li, Wei;  Zhang, Qun-Jie;  Zhang, Yun;  Li, Kui;  Lu, Hui-Fang;  Shi, Chao;  Zhu, Si-Tao;  Xiao, Zai-Yun;  Nan, Hong;  Yue, Yao;  Zhu, Xun-Ge;  Wu, Yu;  Hong, Xiao-Ning;  Fan, Guang-Yi;  Tong, Yan;  Zhang, Dan;  Mao, Chang-Li;  Liu, Yun-Long;  Hao, Shi-Jie;  Liu, Wei-Qing;  Lv, Mei-Qi;  Zhang, Hai-Bin;  Liu, Yuan;  Hu-tang, Ge-Ran;  Wang, Jin-Peng;  Wang, Jia-Hao;  Sun, Ying-Huai;  Ni, Shu-Bang;  Chen, Wen-Bin;  Zhang, Xing-Cai;  Jiao, Yuan-Nian;  Eichler, Evan E.;  Li, Guo-Hua;  Liu, Xin;  Gao, Li-Zhi
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rubber tree  rubber biosynthesis  chromosome evolution  whole-genome duplication  domestication  
RADICLELESS 1 (RL1)-mediated nad4 intron 1 splicing is crucial for embryo and endosperm development in rice (Oryza sativa L.) 期刊论文
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2020, 卷号: 523, 期号: 1, 页码: 220-225
Authors:  Wu, Ming-Wei;  Zhao, Heng;  Zhang, Jin-Dan;  Guo, Lei;  Liu, Chun-Ming
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Pentatricopeptide repeat  RL1  splicing  nad4  Mitochondrial morphology  
A Novel Framework to Automatically Fuse Multiplatform LiDAR Data in Forest Environments Based on Tree Locations 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 3, 页码: 2165-2177
Authors:  Guan, Hongcan;  Su, Yanjun;  Hu, Tianyu;  Wang, Rui;  Ma, Qin;  Yang, Qiuli;  Sun, Xiliang;  Li, Yumei;  Jin, Shichao;  Zhang, Jing;  Liu, Min;  Wu, Fayun;  Guo, Qinghua
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Vegetation  Laser radar  Forestry  Tin  Three-dimensional displays  Unmanned aerial vehicles  Registers  Forest  multiplatform light detection and ranging (LiDAR)  registration  tree location  
Grazing does not increase soil antibiotic resistome in two types of grasslands in Inner Mongolia, China 期刊论文
APPLIED SOIL ECOLOGY, 2020, 卷号: 155
Authors:  Du, Shuai;  Shen, Ju-Pei;  Sun, Yi-Fei;  Bai, Yong-Fei;  Pan, Hong;  Li, Yong;  Wang, Zhong-Wu;  Han, Guo-Dong;  Zhang, Li-Mei;  He, Ji-Zheng
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Grassland soil  Grazing intensity  Antibiotic resistance gene  Mobile genetic elements  Bacterial community  
Paraboea dolomitica (Gesneriaceae), a new species from Guizhou, China 期刊论文
PHYTOKEYS, 2020, 期号: 153, 页码: 37-48
Authors:  Guo, Zhiyou;  Wu, Zhaowen;  Xu, Weibin;  Li, Zhenyu;  Xiang, Xiaoguo
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Gesneriaceae  limestone flora  new species  Paraboea  
Efficient CELI endonuclease production in Nicotiana benthamiana through transient expression and applications in detections of mutation and gene editing events 期刊论文
PLANT SCIENCE, 2020, 卷号: 296
Authors:  Yao, Xue-Feng;  Wu, Shengyang;  Guo, Lei;  Liu, Chun-Ming
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Production of CELI endonuclease  Optimization of CELI digestion  Transient expression  Detections of mismatch and gene editing  
Large-Scale Geographical Variations and Climatic Controls on Crown Architecture Traits 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2020, 卷号: 125, 期号: 2
Authors:  Su, Yanjun;  Hu, Tianyu;  Wang, Yongcai;  Li, Yumei;  Dai, Jingyu;  Liu, Hongyan;  Jin, Shichao;  Ma, Qin;  Wu, Jin;  Liu, Lingli;  Fang, Jingyun;  Guo, Qinghua
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crown architecture  terrestrial laser scanning  climate variations  coordination  
Non-destructive estimation of field maize biomass using terrestrial lidar: an evaluation from plot level to individual leaf level 期刊论文
PLANT METHODS, 2020, 卷号: 16, 期号: 1
Authors:  Jin, Shichao;  Su, Yanjun;  Song, Shilin;  Xu, Kexin;  Hu, Tianyu;  Yang, Qiuli;  Wu, Fangfang;  Xu, Guangcai;  Ma, Qin;  Guan, Hongcan;  Pang, Shuxin;  Li, Yumei;  Guo, Qinghua
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Biomass  Phenotype  Machine learning  Terrestrial lidar  Precision agriculture