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Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2021 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: D1, 页码: D18-D28
Authors:  Xue, Yongbiao;  Bao, Yiming;  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Song, Shuhui;  Ma, Lina;  Zou, Dong;  Tian, Dongmei;  Li, Cuiping;  Zhu, Junwei;  Gong, Zheng;  Chen, Meili;  Wang, Anke;  Ma, Yingke;  Li, Mengwei;  Teng, Xufei;  Cui, Ying;  Duan, Guangya;  Zhang, Mochen;  Jin, Tong;  Shi, Chengmin;  Du, Zhenglin;  Zhang, Yadong;  Liu, Chuandong;  Li, Rujiao;  Zeng, Jingyao;  Hao, Lili;  Jiang, Shuai;  Chen, Hua;  Han, Dali;  Yongbiao, Xue;  Zhang, Tao;  Kang, Wang;  Qu, Jing;  Zhang, Weiqi;  Liu, Guang-Hui;  Liu, Lin;  Zhang, Yang;  Niu, Guangyi;  Zhu, Tongtong;  Feng, Changrui;  Liu, Xiaonan;  Zhang, Yuansheng;  Li, Zhao;  Chen, Ruru;  Li, Qianpeng;  Hua, Zhongyi;  Jiang, Chao;  Chen, Ziyuan;  He, Fangshu;  Zhao, Yuyang;  Jin, Yan;  Huang, Luqi;  Yuan, Yuan;  Zhou, Chenfen;  Xu, Qingwei;  He, Sheng;  Ye, Wei;  Cao, Ruifang;  Wang, Pengyu;  Ling, Yunchao;  Yan, Xing;  Wang, Qingzhong;  Du, Qiang;  Zong, Wenting;  Kang, Hongen;  Xiong, Zhuang;  Huan, Wendi;  Zhang, Sirui;  Xia, Qiguang;  Fan, Xiaojuan;  Wang, Zefeng;  Chen, Xu;  Chen, Tingting;  Zhang, Sisi;  Tang, Bixia;  Dong, Lili;  Zhang, Zhewen;  Wang, Zhonghuang;  Kang, Hailong;  Wang, Yanqing;  Wu, Song;  Wang, Honggen;  Chen, Ming;  Liu, Chang;  Xiong, Yujia;  Shao, Xueying;  Li, Yanyan;  Zhou, Honghong;  Chen, Xiaomin;  Zheng, Yu;  Kang, Quan;  Hao, Di;  Zhang, Lili;  Luo, Huaxia;  Hao, Yajing;  Zhang, Peng;  Nie, Zhi;  Yu, Shuhuan;  Yang, Fei;  Sang, Jian;  Li, Zhaohua;  Zhang, Xiangquan;  Zhou, Qing;  Zhai, Shuang;  Zhang, Yaping;  Wang, Guodong;  Zhu, Qianghui;  Li, Xin;  Li, Menghua;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Liu, Yuanming;  Luo, Hong;  Wu, Xiaoyuan;  Jing, HaiChun;  Song, Tinrui;  Zhao, Yi;  Mehmood, Furrukh;  Ali, Shahid;  Ali, Amjad;  Saleem, Shoaib;  Hussain, Irfan;  Abbasi, Amir A.;  Zuo, Zhixiang;  Ren, Jian;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Xue, Yu;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Meng, Xianwen;  Peng, Di;  Luo, Hao;  Gao, Feng;  Ning, Wanshan;  Lin, Shaofeng;  Liu, Teng;  Guo, An-Yuan;  Yuan, Hao;  Zhang, Yong E.;  Tan, Xiaodan;  Zhang, Weizhi;  Xie, Yubin;  Wang, Chenwei;  Liu, Chun-Jie;  Yang, De-Chang;  Tian, Feng;  Gao, Ge;  Tang, Dachao;  Yao, Lan;  Cui, Qinghua;  An, Ni A.;  Li, Chuan-Yun;  Luo, XiaoTong
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Lidar Boosts 3D Ecological Observations and Modelings: A Review and Perspective 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2021, 卷号: 9, 期号: 1, 页码: 232-257
Authors:  Guo, Qinghua;  Su, Yanjun;  Hu, Tianyu;  Guan, Hongcan;  Jin, Shichao;  Zhang, Jing;  Zhao, Xiaoxia;  Xu, Kexin;  Wei, Dengjie;  Kelly, Maggi;  Coops, Nicholas C.
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Laser radar  Vegetation mapping  Three-dimensional displays  Surface emitting lasers  Optical sensors  Ecosystems  Optical reflection  
Exploring Seasonal and Circadian Rhythms in Structural Traits of Field Maize from LiDAR Time Series 期刊论文
PLANT PHENOMICS, 2021, 卷号: 2021
Authors:  Jin, Shichao;  Su, Yanjun;  Zhang, Yongguang;  Song, Shilin;  Li, Qing;  Liu, Zhonghua;  Ma, Qin;  Ge, Yan;  Liu, LingLi;  Ding, Yanfeng;  Baret, Frederic;  Guo, Qinghua
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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  
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  
A Framework for Land Use Scenes Classification Based on Landscape Photos 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 6124-6141
Authors:  Xu, Shiwu;  Zhang, Shihui;  Zeng, Jue;  Li, Tingyu;  Guo, Qinghua;  Jin, Shichao
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Semantics  Remote sensing  Image analysis  Image segmentation  Object recognition  Machine learning  Forestry  Deep convolutional neural networks (DCNNs)  landscape photos  land survey  land use scene classification  
Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
Authors:  Hu, Tianyu;  Zhang, YingYing;  Su, Yanjun;  Zheng, Yi;  Lin, Guanghui;  Guo, Qinghua
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mangrove  LiDAR  random forest  GLAS  aboveground biomass  
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
Adobe PDF(4690Kb)  |  Favorite  |  View/Download：42/0  |  Submit date：2022/03/01
Ecological resources  Deep learning  Neural network  Big data  Theory and tools  Application and challenge  
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 108
Authors:  Xu, Kexin;  Su, Yanjun;  Liu, Jin;  Hu, Tianyu;  Jin, Shichao;  Ma, Qin;  Zhai, Qiuping;  Wang, Rui;  Zhang, Jing;  Li, Yumei;  Liu, Hon An;  Guo, Qinghua
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Aboveground biomass (AGB)  Degraded grassland  Machine learning  Northern agro-pastoral ecotone  Terrestrial laser scanning (TLS)  
Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 284
Authors:  Li, Yumei;  Su, Yanjun;  Zhao, Xiaoxia;  Yang, Mohan;  Hu, Tianyu;  Zhang, Jing;  Liu, Jin;  Liu, Min;  Guo, Qinghua
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Trunk architecture  Laplacian algorithm  Dijkstra algorithm  Terrestrial laser scan data  Simulated data