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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
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载:99/0  |  提交时间:2022/03/01
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
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
Adobe PDF(14928Kb)  |  收藏  |  浏览/下载:131/0  |  提交时间:2022/03/01
Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
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
作者:  Xu, Shiwu;  Zhang, Shihui;  Zeng, Jue;  Li, Tingyu;  Guo, Qinghua;  Jin, Shichao
Adobe PDF(6559Kb)  |  收藏  |  浏览/下载:90/0  |  提交时间:2022/03/01
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  
ADMorph: A 3D Digital Microfossil Morphology Dataset for Deep Learning 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 148744-148756
作者:  Hou, Yemao;  Cui, Xindong;  Canul-Ku, Mario;  Jin, Shichao;  Hasimoto-Beltran, Rogelio;  Guo, Qinghua;  Zhu, Min
Adobe PDF(1648Kb)  |  收藏  |  浏览/下载:91/0  |  提交时间:2022/03/01
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  
Functional structure, taxonomic composition and the dominant assembly processes of soil prokaryotic community along an altitudinal gradient 期刊论文
APPLIED SOIL ECOLOGY, 2020, 卷号: 155
作者:  Cao, Jirong;  Jia, Xiu;  Pang, Shuang;  Hu, Yecui;  Li, Yuncong;  Wang, Qibing
Adobe PDF(1860Kb)  |  收藏  |  浏览/下载:86/0  |  提交时间:2022/03/01
Functional structure  Microbial community assembly  Deterministic process  Stochastic process  Dispersal limitation  Altitude gradient  
Assessing the collapse risk of Stipa bungeana grassland in China based on its distribution changes 期刊论文
JOURNAL OF ARID LAND, 2020, 卷号: 12, 期号: 2, 页码: 303-317
作者:  Qiao, Xianguo;  Guo, Ke;  Li, Guoqing;  Zhao, Liqing;  Li, Frank Yonghong;  Gao, Chenguang
Adobe PDF(651Kb)  |  收藏  |  浏览/下载:85/0  |  提交时间:2022/03/01
climate change  limiting factors  maximum entropy algorithm  potential distribution  realizable distribution  
Effects of spatial-temporal land cover distribution on gross primary production and net primary production in Schleswig-Holstein, northern Germany 期刊论文
CARBON BALANCE AND MANAGEMENT, 2020, 卷号: 15, 期号: 1
作者:  Ma, Liwei
Adobe PDF(4554Kb)  |  收藏  |  浏览/下载:80/0  |  提交时间:2022/03/01
Carbon stocks  Land cover  NPP  GPP  Calculated respiration  Hotspots and cold spots  
Paper Mapping Asia plants: Current status on floristic information in Southwest Asia 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2020, 卷号: 24
作者:  Xu, Xuehong;  Naqinezhad, Alireza;  Ghazanfar, Shahina A.;  Fragman-Sapir, Ori;  Oganesian, Marine;  Kharrat, Magda Bou Dagher;  Taifour, Hatem;  Filimban, Faten Z.;  Matchutadze, Izolda;  Shavvon, Robabeh Shahi;  Abdullah, Mansour T.;  Al-Khulaidi, Abdul Wali;  Al-Issai, Ghudaina;  Al-Newani, Hadeel Radawi Hussein;  Asswad, Nabegh Ghazal;  Chepinoga, Victor V.;  Eliades, Nicolas-George Homer;  Elkordy, Ahmed;  Farzaliyev, Vahid;  Liu, Yi;  Niu, Shukui;  Ozcan, Taner;  Al Sadat, Hounada;  Seyfullayev, Farid;  Ma, Keping
Adobe PDF(677Kb)  |  收藏  |  浏览/下载:104/0  |  提交时间:2022/03/01
Floras  Checklists  Online resources  Floristic research  Southwest Asia  Mapping Asia Plants (MAP)  
Response of rice yield and yield components to elevated [CO2]: A synthesis of updated data from FACE experiments 期刊论文
EUROPEAN JOURNAL OF AGRONOMY, 2020, 卷号: 112
作者:  Lv, Chunhua;  Huang, Yao;  Sun, Wenjuan;  Yu, Lingfei;  Zhu, Jianguo
Adobe PDF(488Kb)  |  收藏  |  浏览/下载:90/0  |  提交时间:2022/03/01
Cultivar type  Free-air CO2 enrichment  Nitrogen management  Pre- and post-heading  Temperature  Rice yield components  
A marker-free method for registering multi-scan terrestrial laser scanning data in forest environments 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 166, 页码: 82-94
作者:  Guan, Hongcan;  Su, Yanjun;  Sun, Xiliang;  Xu, Guangcai;  Li, Wenkai;  Ma, Qin;  Wu, Xiaoyong;  Wu, Jin;  Liu, Lingli;  Guo, Qinghua
Adobe PDF(11275Kb)  |  收藏  |  浏览/下载:93/0  |  提交时间:2022/03/01
Terrestrial laser scanning  Registration  Marker-free  Forest