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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
Adobe PDF(5707Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
Estimating aboveground biomass of the mangrove forests on northeast Hainan Island in China using an upscaling method from field plots, UAV-LiDAR data and Sentinel-2 imagery 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2020, 卷号: 85
Authors:  Wang, Dezhi;  Wan, Bo;  Liu, Jing;  Su, Yanjun;  Guo, Qinghua;  Qiu, Penghua;  Wu, Xincai
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Mangroves  Aboveground biomass  UAV-LiDAR  Sentinel-2  Random forest  
Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover Classification Using an Extended Margin and Disagreement Performance 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7
Authors:  Sun, Fei;  Wang, Run;  Wan, Bo;  Su, Yanjun;  Guo, Qinghua;  Huang, Youxin;  Wu, Xincai
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gradient boosting trees  margin  class imbalance  very-high resolution (VHR) remote sensing  land cover classification  disagreement performance  
Artificial Mangrove Species Mapping Using Pleiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2
Authors:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wu, Xincai
Adobe PDF(2967Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2022/02/25
artificial mangrove  object-based  pixel-based  decision tree  random forest  support vector machine  
A genome for gnetophytes and early evolution of seed plants 期刊论文
NATURE PLANTS, 2018, 卷号: 4, 期号: 2, 页码: 82-89
Authors:  Wan, Tao;  Liu, Zhi-Ming;  Li, Ling-Fei;  Leitch, Andrew R.;  Leitch, Ilia J.;  Lohaus, Rolf;  Liu, Zhong-Jian;  Xin, Hai-Ping;  Gong, Yan-Bing;  Liu, Yang;  Wang, Wen-Cai;  Chen, Ling-Yun;  Yang, Yong;  Kelly, Laura J.;  Yang, Ji;  Huang, Jin-Ling;  Li, Zhen;  Liu, Ping;  Zhang, Li;  Liu, Hong-Mei;  Wang, Hui;  Deng, Shu-Han;  Liu, Meng;  Li, Ji;  Ma, Lu;  Liu, Yan;  Lei, Yang;  Xu, Wei;  Wu, Ling-Qing;  Liu, Fan;  Ma, Qian;  Yu, Xin-Ran;  Jiang, Zhi;  Zhang, Guo-Qiang;  Li, Shao-Hua;  Li, Rui-Qiang;  Zhang, Shou-Zhou;  Wang, Qing-Feng;  Van de Peer, Yves;  Zhang, Jin-Bo;  Wang, Xiao-Ming
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Evaluating the Performance of Sentinel-2, Landsat 8 and Pleiades-1 in Mapping Mangrove Extent and Species 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 9
Authors:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wang, Run;  Sun, Fei;  Wu, Xincai
Adobe PDF(5307Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2022/02/25
mangroves  species  Sentinel-2  Landsat 8  Pleiades-1  random forest  
The Apostasia genome and the evolution of orchids 期刊论文
NATURE, 2017, 卷号: 549, 期号: 7672, 页码: 379+
Authors:  Zhang, Guo-Qiang;  Liu, Ke-Wei;  Li, Zhen;  Lohaus, Rolf;  Hsiao, Yu-Yun;  Niu, Shan-Ce;  Wang, Jie-Yu;  Lin, Yao-Cheng;  Xu, Qing;  Chen, Li-Jun;  Yoshida, Kouki;  Fujiwara, Sumire;  Wang, Zhi-Wen;  Zhang, Yong-Qiang;  Mitsuda, Nobutaka;  Wang, Meina;  Liu, Guo-Hui;  Pecoraro, Lorenzo;  Huang, Hui-Xia;  Xiao, Xin-Ju;  Lin, Min;  Wu, Xin-Yi;  Wu, Wan-Lin;  Chen, You-Yi;  Chang, Song-Bin;  Sakamoto, Shingo;  Ohme-Takagi, Masaru;  Yagi, Masafumi;  Zeng, Si-Jin;  Shen, Ching-Yu;  Yeh, Chuan-Ming;  Luo, Yi-Bo;  Tsai, Wen-Chieh;  Van de Peer, Yves;  Liu, Zhong-Jian
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Mapping Regional Urban Extent Using NPP-VIIRS DNB and MODIS NDVI Data 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 8
Authors:  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Hu, Maosheng;  Zhou, Shunping
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urban mapping  one-class  NPP-VIIRS DNB  MODIS NDVI  large scale  
The Dendrobium catenatum Lindl. genome sequence provides insights into polysaccharide synthase, floral development and adaptive evolution 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6
Authors:  Zhang, Guo-Qiang;  Xu, Qing;  Bian, Chao;  Tsai, Wen-Chieh;  Yeh, Chuan-Ming;  Liu, Ke-Wei;  Yoshida, Kouki;  Zhang, Liang-Sheng;  Chang, Song-Bin;  Chen, Fei;  Shi, Yu;  Su, Yong-Yu;  Zhang, Yong-Qiang;  Chen, Li-Jun;  Yin, Yayi;  Lin, Min;  Huang, Huixia;  Deng, Hua;  Wang, Zhi-Wen;  Zhu, Shi-Lin;  Zhao, Xiang;  Deng, Cao;  Niu, Shan-Ce;  Huang, Jie;  Wang, Meina;  Liu, Guo-Hui;  Yang, Hai-Jun;  Xiao, Xin-Ju;  Hsiao, Yu-Yun;  Wu, Wan-Lin;  Chen, You-Yi;  Mitsuda, Nobutaka;  Ohme-Takagi, Masaru;  Luo, Yi-Bo;  Van de Peer, Yves;  Liu, Zhong-Jian
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BR Signal Influences Arabidopsis Ovule and Seed Number through Regulating Related Genes Expression by BZR1 期刊论文
Molecular Plant, 2013, 卷号: 6, 期号: 2, 页码: 456-69
Authors:  Hui-Ya Huang;  Wen-Bo Jiang;  Yu-Wei Hu;  Ping Wu;  Jia-Ying Zhu;  Wan-Qi Liang
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