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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  
ADMorph: A 3D Digital Microfossil Morphology Dataset for Deep Learning 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 148744-148756
Authors:  Hou, Yemao;  Cui, Xindong;  Canul-Ku, Mario;  Jin, Shichao;  Hasimoto-Beltran, Rogelio;  Guo, Qinghua;  Zhu, Min
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Three-dimensional displays  Solid modeling  Computational modeling  Machine learning  Two dimensional displays  Biological system modeling  Shape  Archives of digital morphology  data preprocessing  feature extraction  3D microfossil model classification  deep learning  
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  
A Point-Based Fully Convolutional Neural Network for Airborne LiDAR Ground Point Filtering in Forested Environments 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 3958-3974
Authors:  Jin, Shichao;  Sun, Yanjun;  Zhao, Xiaoqian;  Hu, Tianyu;  Guo, Qinghua
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Digital terrain model (DTM)  deep learning  fully convolutional neural network (FCN)  ground filtering  light detection and ranging (LiDAR)  
Application of deep learning in ecological resource research: Theories, methods, and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 10, 页码: 1457-1474
Authors:  Guo, Qinghua;  Jin, Shichao;  Li, Min;  Yang, Qiuli;  Xu, Kexin;  Ju, Yuanzhen;  Zhang, Jing;  Xuan, Jing;  Liu, Jin;  Su, Yanjun;  Xu, Qiang;  Liu, Yu
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Ecological resources  Deep learning  Neural network  Big data  Theory and tools  Application and challenge  
Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 页码: 184-196
Authors:  Yitong Yao;  Xuhui Wang;  Yue Li;  Tao Wang;  Miaogen Shen;  Mingyuan Du;  Honglin He;  Yingnian Li;  Weijun Luo;  Mingguo Ma;  Yaoming Ma;  Yanhong Tang;  Huimin Wang;  Xianzhou Zhang;  Yiping Zhang;  Liang Zhao;  Guangsheng Zhou
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Carbon pools in China’s terrestrial ecosystems: New estimates based on an intensive field survey 期刊论文
Proceedings of the National Academy of Sciences of the United States of America, 2018, 卷号: 115, 期号: 16, 页码: 4021-4026
Authors:  Tang XL;  Zhao X;  Bai YF;  Tang ZY;  Wang WT;  Zhao YC;  Wan HW;  Xie ZQ;  Shi XZ;  Wu BF;  Wang GX;  Yan JH;  Ma KP;  Du S;  Li SG;  Han SJ;  Ma YX;  Hu HF;  He NP;  Yang YH;  Han WX;  He HL;  Yu GR;  Fang JY;  Zhou GY
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No significant changes in topsoil carbon in the grasslands of northern China between the 1980s and 2000s 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 624, 页码: 1478-1487
Authors:  Shangshi Liu;  Yuanhe Yang;  Haihua Shen;  HuifengHua;  Xia Zhao;  He Li;  Taoyu Liu;  JingyunFang
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Decreased Soil Cation Exchange Capacity Across Northern China’s Grasslands Over the Last Three Decades 期刊论文
Journal of Geophysical Research: Biogeosciences IF 3.395  IF5 4.082 , 2017, 卷号: 122, 页码: 3088-3097
Authors:  Fang Kai;  Kou Dan;  Wang Guanqin;  Chen Leiyi;  Ding Jinzhi;  Li Fei;  Yang Guibiao;  Qin Shuqi;  Liu Li;  Zhang Qiwen;  Yang Yuanhe
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Discrimination behavior mediates foraging quality versus quantity trade-offs: nut choice in wild rodents 期刊论文
BEHAVIORAL ECOLOGY, 2017, 卷号: 28, 期号: 2, 页码: 607-616
Authors:  Wenwen Chen;  Ze Zhang;  Christina D. Buesching;  Chris Newman;  David W. Macdonal;  Zongqiang Xie;  Shucun Sun;  Youbing Zhou
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